MCP Directory
A curated directory of 492 MCP servers with business-focused descriptions, difficulty ratings, and implementation guides.
Fetch
Official MCP fetch server
Business Potential
High - automate market research, competitive intelligence, content aggregation for marketing
Common Use Cases
- • Competitive intelligence gathering
- • Market research automation
- • Content aggregation for marketing
- +2 more use cases
Filesystem
MCP server for filesystem access
Business Potential
High - automate document workflows, reduce manual file management, enable AI-driven content analysis
Common Use Cases
- • Automated invoice processing and document analysis
- • Report generation from CSV and Excel data
- • Digital asset organization and management
- +2 more use cases
Git
Official MCP git server
Business Potential
Medium - improve development efficiency, automate code reviews, enhance technical documentation
Common Use Cases
- • Automated code review and quality analysis
- • Documentation generation from code comments
- • Development workflow optimization
- +2 more use cases
Gmail Server
Connect AI to Gmail for reading, sending, and managing emails
Business Potential
Reduce email management time by 60%, improve response times, automate customer support, and never miss important communications again.
Common Use Cases
- • Customer support automation
- • Sales follow-up management
- • Email categorization and prioritization
- +2 more use cases
Slack Server
Integrate AI with Slack for team communication and workflow automation
Business Potential
Improve team productivity by 30%, automate routine communications, enhance project coordination, and provide intelligent assistance in team channels.
Common Use Cases
- • Automated status updates
- • Meeting summary generation
- • Task management and reminders
- +2 more use cases
Everything
MCP server that exercises all the features of the MCP protocol
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Everything
- • Business process automation
- • Workflow optimization
- +2 more use cases
Memory
MCP server for enabling memory for Claude through a knowledge graph
Business Potential
High - persistent AI context improves customer service, project management, and knowledge retention
Common Use Cases
- • Persistent customer relationship management
- • Long-term project context retention
- • Knowledge base development
- +2 more use cases
Sequentialthinking
MCP server for sequential thinking and problem solving
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Sequentialthinking
- • Business process automation
- • Workflow optimization
- +2 more use cases
Time
Official MCP time server
Business Potential
Medium - streamline scheduling, improve global coordination, optimize time-sensitive workflows
Common Use Cases
- • Global meeting coordination
- • Automated scheduling optimization
- • Time-zone aware business operations
- +2 more use cases
1Panel
MCP server implementation that provides 1Panel interaction.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with 1Panel
- • Business process automation
- • Workflow optimization
- +2 more use cases
A2A
An MCP server that bridges the Model Context Protocol (MCP) with the Agent-to-Agent (A2A) protocol, enabling MCP-compatible AI assistants (like Claude) to seamlessly interact with A2A agents.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with A2A
- • Business process automation
- • Workflow optimization
- +2 more use cases
AI Agent Marketplace Index
MCP server to search more than 5000+ AI agents and tools of various categories from AI Agent Marketplace Index and monitor traffic of AI Agents.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with AI Agent Marketplace Index
- • Business process automation
- • Workflow optimization
- +2 more use cases
APIWeaver
An MCP server that dynamically creates MCP servers from web API configurations. This allows you to easily integrate any REST API, GraphQL endpoint, or web service into an MCP-compatible tool that c...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with APIWeaver
- • Business process automation
- • Workflow optimization
- +2 more use cases
AWS
Perform operations on your AWS resources using an LLM.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with AWS
- • Business process automation
- • Workflow optimization
- +2 more use cases
AWS Athena
A MCP server for AWS Athena to run SQL queries on Glue Catalog.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with AWS Athena
- • Business process automation
- • Workflow optimization
- +2 more use cases
AWS Cognito
A MCP server that connects to AWS Cognito for authentication and user management.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with AWS Cognito
- • Business process automation
- • Workflow optimization
- +2 more use cases
AWS Cost Explorer
Optimize your AWS spend (including Amazon Bedrock spend) with this MCP server by examining spend across regions, services, instance types and foundation models (demo video).
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with AWS Cost Explorer
- • Business process automation
- • Workflow optimization
- +2 more use cases
AWS Resources Operations
Run generated python code to securely query or modify any AWS resources supported by boto3.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with AWS Resources Operations
- • Business process automation
- • Workflow optimization
- +2 more use cases
AWS S3
A sample MCP server for AWS S3 that flexibly fetches objects from S3 such as PDF documents.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with AWS S3
- • Business process automation
- • Workflow optimization
- +2 more use cases
Ableton Live
an MCP server to control Ableton Live.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Ableton Live
- • Business process automation
- • Workflow optimization
- +2 more use cases
Ableton Live
Ableton integration allowing prompt enabled music creation.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Ableton Live
- • Business process automation
- • Workflow optimization
- +2 more use cases
Actor Critic Thinking
Actor-critic thinking for performance evaluation
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Actor Critic Thinking
- • Business process automation
- • Workflow optimization
- +2 more use cases
Airbnb
Provides tools to search Airbnb and get listing details.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Airbnb
- • Business process automation
- • Workflow optimization
- +2 more use cases
Airflow
A MCP Server that connects to Apache Airflow using official python client.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Airflow
- • Business process automation
- • Workflow optimization
- +2 more use cases
Airtable
Read and write access to Airtable databases, with schema inspection.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Airtable
- • Business process automation
- • Workflow optimization
- +2 more use cases
Airtable
Airtable Model Context Protocol Server.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Airtable
- • Business process automation
- • Workflow optimization
- +2 more use cases
Algorand
A comprehensive MCP server for tooling interactions (40+) and resource accessibility (60+) plus many useful prompts for interacting with the Algorand blockchain.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Algorand
- • Business process automation
- • Workflow optimization
- +2 more use cases
Amadeus
An MCP server to access, explore, and interact with Amadeus Flight Offers Search API for retrieving detailed flight options, including airline, times, duration, and pricing data.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Amadeus
- • Business process automation
- • Workflow optimization
- +2 more use cases
Amazon Ads
MCP Server that provides interaction capabilities with Amazon Advertising through MarketplaceAdPros/
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Amazon Ads
- • Business process automation
- • Workflow optimization
- +2 more use cases
Anki
An MCP server for interacting with your Anki decks and cards.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Anki
- • Business process automation
- • Workflow optimization
- +2 more use cases
AntV Chart
A Model Context Protocol server for generating 15+ visual charts using AntV.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with AntV Chart
- • Business process automation
- • Workflow optimization
- +2 more use cases
Any Chat Completions
Interact with any OpenAI SDK Compatible Chat Completions API like OpenAI, Perplexity, Groq, xAI and many more.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Any Chat Completions
- • Business process automation
- • Workflow optimization
- +2 more use cases
Apache Gravitino(incubating)
Allow LLMs to explore metadata of structured data and unstructured data with Gravitino, and perform data governance tasks including tagging/classification.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Apache Gravitino(incubating)
- • Business process automation
- • Workflow optimization
- +2 more use cases
Apple Books
Interact with your library on Apple Books, manage your book collection, summarize highlights, notes, and much more.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Apple Books
- • Business process automation
- • Workflow optimization
- +2 more use cases
Apple Calendar
An MCP server that allows you to interact with your MacOS Calendar through natural language, including features such as event creation, modification, schedule listing, finding free time slots etc.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Apple Calendar
- • Business process automation
- • Workflow optimization
- +2 more use cases
Apple Script
MCP server that lets LLM run AppleScript code to to fully control anything on Mac, no setup needed.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Apple Script
- • Business process automation
- • Workflow optimization
- +2 more use cases
Aranet4
MCP Server to manage your Aranet4 CO2 sensor. Fetch data and store in a local SQLite. Ask questions about historical data.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Aranet4
- • Business process automation
- • Workflow optimization
- +2 more use cases
ArangoDB
MCP Server that provides database interaction capabilities through ArangoDB.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with ArangoDB
- • Business process automation
- • Workflow optimization
- +2 more use cases
Arduino
MCP Server that enables AI-powered robotics using Claude AI and Arduino (ESP32) for real-world automation and interaction with robots.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Arduino
- • Business process automation
- • Workflow optimization
- +2 more use cases
Atlassian
Interact with Atlassian Cloud products (Confluence and Jira) including searching/reading Confluence spaces/pages, accessing Jira issues, and project metadata.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Atlassian
- • Business process automation
- • Workflow optimization
- +2 more use cases
Atlassian Server (by phuc-nt)
An MCP server that connects AI agents (Cline, Claude Desktop, Cursor, etc.) to Atlassian Jira & Confluence, enabling data queries and actions through the Model Context Protocol.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Atlassian Server (by phuc-nt)
- • Business process automation
- • Workflow optimization
- +2 more use cases
Attestable MCP
An MCP server running inside a trusted execution environment (TEE) via Gramine, showcasing remote attestation using RA-TLS. This allows an MCP client to verify the server before conencting.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Attestable MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
Audius
Audius + AI = Atris. Interact with fans, stream music, tip your favorite artists, and more on Audius: all through Claude.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Audius
- • Business process automation
- • Workflow optimization
- +2 more use cases
Azure ADX
Query and analyze Azure Data Explorer databases.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Azure ADX
- • Business process automation
- • Workflow optimization
- +2 more use cases
Azure DevOps
An MCP server that provides a bridge to Azure DevOps services, enabling AI assistants to query and manage work items.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Azure DevOps
- • Business process automation
- • Workflow optimization
- +2 more use cases
Azure MCP Hub
A curated list of all MCP servers and related resources for Azure developers by Arun Sekhar
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Azure MCP Hub
- • Business process automation
- • Workflow optimization
- +2 more use cases
Azure OpenAI DALL-E 3 MCP Server
A MCP server for Azure OpenAI DALL-E 3 service to generate image from text.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Azure OpenAI DALL-E 3 MCP Server
- • Business process automation
- • Workflow optimization
- +2 more use cases
Azure Wiki Search
An MCP that enables AI to query the wiki hosted on Azure Devops Wiki.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Azure Wiki Search
- • Business process automation
- • Workflow optimization
- +2 more use cases
BVG MCP Server - (Unofficial)
Unofficial MCP server for Berliner Verkehrsbetriebe Api.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with BVG MCP Server - (Unofficial)
- • Business process automation
- • Workflow optimization
- +2 more use cases
Baidu AI Search
Web search with Baidu Cloud's AI Search
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Baidu AI Search
- • Business process automation
- • Workflow optimization
- +2 more use cases
BambooHR MCP
An MCP server that interfaces with the BambooHR APIs, providing access to employee data, time tracking, and HR management features.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with BambooHR MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
Base Free USDC Transfer
Send USDC on Base for free using Claude AI! Built with Coinbase CDP.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Base Free USDC Transfer
- • Business process automation
- • Workflow optimization
- +2 more use cases
Basic Memory
Local-first knowledge management system that builds a semantic graph from Markdown files, enabling persistent memory across conversations with LLMs.
Business Potential
High - persistent AI context improves customer service, project management, and knowledge retention
Common Use Cases
- • Persistent customer relationship management
- • Long-term project context retention
- • Knowledge base development
- +2 more use cases
BigQuery
This server enables LLMs to inspect database schemas and execute queries on BigQuery.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with BigQuery
- • Business process automation
- • Workflow optimization
- +2 more use cases
BigQuery
Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with BigQuery
- • Business process automation
- • Workflow optimization
- +2 more use cases
Bilibili
This MCP server provides tools to fetch Bilibili user profiles, video metadata, search videos, and more.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Bilibili
- • Business process automation
- • Workflow optimization
- +2 more use cases
Bing Web Search API
Server implementation for Microsoft Bing Web Search API.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Bing Web Search API
- • Business process automation
- • Workflow optimization
- +2 more use cases
Bitable MCP
MCP server provides access to Lark Bitable through the Model Context Protocol. It allows users to interact with Bitable tables using predefined tools.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Bitable MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
Blender
Blender integration allowing prompt enabled 3D scene creation, modeling and manipulation.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Blender
- • Business process automation
- • Workflow optimization
- +2 more use cases
BreakoutRoom
Agents accomplishing goals together in p2p rooms
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with BreakoutRoom
- • Business process automation
- • Workflow optimization
- +2 more use cases
BrowserLoop
An MCP server for taking screenshots of web pages using Playwright. Supports high-quality capture with configurable formats, viewport sizes, cookie-based authentication, and both full page and elem...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with BrowserLoop
- • Business process automation
- • Workflow optimization
- +2 more use cases
CCTV VMS MCP
A Model Context Protocol (MCP) server designed to connect to a CCTV recording program (VMS) to retrieve recorded and live video streams. It also provides tools to control the VMS software, such as ...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with CCTV VMS MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
CFBD API
An MCP server for the College Football Data API.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with CFBD API
- • Business process automation
- • Workflow optimization
- +2 more use cases
Calculator
This server enables LLMs to use calculator for precise numerical calculations.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Calculator
- • Business process automation
- • Workflow optimization
- +2 more use cases
Calendly
Calendly MCP server from agentr that provides support for managing events and scheduling via Calendly.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Calendly
- • Business process automation
- • Workflow optimization
- +2 more use cases
ChatSum
Query and Summarize chat messages with LLM. by mcpso
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with ChatSum
- • Business process automation
- • Workflow optimization
- +2 more use cases
Chess.com
Access Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Chess.com
- • Business process automation
- • Workflow optimization
- +2 more use cases
ChessPal Chess Engine (stockfish)
A Stockfish-powered chess engine exposed as an MCP server. Calculates best moves and supports both HTTP/SSE and stdio transports.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with ChessPal Chess Engine (stockfish)
- • Business process automation
- • Workflow optimization
- +2 more use cases
Chroma
Vector database server for semantic document search and metadata filtering, built on Chroma
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Chroma
- • Business process automation
- • Workflow optimization
- +2 more use cases
Claude Thread Continuity
Persistent memory system enabling Claude Desktop conversations to resume with full context across sessions. Maintains conversation history, project states, and user preferences for seamless multi-s...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Claude Thread Continuity
- • Business process automation
- • Workflow optimization
- +2 more use cases
ClaudePost
ClaudePost enables seamless email management for Gmail, offering secure features like email search, reading, and sending.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with ClaudePost
- • Business process automation
- • Workflow optimization
- +2 more use cases
ClickUp
MCP server for ClickUp task management, supporting task creation, updates, bulk operations, and markdown descriptions.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with ClickUp
- • Business process automation
- • Workflow optimization
- +2 more use cases
Cloudinary
Cloudinary Model Context Protocol Server to upload media to Cloudinary and get back the media link and details.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Cloudinary
- • Business process automation
- • Workflow optimization
- +2 more use cases
Coda
Coda.io MCP server from agentr that provides support for reading and writing data to Coda docs and tables.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Coda
- • Business process automation
- • Workflow optimization
- +2 more use cases
CoinMarketCap
Implements the complete CoinMarketCap API for accessing cryptocurrency market data, exchange information, and other blockchain-related metrics.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with CoinMarketCap
- • Business process automation
- • Workflow optimization
- +2 more use cases
Computer-Use - Remote MacOS Use
Open-source out-of-the-box alternative to OpenAI Operator, providing a full desktop experience and optimized for using remote macOS machines as autonomous AI agents.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Computer-Use - Remote MacOS Use
- • Business process automation
- • Workflow optimization
- +2 more use cases
Contentful-mcp
Read, update, delete, publish content in your Contentful space(s) from this MCP Server.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Contentful-mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
CreateveAI Nexus
Open-Source Bridge Between AI Agents and Enterprise Systems, with simple custom API plug-in capabilities (including close compatibility with ComfyUI nodes), support for Copilot Studio's MCP agent i...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with CreateveAI Nexus
- • Business process automation
- • Workflow optimization
- +2 more use cases
Creatify
MCP Server that exposes Creatify AI API capabilities for AI video generation, including avatar videos, URL-to-video conversion, text-to-speech, and AI-powered editing tools.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Creatify
- • Business process automation
- • Workflow optimization
- +2 more use cases
Cronlytic
Create CRUD operations for serverless cron jobs through Cronlytic MCP Server
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Cronlytic
- • Business process automation
- • Workflow optimization
- +2 more use cases
Cursor MCP Installer
A tool to easily install and configure other MCP servers within Cursor IDE, with support for npm packages, local directories, and Git repositories.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Cursor MCP Installer
- • Business process automation
- • Workflow optimization
- +2 more use cases
DBHub
Universal database MCP server connecting to MySQL, PostgreSQL, SQLite, DuckDB and etc.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with DBHub
- • Business process automation
- • Workflow optimization
- +2 more use cases
DPLP
Searches the DBLP computer science bibliography database.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with DPLP
- • Business process automation
- • Workflow optimization
- +2 more use cases
DaVinci Resolve
MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with DaVinci Resolve
- • Business process automation
- • Workflow optimization
- +2 more use cases
Dappier
Connect LLMs to real-time, rights-cleared, proprietary data from trusted sources. Access specialized models for Real-Time Web Search, News, Sports, Financial Data, Crypto, and premium publisher con...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Dappier
- • Business process automation
- • Workflow optimization
- +2 more use cases
Data Exploration
MCP server for autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort. NOTE: Will execute arbitrary Python code on your machine, please use with caut...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Data Exploration
- • Business process automation
- • Workflow optimization
- +2 more use cases
Databricks
Allows LLMs to run SQL queries, list and get details of jobs executions in a Databricks account.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Databricks
- • Business process automation
- • Workflow optimization
- +2 more use cases
Databricks Genie
A server that connects to the Databricks Genie, allowing LLMs to ask natural language questions, run SQL queries, and interact with Databricks conversational agents.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Databricks Genie
- • Business process automation
- • Workflow optimization
- +2 more use cases
Databricks Smart SQL
Leveraging Databricks Unity Catalog metadata, perform smart efficient SQL queries to solve Ad-hoc queries and explore data.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Databricks Smart SQL
- • Business process automation
- • Workflow optimization
- +2 more use cases
Datadog
Datadog MCP Server for application tracing, monitoring, dashboard, incidents queries built on official datadog api.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Datadog
- • Business process automation
- • Workflow optimization
- +2 more use cases
Dataset Viewer
Browse and analyze Hugging Face datasets with features like search, filtering, statistics, and data export
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Dataset Viewer
- • Business process automation
- • Workflow optimization
- +2 more use cases
Deep Research
Lightweight MCP server offering Grok/OpenAI/Gemini/Perplexity-style automated deep research exploration and structured reporting.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Deep Research
- • Business process automation
- • Workflow optimization
- +2 more use cases
DeepSeek MCP Server
Model Context Protocol server integrating DeepSeek's advanced language models, in addition to other useful API endpoints
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with DeepSeek MCP Server
- • Business process automation
- • Workflow optimization
- +2 more use cases
Deepseek_R1
A Model Context Protocol (MCP) server implementation connecting Claude Desktop with DeepSeek's language models (R1/V3)
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Deepseek_R1
- • Business process automation
- • Workflow optimization
- +2 more use cases
Descope
An MCP server to integrate with Descope to search audit logs, manage users, and more.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Descope
- • Business process automation
- • Workflow optimization
- +2 more use cases
DesktopCommander
Let AI edit and manage files on your computer, run terminal commands, and connect to remote servers via SSH - all powered by one of the most popular local MCP servers.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with DesktopCommander
- • Business process automation
- • Workflow optimization
- +2 more use cases
DevDb
An MCP server that runs right inside the IDE, for connecting to MySQL, Postgres, SQLite, and MSSQL databases.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with DevDb
- • Business process automation
- • Workflow optimization
- +2 more use cases
Dicom
An MCP server to query and retrieve medical images and for parsing and reading dicom-encapsulated documents (pdf etc.).
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Dicom
- • Business process automation
- • Workflow optimization
- +2 more use cases
Dify
A simple implementation of an MCP server for dify workflows.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Dify
- • Business process automation
- • Workflow optimization
- +2 more use cases
Discogs
A MCP server that connects to the Discogs API for interacting with your music collection.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Discogs
- • Business process automation
- • Workflow optimization
- +2 more use cases
Discord
A MCP server to connect to Discord guilds through a bot and read and write messages in channels
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Discord
- • Business process automation
- • Workflow optimization
- +2 more use cases
Discord
A MCP server, which connects to Discord through a bot, and provides comprehensive integration with Discord.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Discord
- • Business process automation
- • Workflow optimization
- +2 more use cases
Discord
For Discord API integration by Klavis AI
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Discord
- • Business process automation
- • Workflow optimization
- +2 more use cases
Discourse
A MCP server to search Discourse posts on a Discourse forum.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Discourse
- • Business process automation
- • Workflow optimization
- +2 more use cases
Docker
Integrate with Docker to manage containers, images, volumes, and networks.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Docker
- • Business process automation
- • Workflow optimization
- +2 more use cases
Docs
Enable documentation access for the AI agent, supporting llms.txt and other remote or local files.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Docs
- • Business process automation
- • Workflow optimization
- +2 more use cases
Dodo Payments
Enables AI agents to securely perform payment operations via a lightweight, serverless-compatible interface to the Dodo Payments API.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Dodo Payments
- • Business process automation
- • Workflow optimization
- +2 more use cases
Drupal
Server for interacting with Drupal using STDIO transport layer.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Drupal
- • Business process automation
- • Workflow optimization
- +2 more use cases
DynamoDB-Toolbox
Leverages your Schemas and Access Patterns to interact with your DynamoDB Database using natural language.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with DynamoDB-Toolbox
- • Business process automation
- • Workflow optimization
- +2 more use cases
EVM MCP Server
Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with EVM MCP Server
- • Business process automation
- • Workflow optimization
- +2 more use cases
EdgeOne Pages MCP
An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with EdgeOne Pages MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
Edwin
MCP server for edwin SDK - enabling AI agents to interact with DeFi protocols across EVM, Solana and other blockchains.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Edwin
- • Business process automation
- • Workflow optimization
- +2 more use cases
Elasticsearch
MCP server implementation that provides Elasticsearch interaction.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Elasticsearch
- • Business process automation
- • Workflow optimization
- +2 more use cases
ElevenLabs
A server that integrates with ElevenLabs text-to-speech API capable of generating full voiceovers with multiple voices.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with ElevenLabs
- • Business process automation
- • Workflow optimization
- +2 more use cases
This server enables users to send emails through various email providers, including Gmail, Outlook, Yahoo, Sina, Sohu, 126, 163, and QQ Mail. It also supports attaching files from specified directo...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Email
- • Business process automation
- • Workflow optimization
- +2 more use cases
Email SMTP
A simple MCP server that lets your AI agent send emails and attach files through SMTP.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Email SMTP
- • Business process automation
- • Workflow optimization
- +2 more use cases
Enhance Prompt
An MCP service for enhance you prompt.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Enhance Prompt
- • Business process automation
- • Workflow optimization
- +2 more use cases
Ergo Blockchain MCP
An MCP server to integrate Ergo Blockchain Node and Explorer APIs for checking address balances, analyzing transactions, viewing transaction history, performing forensic analysis of addresses, sear...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Ergo Blockchain MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
Eunomia
Extension of the Eunomia framework that connects Eunomia instruments with MCP servers
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Eunomia
- • Business process automation
- • Workflow optimization
- +2 more use cases
Everything Search
Fast file searching capabilities across Windows (using Everything SDK), macOS (using mdfind command), and Linux (using locate/plocate command).
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Everything Search
- • Business process automation
- • Workflow optimization
- +2 more use cases
Excel
Excel manipulation including data reading/writing, worksheet management, formatting, charts, and pivot table.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Excel
- • Business process automation
- • Workflow optimization
- +2 more use cases
FDIC BankFind MCP Server - (Unofficial)
The is a MCPserver that brings the power of FDIC BankFind APIs straight to your AI tools and workflows. Structured U.S. banking data, delivered with maximum vibes. 😎📊
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with FDIC BankFind MCP Server - (Unofficial)
- • Business process automation
- • Workflow optimization
- +2 more use cases
Fabric MCP
Microsoft Fabric MCP server to accelerate working in your Fabric Tenant with the help of your favorite LLM models.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Fabric MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
Facebook Ads
MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Facebook Ads
- • Business process automation
- • Workflow optimization
- +2 more use cases
Fantasy PL
Give your coding agent direct access to up-to date Fantasy Premier League data
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Fantasy PL
- • Business process automation
- • Workflow optimization
- +2 more use cases
Federal Reserve Economic Data (FRED)
Community developed MCP server to interact with the Federal Reserve Economic Data.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Federal Reserve Economic Data (FRED)
- • Business process automation
- • Workflow optimization
- +2 more use cases
Fetch
A server that flexibly fetches HTML, JSON, Markdown, or plaintext.
Business Potential
High - automate market research, competitive intelligence, content aggregation for marketing
Common Use Cases
- • Competitive intelligence gathering
- • Market research automation
- • Content aggregation for marketing
- +2 more use cases
Figma
Give your coding agent direct access to Figma file data, helping it one-shot design implementation.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Figma
- • Business process automation
- • Workflow optimization
- +2 more use cases
Fingertip
MCP server for Fingertip.com to search and create new sites.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Fingertip
- • Business process automation
- • Workflow optimization
- +2 more use cases
FireCrawl
Advanced web scraping with JavaScript rendering, PDF support, and smart rate limiting
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with FireCrawl
- • Business process automation
- • Workflow optimization
- +2 more use cases
Firebase
Server to interact with Firebase services including Firebase Authentication, Firestore, and Firebase Storage.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Firebase
- • Business process automation
- • Workflow optimization
- +2 more use cases
FitBit MCP Server
An MCP server that connects to FitBit API using a token obtained from OAuth flow.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with FitBit MCP Server
- • Business process automation
- • Workflow optimization
- +2 more use cases
FlightRadar24
A Claude Desktop MCP server that helps you track flights in real-time using Flightradar24 data.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with FlightRadar24
- • Business process automation
- • Workflow optimization
- +2 more use cases
Flyworks Avatar
Fast and free zeroshot lipsync MCP server.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Flyworks Avatar
- • Business process automation
- • Workflow optimization
- +2 more use cases
Foursquare
Enable your agent to recommend places around the world with the Foursquare Places API
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Foursquare
- • Business process automation
- • Workflow optimization
- +2 more use cases
GDB
A GDB/MI protocol server based on the MCP protocol, providing remote application debugging capabilities with AI assistants.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with GDB
- • Business process automation
- • Workflow optimization
- +2 more use cases
GOAT
Run more than +200 onchain actions on any blockchain including Ethereum, Solana and Base.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with GOAT
- • Business process automation
- • Workflow optimization
- +2 more use cases
Ghost
A Model Context Protocol (MCP) server for interacting with Ghost CMS through LLM interfaces like Claude.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Ghost
- • Business process automation
- • Workflow optimization
- +2 more use cases
Git
Allows LLM to interact with a local git repository, incl. optional push support.
Business Potential
Medium - improve development efficiency, automate code reviews, enhance technical documentation
Common Use Cases
- • Automated code review and quality analysis
- • Documentation generation from code comments
- • Development workflow optimization
- +2 more use cases
GitHub Enterprise MCP
A Model Context Protocol (MCP) server for interacting with GitHub Enterprise.
Business Potential
Medium - improve development efficiency, automate code reviews, enhance technical documentation
Common Use Cases
- • Automated code review and quality analysis
- • Documentation generation from code comments
- • Development workflow optimization
- +2 more use cases
GitMCP
gitmcp.io is a generic remote MCP server to connect to ANY GitHub repository or project documentation effortlessly
Business Potential
Medium - improve development efficiency, automate code reviews, enhance technical documentation
Common Use Cases
- • Automated code review and quality analysis
- • Documentation generation from code comments
- • Development workflow optimization
- +2 more use cases
Github Actions
A Model Context Protocol (MCP) server for interacting with Github Actions.
Business Potential
Medium - improve development efficiency, automate code reviews, enhance technical documentation
Common Use Cases
- • Automated code review and quality analysis
- • Documentation generation from code comments
- • Development workflow optimization
- +2 more use cases
Glean
A server that uses Glean API to search and chat.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Glean
- • Business process automation
- • Workflow optimization
- +2 more use cases
Gmail
A Model Context Protocol (MCP) server for Gmail integration in Claude Desktop with auto authentication support.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Gmail
- • Business process automation
- • Workflow optimization
- +2 more use cases
Gmail Headless
Remote hostable MCP server that can get and send Gmail messages without local credential or file system setup.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Gmail Headless
- • Business process automation
- • Workflow optimization
- +2 more use cases
Gnuradio
An MCP server for GNU Radio that enables LLMs to autonomously create and modify RF .grc flowcharts.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Gnuradio
- • Business process automation
- • Workflow optimization
- +2 more use cases
Goal Story
a Goal Tracker and Visualization Tool for personal and professional development.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Goal Story
- • Business process automation
- • Workflow optimization
- +2 more use cases
Godot
A MCP server providing comprehensive Godot engine integration for project editing, debugging, and scene management.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Godot
- • Business process automation
- • Workflow optimization
- +2 more use cases
Golang Filesystem Server
Secure file operations with configurable access controls built with Go!
Business Potential
High - automate document workflows, reduce manual file management, enable AI-driven content analysis
Common Use Cases
- • Automated invoice processing and document analysis
- • Report generation from CSV and Excel data
- • Digital asset organization and management
- +2 more use cases
Goodnews
A simple MCP server that delivers curated positive and uplifting news stories.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Goodnews
- • Business process automation
- • Workflow optimization
- +2 more use cases
Google Analytics
Google Analytics MCP Server to bring data across 200+ dimensions & metrics for LLMs to analyse.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Google Analytics
- • Business process automation
- • Workflow optimization
- +2 more use cases
Google Calendar
Integration with Google Calendar to check schedules, find time, and add/delete events
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Google Calendar
- • Business process automation
- • Workflow optimization
- +2 more use cases
Google Calendar
Google Calendar MCP Server for managing Google calendar events. Also supports searching for events by attributes like title and location.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Google Calendar
- • Business process automation
- • Workflow optimization
- +2 more use cases
Google Custom Search
Provides Google Search results via the Google Custom Search API
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Google Custom Search
- • Business process automation
- • Workflow optimization
- +2 more use cases
Google Sheets
Access and editing data to your Google Sheets.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Google Sheets
- • Business process automation
- • Workflow optimization
- +2 more use cases
Google Sheets
A MCP Server written in TypeScript to access and edit data in your Google Sheets.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Google Sheets
- • Business process automation
- • Workflow optimization
- +2 more use cases
Google Tasks
Google Tasks API Model Context Protocol Server.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Google Tasks
- • Business process automation
- • Workflow optimization
- +2 more use cases
Google Vertex AI Search
Provides Google Vertex AI Search results by grounding a Gemini model with your own private data
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Google Vertex AI Search
- • Business process automation
- • Workflow optimization
- +2 more use cases
Google Workspace
Comprehensive Google Workspace MCP with full support for Calendar, Drive, Gmail, and Docs using Streamable HTTP or SSE transport.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Google Workspace
- • Business process automation
- • Workflow optimization
- +2 more use cases
GraphQL
Comprehensive GraphQL API integration that automatically exposes each GraphQL query as a separate tool.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with GraphQL
- • Business process automation
- • Workflow optimization
- +2 more use cases
GraphQL Schema
Allow LLMs to explore large GraphQL schemas without bloating the context.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with GraphQL Schema
- • Business process automation
- • Workflow optimization
- +2 more use cases
HDW LinkedIn
Access to profile data and management of user account with HorizonDataWave.ai.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with HDW LinkedIn
- • Business process automation
- • Workflow optimization
- +2 more use cases
Hashing MCP Server
MCP Server with cryptographic hashing functions e.g. SHA256, MD5, etc.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Hashing MCP Server
- • Business process automation
- • Workflow optimization
- +2 more use cases
Helm Chart CLI
Helm MCP provides a bridge between AI assistants and the Helm package manager for Kubernetes. It allows AI assistants to interact with Helm through natural language requests, executing commands lik...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Helm Chart CLI
- • Business process automation
- • Workflow optimization
- +2 more use cases
Heurist Mesh Agent
Access specialized web3 AI agents for blockchain analysis, smart contract security, token metrics, and blockchain interactions through the Heurist Mesh network.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Heurist Mesh Agent
- • Business process automation
- • Workflow optimization
- +2 more use cases
Holaspirit
Interact with Holaspirit.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Holaspirit
- • Business process automation
- • Workflow optimization
- +2 more use cases
Home Assistant
Interact with Home Assistant including viewing and controlling lights, switches, sensors, and all other Home Assistant entities.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Home Assistant
- • Business process automation
- • Workflow optimization
- +2 more use cases
Home Assistant
Docker-ready MCP server for Home Assistant with entity management, domain summaries, automation support, and guided conversations. Includes pre-built container images for easy installation.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Home Assistant
- • Business process automation
- • Workflow optimization
- +2 more use cases
HubSpot
HubSpot CRM integration for managing contacts and companies. Create and retrieve CRM data directly through Claude chat.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with HubSpot
- • Business process automation
- • Workflow optimization
- +2 more use cases
HuggingFace Spaces
Server for using HuggingFace Spaces, supporting Open Source Image, Audio, Text Models and more. Claude Desktop mode for easy integration.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with HuggingFace Spaces
- • Business process automation
- • Workflow optimization
- +2 more use cases
Human-In-the-Loop
A powerful MCP Server that enables AI assistants like Claude to interact with humans through intuitive GUI dialogs. This server bridges the gap between automated AI processes and human decision-mak...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Human-In-the-Loop
- • Business process automation
- • Workflow optimization
- +2 more use cases
Human-use
Instant human feedback through an MCP, have your AI interact with humans around the world. Powered by Rapidata
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Human-use
- • Business process automation
- • Workflow optimization
- +2 more use cases
Hyperliquid
An MCP server implementation that integrates the Hyperliquid SDK for exchange data.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Hyperliquid
- • Business process automation
- • Workflow optimization
- +2 more use cases
Image Generation
This MCP server provides image generation capabilities using the Replicate Flux model.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Image Generation
- • Business process automation
- • Workflow optimization
- +2 more use cases
InfluxDB
Run queries against InfluxDB OSS API v2.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with InfluxDB
- • Business process automation
- • Workflow optimization
- +2 more use cases
Inoyu
Interact with an Apache Unomi CDP customer data platform to retrieve and update customer profiles
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Inoyu
- • Business process automation
- • Workflow optimization
- +2 more use cases
Intercom
An MCP-compliant server for retrieving customer support tickets from Intercom. This tool enables AI assistants like Claude Desktop and Cline to access and analyze your Intercom support tickets.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Intercom
- • Business process automation
- • Workflow optimization
- +2 more use cases
JDBC
Connect to any JDBC-compatible database and query, insert, update, delete, and more. Supports MySQL, PostgreSQL, Oracle, SQL Server, sqllite and more.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with JDBC
- • Business process automation
- • Workflow optimization
- +2 more use cases
JMeter
Run load testing using Apache JMeter via MCP-compliant tools.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with JMeter
- • Business process automation
- • Workflow optimization
- +2 more use cases
JSON
JSON handling and processing server with advanced query capabilities using JSONPath syntax and support for array, string, numeric, and date operations.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with JSON
- • Business process automation
- • Workflow optimization
- +2 more use cases
JSON2Video MCP
A Model Context Protocol (MCP) server implementation for programmatically generating videos using the json2video API. This server exposes powerful video generation and status-checking tools for use...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with JSON2Video MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
Java Decompiler
Decompile Java bytecode into readable source code from .class files, package names, or JAR archives using CFR decompiler
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Java Decompiler
- • Business process automation
- • Workflow optimization
- +2 more use cases
JavaFX
Make drawings using a JavaFX canvas
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with JavaFX
- • Business process automation
- • Workflow optimization
- +2 more use cases
JavaFX
Make drawings using a JavaFX canvas
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with JavaFX
- • Business process automation
- • Workflow optimization
- +2 more use cases
Job Searcher
A FastMCP server that provides tools for retrieving and filtering job listings based on time period, keywords, and remote work preferences.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Job Searcher
- • Business process automation
- • Workflow optimization
- +2 more use cases
Jupyter Notebook
connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks. This integration enables AI-assisted code execution, data analysis, visualization, a...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Jupyter Notebook
- • Business process automation
- • Workflow optimization
- +2 more use cases
Keycloak MCP
This MCP server enables natural language interaction with Keycloak for user and realm management including creating, deleting, and listing users and realms.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Keycloak MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
KiCad MCP
MCP server for KiCad on Mac, Windows, and Linux.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with KiCad MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
Kibana MCP
A community-maintained MCP server implementation that allows any MCP-compatible client to access and manage Kibana instances through natural language or programmatic requests.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Kibana MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
Kibela
Interact with Kibela API.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Kibela
- • Business process automation
- • Workflow optimization
- +2 more use cases
Kokoro TTS
Use Kokoro text to speech to convert text to MP3s with optional autoupload to S3.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Kokoro TTS
- • Business process automation
- • Workflow optimization
- +2 more use cases
Kong Konnect
A Model Context Protocol (MCP) server for interacting with Kong Konnect APIs, allowing AI assistants to query and analyze Kong Gateway configurations, traffic, and analytics.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Kong Konnect
- • Business process automation
- • Workflow optimization
- +2 more use cases
KubeSphere
The KubeSphere MCP Server is a Model Context Protocol(MCP) server that provides integration with KubeSphere APIs, enabling to get resources from KubeSphere. Divided into four tools modules: Workspa...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with KubeSphere
- • Business process automation
- • Workflow optimization
- +2 more use cases
Kubernetes
Connect to Kubernetes cluster and manage pods, deployments, and services.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Kubernetes
- • Business process automation
- • Workflow optimization
- +2 more use cases
Kubernetes and OpenShift
A powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for any Kubernetes resource, this server provides specialized tools to interact with your c...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Kubernetes and OpenShift
- • Business process automation
- • Workflow optimization
- +2 more use cases
LINE
Implementation for LINE Bot integration that enables Language Models to read and analyze LINE conversations through a standardized interface. Features asynchronous operation, comprehensive logging,...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with LINE
- • Business process automation
- • Workflow optimization
- +2 more use cases
Langflow-DOC-QA-SERVER
A Model Context Protocol server for document Q&A powered by Langflow. It demonstrates core MCP concepts by providing a simple interface to query documents through a Langflow backend.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Langflow-DOC-QA-SERVER
- • Business process automation
- • Workflow optimization
- +2 more use cases
Lark(Feishu)
A Model Context Protocol(MCP) server for Lark(Feishu) sheet, message, doc and etc.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Lark(Feishu)
- • Business process automation
- • Workflow optimization
- +2 more use cases
Lightdash
Interact with Lightdash, a BI tool.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Lightdash
- • Business process automation
- • Workflow optimization
- +2 more use cases
Linear
Interact with Linear project management system.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Linear
- • Business process automation
- • Workflow optimization
- +2 more use cases
Linear
Allows LLM to interact with Linear's API for project management, including searching, creating, and updating issues.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Linear
- • Business process automation
- • Workflow optimization
- +2 more use cases
Linear (Go)
Allows LLM to interact with Linear's API via a single static binary.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Linear (Go)
- • Business process automation
- • Workflow optimization
- +2 more use cases
Linear MCP
Full blown implementation of the Linear SDK to support comprehensive Linear management of projects, initiatives, issues, users, teams and states.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Linear MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
LlamaCloud
Integrate the data stored in a managed index on LlamaCloud
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with LlamaCloud
- • Business process automation
- • Workflow optimization
- +2 more use cases
Loki
Golang based MCP Server to query logs from Grafana Loki.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Loki
- • Business process automation
- • Workflow optimization
- +2 more use cases
LottieFiles
Searching and retrieving Lottie animations from LottieFiles
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with LottieFiles
- • Business process automation
- • Workflow optimization
- +2 more use cases
Lspace
Turn scattered ChatGPT/Claude/Cursor conversations into persistent, searchable knowledge.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Lspace
- • Business process automation
- • Workflow optimization
- +2 more use cases
MCP Compass
Suggest the right MCP server for your needs
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with MCP Compass
- • Business process automation
- • Workflow optimization
- +2 more use cases
MCP Create
A dynamic MCP server management service that creates, runs, and manages Model Context Protocol servers on-the-fly.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with MCP Create
- • Business process automation
- • Workflow optimization
- +2 more use cases
MCP Installer
This server is a server that installs other MCP servers for you.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with MCP Installer
- • Business process automation
- • Workflow optimization
- +2 more use cases
MCP Proxy Server
An MCP proxy server that aggregates and serves multiple MCP resource servers through a single HTTP server.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with MCP Proxy Server
- • Business process automation
- • Workflow optimization
- +2 more use cases
MCP STDIO to Streamable HTTP Adapter
Connect to Streamable HTTP MCP Servers even if the MCP Client only supports STDIO.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with MCP STDIO to Streamable HTTP Adapter
- • Business process automation
- • Workflow optimization
- +2 more use cases
MCP Server Creator
A powerful Model Context Protocol (MCP) server that creates other MCP servers! This meta-server provides tools for dynamically generating FastMCP server configurations and Python code.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with MCP Server Creator
- • Business process automation
- • Workflow optimization
- +2 more use cases
MCP-Database-Server
Fastest way to interact with your Database such as SQL Server, SQLite and PostgreSQL
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with MCP-Database-Server
- • Business process automation
- • Workflow optimization
- +2 more use cases
MCP-NixOS
A Model Context Protocol server that provides AI assistants with accurate, real-time information about NixOS packages, system options, Home Manager settings, and nix-darwin macOS configurations.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with MCP-NixOS
- • Business process automation
- • Workflow optimization
- +2 more use cases
MCPIgnore Filesytem
A Data Security First filesystem MCP server that implements .mcpignore to prevent MCP clients from accessing sensitive data.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with MCPIgnore Filesytem
- • Business process automation
- • Workflow optimization
- +2 more use cases
MSSQL
MSSQL database integration with configurable access controls and schema inspection
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with MSSQL
- • Business process automation
- • Workflow optimization
- +2 more use cases
MSSQL
MCP Server for MSSQL database in Python
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with MSSQL
- • Business process automation
- • Workflow optimization
- +2 more use cases
MSSQL-MCP
MSSQL MCP that refer to the official website's SQLite MCP for modifications to adapt to MSSQL
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with MSSQL-MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
MSSQL-Python
A read-only Python implementation for MSSQL database access with enhanced security features, configurable access controls, and schema inspection capabilities. Focuses on safe database interaction t...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with MSSQL-Python
- • Business process automation
- • Workflow optimization
- +2 more use cases
Maestro MCP
An MCP server for interacting with Bitcoin via the Maestro RPC API.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Maestro MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
MalwareBazaar_MCP
An AI-driven MCP server that autonomously interfaces with MalwareBazaar, delivering real-time threat intel and sample metadata for authorized cybersecurity research workflows.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with MalwareBazaar_MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
MariaDB
MariaDB database integration with configurable access controls in Python.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with MariaDB
- • Business process automation
- • Workflow optimization
- +2 more use cases
Markdown2doc
Convert between various file formats using Pandoc
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Markdown2doc
- • Business process automation
- • Workflow optimization
- +2 more use cases
Markdownify
MCP to convert almost anything to Markdown (PPTX, HTML, PDF, Youtube Transcripts and more)
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Markdownify
- • Business process automation
- • Workflow optimization
- +2 more use cases
Markitdown
Convert files to Markdown
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Markitdown
- • Business process automation
- • Workflow optimization
- +2 more use cases
MasterGo
The server designed to connect MasterGo design tools with AI models. It enables AI models to directly retrieve DSL data from MasterGo design files.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with MasterGo
- • Business process automation
- • Workflow optimization
- +2 more use cases
Matlab-MCP-Tools
An MCP to write and execute MATLAB scripts, maintain workspace context between MCP calls, visualize plots, and perform section-by-section analysis of MATLAB code with full access to MATLAB's comput...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Matlab-MCP-Tools
- • Business process automation
- • Workflow optimization
- +2 more use cases
Maton
Connect to your SaaS tools like HubSpot, Salesforce, and more.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Maton
- • Business process automation
- • Workflow optimization
- +2 more use cases
MediaWiki MCP adapter
A custom Model Context Protocol adapter for MediaWiki and WikiBase APIs
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with MediaWiki MCP adapter
- • Business process automation
- • Workflow optimization
- +2 more use cases
Membase
Save and query your agent memory in distributed way by Membase.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Membase
- • Business process automation
- • Workflow optimization
- +2 more use cases
MetaTrader MCP
Enable AI LLMs to execute trades using MetaTrader 5 platform.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with MetaTrader MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
Metricool MCP
A Model Context Protocol server that integrates with Metricool's social media analytics platform to retrieve performance metrics and schedule content across networks like Instagram, Facebook, Twitt...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Metricool MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
Microsoft 365
(by Merill) A Model Context Protocol (MCP) server for Microsoft 365. Includes support for all services including Teams, SharePoint, Exchange, OneDrive, Entra, Intune and more. See Lokka for more de...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Microsoft 365
- • Business process automation
- • Workflow optimization
- +2 more use cases
Microsoft 365
MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook/mail, files, Excel, calendar)
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Microsoft 365
- • Business process automation
- • Workflow optimization
- +2 more use cases
Microsoft Teams
MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads)
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Microsoft Teams
- • Business process automation
- • Workflow optimization
- +2 more use cases
Mifos X
A MCP server for the Mifos X Open Source Banking useful for managing clients, loans, savings, shares, financial transactions and generating financial reports.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Mifos X
- • Business process automation
- • Workflow optimization
- +2 more use cases
Mikrotik
Mikrotik MCP server which cover networking operations (IP, DHCP, Firewall, etc)
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Mikrotik
- • Business process automation
- • Workflow optimization
- +2 more use cases
Mindmap
A server that generates mindmaps from input containing markdown code.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Mindmap
- • Business process automation
- • Workflow optimization
- +2 more use cases
Minima
MCP server for RAG on local files
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Minima
- • Business process automation
- • Workflow optimization
- +2 more use cases
Mobile MCP
MCP server for Mobile(iOS/Android) automation, app scraping and development using physical devices or simulators/emulators.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Mobile MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
Monday.com
MCP Server to interact with Monday.com boards and items.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Monday.com
- • Business process automation
- • Workflow optimization
- +2 more use cases
MongoDB
A Model Context Protocol Server for MongoDB.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with MongoDB
- • Business process automation
- • Workflow optimization
- +2 more use cases
MongoDB & Mongoose
MongoDB MCP Server with Mongoose Schema and Validation.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with MongoDB & Mongoose
- • Business process automation
- • Workflow optimization
- +2 more use cases
MongoDB Lens
Full Featured MCP Server for MongoDB Databases.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with MongoDB Lens
- • Business process automation
- • Workflow optimization
- +2 more use cases
Monzo
Access and manage your Monzo bank accounts through natural language, including balance checking, pot management, transaction listing, and transaction annotation across multiple account types (perso...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Monzo
- • Business process automation
- • Workflow optimization
- +2 more use cases
Morningstar
MCP Server to interact with Morningstar Research, Editorial and Datapoints
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Morningstar
- • Business process automation
- • Workflow optimization
- +2 more use cases
Multi-Model Advisor
A Model Context Protocol (MCP) server that orchestrates queries across multiple Ollama models, synthesizing their insights to deliver a comprehensive and multifaceted AI perspective on any given qu...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Multi-Model Advisor
- • Business process automation
- • Workflow optimization
- +2 more use cases
Multicluster-MCP-Sever
The gateway for GenAI systems to interact with multiple Kubernetes clusters.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Multicluster-MCP-Sever
- • Business process automation
- • Workflow optimization
- +2 more use cases
MySQL
MySQL database integration in NodeJS with configurable access controls and schema inspection
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with MySQL
- • Business process automation
- • Workflow optimization
- +2 more use cases
MySQL
MySQL database integration in Python with configurable access controls and schema inspection
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with MySQL
- • Business process automation
- • Workflow optimization
- +2 more use cases
NASA
Access to a unified gateway of NASA's data sources including but not limited to APOD, NEO, EPIC, GIBS.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with NASA
- • Business process automation
- • Workflow optimization
- +2 more use cases
NAVER
This MCP server provides tools to interact with various Naver services, such as searching blogs, news, books, and more.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with NAVER
- • Business process automation
- • Workflow optimization
- +2 more use cases
NBA
This MCP server provides tools to fetch recent and historical NBA games including basic and advanced statistics.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with NBA
- • Business process automation
- • Workflow optimization
- +2 more use cases
NS Travel Information
Access Dutch Railways (NS) real-time train travel information and disruptions through the official NS API.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with NS Travel Information
- • Business process automation
- • Workflow optimization
- +2 more use cases
Nacos MCP Router
This MCP(Model Context Protocol) Server provides tools to search, install, proxy other MCP servers.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Nacos MCP Router
- • Business process automation
- • Workflow optimization
- +2 more use cases
Nasdaq Data Link
An MCP server to access, explore, and interact with Nasdaq Data Link's extensive and valuable financial and economic datasets.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Nasdaq Data Link
- • Business process automation
- • Workflow optimization
- +2 more use cases
National Parks
The server provides latest information of park details, alerts, visitor centers, campgrounds, hiking trails, and events for U.S. National Parks.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with National Parks
- • Business process automation
- • Workflow optimization
- +2 more use cases
Neo4j
A community built server that interacts with Neo4j Graph Database.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Neo4j
- • Business process automation
- • Workflow optimization
- +2 more use cases
Neovim
An MCP Server for your Neovim session.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Neovim
- • Business process automation
- • Workflow optimization
- +2 more use cases
Netbird
List and analyze Netbird network peers, groups, policies, and more.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Netbird
- • Business process automation
- • Workflow optimization
- +2 more use cases
NocoDB
Read and write access to NocoDB database.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with NocoDB
- • Business process automation
- • Workflow optimization
- +2 more use cases
Notion
Interact with Notion API.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Notion
- • Business process automation
- • Workflow optimization
- +2 more use cases
Notion
Notion MCP integration. Search, Read, Update, and Create pages through Claude chat.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Notion
- • Business process automation
- • Workflow optimization
- +2 more use cases
Obsidian Markdown Notes
Read and search through your Obsidian vault or any directory containing Markdown notes
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Obsidian Markdown Notes
- • Business process automation
- • Workflow optimization
- +2 more use cases
OceanBase
(by yuanoOo) A Model Context Protocol (MCP) server that enables secure interaction with OceanBase databases.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with OceanBase
- • Business process automation
- • Workflow optimization
- +2 more use cases
Office-PowerPoint-MCP-Server
A Model Context Protocol (MCP) server for creating, reading, and manipulating Microsoft PowerPoint documents.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Office-PowerPoint-MCP-Server
- • Business process automation
- • Workflow optimization
- +2 more use cases
Office-Visio-MCP-Server
A Model Context Protocol (MCP) server for creating, reading, and manipulating Microsoft Visio documents.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Office-Visio-MCP-Server
- • Business process automation
- • Workflow optimization
- +2 more use cases
Office-Word-MCP-Server
A Model Context Protocol (MCP) server for creating, reading, and manipulating Microsoft Word documents.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Office-Word-MCP-Server
- • Business process automation
- • Workflow optimization
- +2 more use cases
Okta
Interact with Okta API.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Okta
- • Business process automation
- • Workflow optimization
- +2 more use cases
OneNote
(by Rajesh Vijay) An MCP server that connects to Microsoft OneNote using the Microsoft Graph API. Reading notebooks, sections, and pages from OneNote,Creating new notebooks, sections, and pages in ...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with OneNote
- • Business process automation
- • Workflow optimization
- +2 more use cases
Open Strategy Partners Marketing Tools
Content editing codes, value map, and positioning tools for product marketing.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Open Strategy Partners Marketing Tools
- • Business process automation
- • Workflow optimization
- +2 more use cases
OpenAI WebSearch MCP
This is a Python-based MCP server that provides OpenAI `web_search` build-in tool.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with OpenAI WebSearch MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
OpenAPI
Interact with OpenAPI APIs.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with OpenAPI
- • Business process automation
- • Workflow optimization
- +2 more use cases
OpenAPI AnyApi
Interact with large OpenAPI docs using built-in semantic search for endpoints. Allows for customizing the MCP server prefix.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with OpenAPI AnyApi
- • Business process automation
- • Workflow optimization
- +2 more use cases
OpenAPI Schema
Allow LLMs to explore large OpenAPI schemas without bloating the context.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with OpenAPI Schema
- • Business process automation
- • Workflow optimization
- +2 more use cases
OpenAPI Schema Explorer
Token-efficient access to local or remote OpenAPI/Swagger specs via MCP Resources.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with OpenAPI Schema Explorer
- • Business process automation
- • Workflow optimization
- +2 more use cases
OpenCTI
Interact with OpenCTI platform to retrieve threat intelligence data including reports, indicators, malware and threat actors.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with OpenCTI
- • Business process automation
- • Workflow optimization
- +2 more use cases
OpenCV
A MCP server providing OpenCV computer vision capabilities. This allows AI assistants and language models to access powerful computer vision tools.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with OpenCV
- • Business process automation
- • Workflow optimization
- +2 more use cases
OpenDota
Interact with OpenDota API to retrieve Dota 2 match data, player statistics, and more.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with OpenDota
- • Business process automation
- • Workflow optimization
- +2 more use cases
OpenRPC
Interact with and discover JSON-RPC APIs via OpenRPC.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with OpenRPC
- • Business process automation
- • Workflow optimization
- +2 more use cases
OpenWeather
Interact with the free openweathermap API to get the current and forecast weather for a location.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with OpenWeather
- • Business process automation
- • Workflow optimization
- +2 more use cases
Oura Ring
MCP Server to access and analyze your Oura Ring data. It provides a structured way to fetch and understand your health metrics.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Oura Ring
- • Business process automation
- • Workflow optimization
- +2 more use cases
Outline
MCP Server to interact with Outline knowledge base to search, read, create, and manage documents and their content, access collections, add comments, and manage document backlinks.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Outline
- • Business process automation
- • Workflow optimization
- +2 more use cases
PIF
A Personal Intelligence Framework (PIF), providing tools for file operations, structured reasoning, and journal-based documentation to support continuity and evolving human-AI collaboration across ...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with PIF
- • Business process automation
- • Workflow optimization
- +2 more use cases
Pandoc
MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Pandoc
- • Business process automation
- • Workflow optimization
- +2 more use cases
Paradex MCP
MCP native server for interacting with Paradex platform, including fully features trading.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Paradex MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
Peacock for VS Code
MCP Server for the Peacock extension for VS Code, coloring your world, one Code editor at a time. The main goal of the project is to show how an MCP server can be used to interact with APIs.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Peacock for VS Code
- • Business process automation
- • Workflow optimization
- +2 more use cases
Phone MCP
📱 A powerful plugin that lets you control your Android phone. Enables AI agents to perform complex tasks like automatically playing music based on weather or making calls and sending texts.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Phone MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
Pinecone
MCP server for searching and uploading records to Pinecone. Allows for simple RAG features, leveraging Pinecone's Inference API.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Pinecone
- • Business process automation
- • Workflow optimization
- +2 more use cases
Pinner MCP
A MCP server for pinning GitHub Actions and container base images to their immutable SHA hashes to prevent supply chain attacks.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Pinner MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
Placid.app
Generate image and video creatives using Placid.app templates
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Placid.app
- • Business process automation
- • Workflow optimization
- +2 more use cases
Plane
This MCP Server will help you to manage projects and issues through Plane's API
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Plane
- • Business process automation
- • Workflow optimization
- +2 more use cases
Playwright
This MCP Server will help you run browser automation and webscraping using Playwright
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Playwright
- • Business process automation
- • Workflow optimization
- +2 more use cases
Postman
MCP server for running Postman Collections locally via Newman. Allows for simple execution of Postman Server and returns the results of whether the collection passed all the tests.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Postman
- • Business process automation
- • Workflow optimization
- +2 more use cases
Prefect
MCP Server for workflow orchestration and ELT/ETL with Prefect Server, and Prefect Cloud [https://www.prefect.io/] using the `prefect` python client.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Prefect
- • Business process automation
- • Workflow optimization
- +2 more use cases
Productboard
Integrate the Productboard API into agentic workflows via MCP.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Productboard
- • Business process automation
- • Workflow optimization
- +2 more use cases
Prometheus
Query and analyze Prometheus - open-source monitoring system.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Prometheus
- • Business process automation
- • Workflow optimization
- +2 more use cases
PubChem
extract drug information from pubchem API.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with PubChem
- • Business process automation
- • Workflow optimization
- +2 more use cases
Pulumi
MCP Server to Interact with Pulumi API, creates and lists Stacks
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Pulumi
- • Business process automation
- • Workflow optimization
- +2 more use cases
Puppeteer vision
Use Puppeteer to browse a webpage and return a high quality Markdown. Use AI vision capabilities to handle cookies, captchas, and other interactive elements automatically.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Puppeteer vision
- • Business process automation
- • Workflow optimization
- +2 more use cases
Pushover
Send instant notifications to your devices using Pushover.net
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Pushover
- • Business process automation
- • Workflow optimization
- +2 more use cases
QGIS
connects QGIS to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with QGIS
- • Business process automation
- • Workflow optimization
- +2 more use cases
Qiniu MCP Server
The Model Context Protocol (MCP) Server built on Qiniu Cloud products supports users in accessing Qiniu Cloud Storage, intelligent multimedia services, and more through this MCP Server within the c...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Qiniu MCP Server
- • Business process automation
- • Workflow optimization
- +2 more use cases
Quarkus
MCP servers for the Quarkus Java framework.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Quarkus
- • Business process automation
- • Workflow optimization
- +2 more use cases
QuickChart
A Model Context Protocol server for generating charts using QuickChart.io
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with QuickChart
- • Business process automation
- • Workflow optimization
- +2 more use cases
Qwen_Max
A Model Context Protocol (MCP) server implementation for the Qwen models.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Qwen_Max
- • Business process automation
- • Workflow optimization
- +2 more use cases
RAG Local
This MCP server for storing and retrieving text passages locally based on their semantic meaning.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with RAG Local
- • Business process automation
- • Workflow optimization
- +2 more use cases
RabbitMQ
The MCP server that interacts with RabbitMQ to publish and consume messages.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with RabbitMQ
- • Business process automation
- • Workflow optimization
- +2 more use cases
Raindrop.io
An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP).
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Raindrop.io
- • Business process automation
- • Workflow optimization
- +2 more use cases
Reaper
Interact with your Reaper (Digital Audio Workstation) projects.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Reaper
- • Business process automation
- • Workflow optimization
- +2 more use cases
RedNote MCP
MCP server for accessing RedNote(XiaoHongShu, xhs) content
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with RedNote MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
Redis
Redis database operations and caching microservice server with support for key-value operations, expiration management, and pattern-based key listing.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Redis
- • Business process automation
- • Workflow optimization
- +2 more use cases
Reed Jobs
Search and retrieve job listings from Reed.co.uk.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Reed Jobs
- • Business process automation
- • Workflow optimization
- +2 more use cases
Rememberizer AI
An MCP server designed for interacting with the Rememberizer data source, facilitating enhanced knowledge retrieval.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Rememberizer AI
- • Business process automation
- • Workflow optimization
- +2 more use cases
Replicate
Search, run and manage machine learning models on Replicate through a simple tool-based interface. Browse models, create predictions, track their status, and handle generated images.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Replicate
- • Business process automation
- • Workflow optimization
- +2 more use cases
Resend
Send email using Resend services
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Resend
- • Business process automation
- • Workflow optimization
- +2 more use cases
Rijksmuseum
Interface with the Rijksmuseum API to search artworks, retrieve artwork details, access image tiles, and explore user collections.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Rijksmuseum
- • Business process automation
- • Workflow optimization
- +2 more use cases
Riot Games
MCP server for League of Legends – fetch player info, ranks, champion stats, and match history via Riot API.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Riot Games
- • Business process automation
- • Workflow optimization
- +2 more use cases
Rquest
An MCP server providing realistic browser-like HTTP request capabilities with accurate TLS/JA3/JA4 fingerprints for bypassing anti-bot measures.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Rquest
- • Business process automation
- • Workflow optimization
- +2 more use cases
Rust MCP Filesystem
Fast, asynchronous MCP server for efficient handling of various filesystem operations built with the power of Rust.
Business Potential
High - automate document workflows, reduce manual file management, enable AI-driven content analysis
Common Use Cases
- • Automated invoice processing and document analysis
- • Report generation from CSV and Excel data
- • Digital asset organization and management
- +2 more use cases
SEC EDGAR
(by Stefano Amorelli) A community Model Context Protocol Server to access financial filings and data through the U.S. Securities and Exchange Commission (SEC) `Electronic Data Gathering, Analysis, ...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with SEC EDGAR
- • Business process automation
- • Workflow optimization
- +2 more use cases
SSH
Agent for managing and controlling SSH connections.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with SSH
- • Business process automation
- • Workflow optimization
- +2 more use cases
SSH
An MCP server that can execute SSH commands remotely, upload files, download files, and so on.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with SSH
- • Business process automation
- • Workflow optimization
- +2 more use cases
Salesforce MCP
Salesforce MCP server. Supports cloud version Salesforce-mcp.com and allows both data & metadata functions.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Salesforce MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
Salesforce MCP
Interact with Salesforce Data and Metadata
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Salesforce MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
Salesforce MCP Server
Comprehensive Salesforce integration with tools for querying records, executing Apex, managing fields/objects, and handling debug logs
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Salesforce MCP Server
- • Business process automation
- • Workflow optimization
- +2 more use cases
Scholarly
A MCP server to search for scholarly and academic articles.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Scholarly
- • Business process automation
- • Workflow optimization
- +2 more use cases
SearXNG
A Model Context Protocol Server for SearXNG
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with SearXNG
- • Business process automation
- • Workflow optimization
- +2 more use cases
SearXNG
A MCP server provide web searching via SearXNG & retrieve url as makrdown.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with SearXNG
- • Business process automation
- • Workflow optimization
- +2 more use cases
SearXNG Public
A Model Context Protocol Server for retrieving data from public SearXNG instances, with fallback support
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with SearXNG Public
- • Business process automation
- • Workflow optimization
- +2 more use cases
Serper
An MCP server that performs Google searches using Serper.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Serper
- • Business process automation
- • Workflow optimization
- +2 more use cases
ServiceNow
A MCP server to interact with a ServiceNow instance
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with ServiceNow
- • Business process automation
- • Workflow optimization
- +2 more use cases
ShaderToy
This MCP server lets LLMs to interact with the ShaderToy API, allowing LLMs to learn from compute shaders examples and enabling them to create complex GLSL shaders that they are previously not capa...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with ShaderToy
- • Business process automation
- • Workflow optimization
- +2 more use cases
Shodan MCP
MCP server to interact with Shodan
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Shodan MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
Shopify
MCP to interact with Shopify API including order, product, customers and so on.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Shopify
- • Business process automation
- • Workflow optimization
- +2 more use cases
Simple Loki MCP
A simple MCP server to query Loki logs using logcli.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Simple Loki MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
Siri Shortcuts
MCP to interact with Siri Shortcuts on macOS. Exposes all Shortcuts as MCP tools.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Siri Shortcuts
- • Business process automation
- • Workflow optimization
- +2 more use cases
Skyvern
MCP to let Claude / Windsurf / Cursor / your LLM control the browser
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Skyvern
- • Business process automation
- • Workflow optimization
- +2 more use cases
Slack
The most powerful MCP server for Slack Workspaces. This integration supports both Stdio and SSE transports, proxy settings and does not require any permissions or bots being created or approved by ...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Slack
- • Business process automation
- • Workflow optimization
- +2 more use cases
Slidespeak
Create PowerPoint presentations using the Slidespeak API.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Slidespeak
- • Business process automation
- • Workflow optimization
- +2 more use cases
Smartlead
MCP to connect to Smartlead. Additional, tooling, functionality, and connection to workflow automation platforms also available.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Smartlead
- • Business process automation
- • Workflow optimization
- +2 more use cases
Snowflake
This MCP server enables LLMs to interact with Snowflake databases, allowing for secure and controlled data operations.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Snowflake
- • Business process automation
- • Workflow optimization
- +2 more use cases
SoccerDataAPI
This MCP server provides real-time football match data based on the SoccerDataAPI.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with SoccerDataAPI
- • Business process automation
- • Workflow optimization
- +2 more use cases
Solana Agent Kit
This MCP server enables LLMs to interact with the Solana blockchain with help of Solana Agent Kit by SendAI, allowing for 40+ protcool actions and growing
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Solana Agent Kit
- • Business process automation
- • Workflow optimization
- +2 more use cases
Solr MCP
This MCP server offers a basic functionality to perform a search on Solr servers.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Solr MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
Solver
Solves constraint satisfaction and optimization problems .
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Solver
- • Business process automation
- • Workflow optimization
- +2 more use cases
Splunk
Golang MCP server for Splunk (lists saved searches, alerts, indexes, macros...). Supports SSE and STDIO.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Splunk
- • Business process automation
- • Workflow optimization
- +2 more use cases
Spotify
This MCP allows an LLM to play and use Spotify.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Spotify
- • Business process automation
- • Workflow optimization
- +2 more use cases
Spring Initializr
This MCP allows an LLM to create Spring Boot projects with custom configurations. Instead of manually visiting start.spring.io, you can now ask your AI assistant to generate projects with specific ...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Spring Initializr
- • Business process automation
- • Workflow optimization
- +2 more use cases
Standard Korean Dictionary
Search the dictionary using API
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Standard Korean Dictionary
- • Business process automation
- • Workflow optimization
- +2 more use cases
Star Wars
MCP Server for the SWAPI Star Wars API. The main goal of the project is to show how an MCP server can be used to interact with APIs.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Star Wars
- • Business process automation
- • Workflow optimization
- +2 more use cases
Starknet MCP Server
A comprehensive MCP server for interacting with the Starknet blockchain, providing tools for querying blockchain data, resolving StarknetIDs, and performing token transfers.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Starknet MCP Server
- • Business process automation
- • Workflow optimization
- +2 more use cases
Starwind UI
This MCP provides relevant commands, documentation, and other information to allow LLMs to take full advantage of Starwind UI's open source Astro components.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Starwind UI
- • Business process automation
- • Workflow optimization
- +2 more use cases
Stitch AI
Knowledge management system for AI agents with memory space creation and retrieval capabilities.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Stitch AI
- • Business process automation
- • Workflow optimization
- +2 more use cases
Strava
Connect to the Strava API to access activity data, athlete profiles, segments, and routes, enabling fitness tracking and analysis with Claude.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Strava
- • Business process automation
- • Workflow optimization
- +2 more use cases
Stripe
This MCP allows integration with Stripe for handling payments, customers, and refunds.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Stripe
- • Business process automation
- • Workflow optimization
- +2 more use cases
Substack/Medium
Connect Claude to your Substack/Medium writing, enabling semantic search and analysis of your published content.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Substack/Medium
- • Business process automation
- • Workflow optimization
- +2 more use cases
System Health
The MCP (Multi-Channel Protocol) System Health Monitoring is a robust, real-time monitoring solution designed to provide comprehensive health metrics and alerts for remote Linux servers.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with System Health
- • Business process automation
- • Workflow optimization
- +2 more use cases
TFT-Match-Analyzer
MCP server for teamfight tactics match history & match details fetching, providing user the detailed context for every match.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with TFT-Match-Analyzer
- • Business process automation
- • Workflow optimization
- +2 more use cases
TMDB
This MCP server integrates with The Movie Database (TMDB) API to provide movie information, search capabilities, and recommendations.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with TMDB
- • Business process automation
- • Workflow optimization
- +2 more use cases
Talk To Figma
This MCP server enables LLMs to interact with Figma, allowing them to read and modify designs programmatically.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Talk To Figma
- • Business process automation
- • Workflow optimization
- +2 more use cases
Tavily search
An MCP server for Tavily's search & news API, with explicit site inclusions/exclusions
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Tavily search
- • Business process automation
- • Workflow optimization
- +2 more use cases
TeamRetro
This MCP server allows LLMs to interact with TeamRetro, allowing LLMs to manage user, team, team member, retrospective, health check, action, agreement and fetch the reports.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with TeamRetro
- • Business process automation
- • Workflow optimization
- +2 more use cases
Telegram
An MCP server that provides paginated chat reading, message retrieval, and message sending capabilities for Telegram through Telethon integration.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Telegram
- • Business process automation
- • Workflow optimization
- +2 more use cases
Telegram-Client
A Telegram API bridge that manages user data, dialogs, messages, drafts, read status, and more for seamless interactions.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Telegram-Client
- • Business process automation
- • Workflow optimization
- +2 more use cases
Tempo
An MCP server to query traces/spans from Grafana Tempo.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Tempo
- • Business process automation
- • Workflow optimization
- +2 more use cases
Teradata
his MCP server enables LLMs to interact with Teradata databases. This MCP Server support tools and prompts for multi task data analytics
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Teradata
- • Business process automation
- • Workflow optimization
- +2 more use cases
Terminal-Control
A MCP server that enables secure terminal command execution, directory navigation, and file system operations through a standardized interface.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Terminal-Control
- • Business process automation
- • Workflow optimization
- +2 more use cases
Terraform-Cloud
An MCP server that integrates AI assistants with the Terraform Cloud API, allowing you to manage your infrastructure through natural conversation.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Terraform-Cloud
- • Business process automation
- • Workflow optimization
- +2 more use cases
Things3 MCP
Things3 task management integration for macOS with comprehensive TODO, project, and tag management.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Things3 MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
Think MCP
Enhances any agent's reasoning capabilities by integrating the think-tools, as described in Anthropic's article.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Think MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
TickTick
A Model Context Protocol (MCP) server designed to integrate with the TickTick task management platform, enabling intelligent context-aware task operations and automation.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with TickTick
- • Business process automation
- • Workflow optimization
- +2 more use cases
Ticketmaster
Search for events, venues, and attractions through the Ticketmaster Discovery API
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Ticketmaster
- • Business process automation
- • Workflow optimization
- +2 more use cases
Todoist
Interact with Todoist to manage your tasks.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Todoist
- • Business process automation
- • Workflow optimization
- +2 more use cases
Todos
A practical todo list manager to use with your favourite chatbot.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Todos
- • Business process automation
- • Workflow optimization
- +2 more use cases
Ton Blockchain MCP
An MCP server for interacting with Ton Blockchain.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Ton Blockchain MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
TouchDesigner
An MCP server for TouchDesigner, enabling interaction with TouchDesigner projects, nodes, and parameters.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with TouchDesigner
- • Business process automation
- • Workflow optimization
- +2 more use cases
Travel Planner
Travel planning and itinerary management server integrating with Google Maps API for location search, place details, and route calculations.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Travel Planner
- • Business process automation
- • Workflow optimization
- +2 more use cases
Trello MCP Server
An MCP server that interact with user Trello boards, modifying them with prompting.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Trello MCP Server
- • Business process automation
- • Workflow optimization
- +2 more use cases
Tripadvisor
A MCP server that enables LLMs to interact with Tripadvisor API, supporting location data, reviews, and photos through standardized MCP interfaces
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Tripadvisor
- • Business process automation
- • Workflow optimization
- +2 more use cases
Tsuki-Mcp-Filesystem-Server
A simple, fast, and fully MCP-compliant server for listing local filesystem files. Built with Python + FastAPI. Designed for OpenAI's Agent SDK via `resources/list`.
Business Potential
High - automate document workflows, reduce manual file management, enable AI-driven content analysis
Common Use Cases
- • Automated invoice processing and document analysis
- • Report generation from CSV and Excel data
- • Digital asset organization and management
- +2 more use cases
Tyk API Management
Chat with all of your organization's managed APIs and perform other API lifecycle operations, managing tokens, users, analytics, and more.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Tyk API Management
- • Business process automation
- • Workflow optimization
- +2 more use cases
Typesense
A Model Context Protocol (MCP) server implementation that provides AI models with access to Typesense search capabilities. This server enables LLMs to discover, search, and analyze data stored in T...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Typesense
- • Business process automation
- • Workflow optimization
- +2 more use cases
USPTO
MCP server for accessing United States Patent & Trademark Office data through its Open Data Protocol (ODP) API.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with USPTO
- • Business process automation
- • Workflow optimization
- +2 more use cases
Unity Catalog
An MCP server that enables LLMs to interact with Unity Catalog AI, supporting CRUD operations on Unity Catalog Functions and executing them as MCP tools.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Unity Catalog
- • Business process automation
- • Workflow optimization
- +2 more use cases
Unity Integration (Advanced)
Advanced Unity3d Game Engine MCP which supports ,Execution of Any Editor Related Code Directly Inside of Unity, Fetch Logs, Get Editor State and Allow File Access of the Project making it much more...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Unity Integration (Advanced)
- • Business process automation
- • Workflow optimization
- +2 more use cases
Unity3d Game Engine
An MCP server that enables LLMs to interact with Unity3d Game Engine, supporting access to a variety of the Unit's Editor engine tools (e.g. Console Logs, Test Runner logs, Editor functions, hierar...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Unity3d Game Engine
- • Business process automation
- • Workflow optimization
- +2 more use cases
Unleash Integration (Feature Toggle)
A Model Context Protocol (MCP) server implementation that integrates with Unleash Feature Toggle system. Provide a bridge between LLM applications and Unleash feature flag system
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Unleash Integration (Feature Toggle)
- • Business process automation
- • Workflow optimization
- +2 more use cases
User Feedback
Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with User Feedback
- • Business process automation
- • Workflow optimization
- +2 more use cases
Vectara
Query Vectara's trusted RAG-as-a-service platform.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Vectara
- • Business process automation
- • Workflow optimization
- +2 more use cases
Vega-Lite
Generate visualizations from fetched data using the VegaLite format and renderer.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Vega-Lite
- • Business process automation
- • Workflow optimization
- +2 more use cases
Vertica
Vertica database integration in Python with configurable access controls and schema inspection
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Vertica
- • Business process automation
- • Workflow optimization
- +2 more use cases
Vibe Check
An MCP server leveraging an external oversight layer to "vibe check" agents, and also self-improve accuracy & user alignment over time. Prevents scope creep, code bloat, misalignment, misinterpreta...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Vibe Check
- • Business process automation
- • Workflow optimization
- +2 more use cases
Video Editor
A Model Context Protocol Server to add, edit, and search videos with Video Jungle.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Video Editor
- • Business process automation
- • Workflow optimization
- +2 more use cases
Video Still Capture
📷 Capture video stills from an OpenCV-compatible webcam or other video source.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Video Still Capture
- • Business process automation
- • Workflow optimization
- +2 more use cases
Virtual location (Google Street View,etc.)
Integrates Google Map, Google Street View, PixAI, Stability.ai, ComfyUI API and Bluesky to provide a virtual location simulation in LLM (written in Effect.ts)
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Virtual location (Google Street View,etc.)
- • Business process automation
- • Workflow optimization
- +2 more use cases
VolcEngine TOS
A sample MCP server for VolcEngine TOS that flexibly get objects from TOS.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with VolcEngine TOS
- • Business process automation
- • Workflow optimization
- +2 more use cases
Voyp
VOYP MCP server for making calls using Artificial Intelligence.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Voyp
- • Business process automation
- • Workflow optimization
- +2 more use cases
Wanaku MCP Router
The Wanaku MCP Router is a SSE-based MCP server that provides an extensible routing engine that allows integrating your enterprise systems with AI agents.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Wanaku MCP Router
- • Business process automation
- • Workflow optimization
- +2 more use cases
Webflow
Interfact with the Webflow APIs
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Webflow
- • Business process automation
- • Workflow optimization
- +2 more use cases
WhatsApp MCP Server
MCP server for your personal WhatsApp handling individuals, groups, searching and sending.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with WhatsApp MCP Server
- • Business process automation
- • Workflow optimization
- +2 more use cases
Whois MCP
MCP server that performs whois lookup against domain, IP, ASN and TLD.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Whois MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
Wikidata MCP
Wikidata MCP server that interact with Wikidata, by searching identifiers, extracting metadata, and executing sparql query.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Wikidata MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
WildFly MCP
WildFly MCP server that enables LLM to interact with running WildFly servers (retrieve metrics, logs, invoke operations, ...).
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with WildFly MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
Windows CLI
MCP server for secure command-line interactions on Windows systems, enabling controlled access to PowerShell, CMD, and Git Bash shells.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Windows CLI
- • Business process automation
- • Workflow optimization
- +2 more use cases
Workflowy
A server that interacts with workflowy.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Workflowy
- • Business process automation
- • Workflow optimization
- +2 more use cases
World Bank data API
A server that fetches data indicators available with the World Bank as part of their data API
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with World Bank data API
- • Business process automation
- • Workflow optimization
- +2 more use cases
Wren Engine
The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Wren Engine
- • Business process automation
- • Workflow optimization
- +2 more use cases
X (Twitter)
Interact with twitter API. Post tweets and search for tweets by query.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with X (Twitter)
- • Business process automation
- • Workflow optimization
- +2 more use cases
X (Twitter)
Create, manage and publish X/Twitter posts directly through Claude chat.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with X (Twitter)
- • Business process automation
- • Workflow optimization
- +2 more use cases
XMind
Read and search through your XMind directory containing XMind files.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with XMind
- • Business process automation
- • Workflow optimization
- +2 more use cases
Xcode
MCP server that brings AI to your Xcode projects, enabling intelligent code assistance, file operations, project management, and automated development tasks.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Xcode
- • Business process automation
- • Workflow optimization
- +2 more use cases
Xero-mcp-server
Enabling clients to interact with Xero system for streamlined accounting, invoicing, and business operations.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Xero-mcp-server
- • Business process automation
- • Workflow optimization
- +2 more use cases
XiYan
🗄️ An MCP server that supports fetching data from a database using natural language queries, powered by XiyanSQL as the text-to-SQL LLM.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with XiYan
- • Business process automation
- • Workflow optimization
- +2 more use cases
YNAB
A Model Context Protocol (MCP) server for integrating with YNAB (You Need A Budget), allowing AI assistants to securely access and analyze your financial data.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with YNAB
- • Business process automation
- • Workflow optimization
- +2 more use cases
YouTube
Extract Youtube video information (with proxies support).
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with YouTube
- • Business process automation
- • Workflow optimization
- +2 more use cases
YouTube
Comprehensive YouTube API integration for video management, Shorts creation, and analytics.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with YouTube
- • Business process automation
- • Workflow optimization
- +2 more use cases
YouTube Video Summarizer
Summarize lengthy youtube videos.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with YouTube Video Summarizer
- • Business process automation
- • Workflow optimization
- +2 more use cases
Zoom
Create, update, read and delete your zoom meetings.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with Zoom
- • Business process automation
- • Workflow optimization
- +2 more use cases
arXiv API
An MCP server that enables interacting with the arXiv API using natural language.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with arXiv API
- • Business process automation
- • Workflow optimization
- +2 more use cases
arxiv-latex-mcp
MCP server that fetches and processes arXiv LaTeX sources for precise interpretation of mathematical expressions in papers.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with arxiv-latex-mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
browser-use
browser-use MCP server with dockerized playwright + chromium + vnc. supports stdio & resumable http.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with browser-use
- • Business process automation
- • Workflow optimization
- +2 more use cases
code-assistant
A coding assistant MCP server that allows to explore a code-base and make changes to code. Should be used with trusted repos only (insufficient protection against prompt injections).
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with code-assistant
- • Business process automation
- • Workflow optimization
- +2 more use cases
code-executor
An MCP server that allows LLMs to execute Python code within a specified Conda environment.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with code-executor
- • Business process automation
- • Workflow optimization
- +2 more use cases
code-sandbox-mcp
An MCP server to create secure code sandbox environment for executing code within Docker containers.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with code-sandbox-mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
cognee-mcp
GraphRAG memory server with customizable ingestion, data processing and search
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with cognee-mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
coin_api_mcp
Provides access to coinmarketcap cryptocurrency data.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with coin_api_mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
commands
Run commands and scripts. Just like in a terminal.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with commands
- • Business process automation
- • Workflow optimization
- +2 more use cases
consul-mcp
A consul MCP server for service management, health check and Key-Value Store
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with consul-mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
context-portal
Context Portal (ConPort) is a memory bank database system that effectively builds a project-specific knowledge graph, capturing entities like decisions, progress, and architecture, along with their...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with context-portal
- • Business process automation
- • Workflow optimization
- +2 more use cases
crypto-feargreed-mcp
Providing real-time and historical Crypto Fear & Greed Index data.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with crypto-feargreed-mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
crypto-indicators-mcp
An MCP server providing a range of cryptocurrency technical analysis indicators and strategies.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with crypto-indicators-mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
crypto-sentiment-mcp
An MCP server that delivers cryptocurrency sentiment analysis to AI agents.
Business Potential
Medium - streamline scheduling, improve global coordination, optimize time-sensitive workflows
Common Use Cases
- • Global meeting coordination
- • Automated scheduling optimization
- • Time-zone aware business operations
- +2 more use cases
cryptopanic-mcp-server
Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with cryptopanic-mcp-server
- • Business process automation
- • Workflow optimization
- +2 more use cases
deepseek-thinker-mcp
A MCP (Model Context Protocol) provider Deepseek reasoning content to MCP-enabled AI Clients, like Claude Desktop. Supports access to Deepseek's thought processes from the Deepseek API service or f...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with deepseek-thinker-mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
dune-analytics-mcp
A mcp server that bridges Dune Analytics data to AI agents.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with dune-analytics-mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
eBook-mcp
A lightweight MCP server that allows LLMs to read and interact with your personal PDF and EPUB ebooks. Ideal for building AI reading assistants or chat-based ebook interfaces.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with eBook-mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
eechat
An open-source, cross-platform desktop application that seamlessly connects with MCP servers, across Linux, macOS, and Windows.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with eechat
- • Business process automation
- • Workflow optimization
- +2 more use cases
fabric-mcp-server
The fabric-mcp-server is an MCP server that integrates Fabric patterns with Cline, exposing them as tools for AI-driven task execution and enhancing Cline's capabilities.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with fabric-mcp-server
- • Business process automation
- • Workflow optimization
- +2 more use cases
fastn.ai – Unified API MCP Server
A remote, dynamic MCP server with a unified API that connects to 1,000+ tools, actions, and workflows, featuring built-in authentication and monitoring.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with fastn.ai – Unified API MCP Server
- • Business process automation
- • Workflow optimization
- +2 more use cases
freqtrade-mcp
An MCP server that integrates with the Freqtrade cryptocurrency trading bot.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with freqtrade-mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
hyprmcp
Lightweight MCP server for `hyprland`.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with hyprmcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
iFlytek SparkAgent Platform
This is a simple example of using MCP Server to invoke the task chain of the iFlytek SparkAgent Platform.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with iFlytek SparkAgent Platform
- • Business process automation
- • Workflow optimization
- +2 more use cases
iFlytek Workflow
Connect to iFlytek Workflow via the MCP server and run your own Agent.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with iFlytek Workflow
- • Business process automation
- • Workflow optimization
- +2 more use cases
iMCP
A macOS app that provides an MCP server for your iMessage, Reminders, and other Apple services.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with iMCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
iOS Simulator
A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with iOS Simulator
- • Business process automation
- • Workflow optimization
- +2 more use cases
iTerm MCP
Integration with iTerm2 terminal emulator for macOS, enabling LLMs to execute and monitor terminal commands.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with iTerm MCP
- • Business process automation
- • Workflow optimization
- +2 more use cases
iTerm MCP Server
A Model Context Protocol (MCP) server implementation for iTerm2 terminal integration. Able to manage multiple iTerm Sessions.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with iTerm MCP Server
- • Business process automation
- • Workflow optimization
- +2 more use cases
interactive-mcp
Enables interactive LLM workflows by adding local user prompts and chat capabilities directly into the MCP loop.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with interactive-mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
jobswithgpt
Job search MCP using jobswithgpt which indexes 500K+ public job listings and refreshed continously.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with jobswithgpt
- • Business process automation
- • Workflow optimization
- +2 more use cases
jupiter-mcp
An MCP server for executing token swaps on the Solana blockchain using Jupiter's new Ultra API.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with jupiter-mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
k8s-multicluster-mcp
An MCP server for interact with multiple Kubernetes clusters simultaneously using multiple kubeconfig files.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with k8s-multicluster-mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
kintone
Manage records and apps in kintone through LLM tools.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with kintone
- • Business process automation
- • Workflow optimization
- +2 more use cases
lean-lsp-mcp
Interact with the Lean theorem prover via the Language Server Protocol.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with lean-lsp-mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
lldb-mcp
A Model Context Protocol server for LLDB that provides LLM-driven debugging.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with lldb-mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
llm-context
Provides a repo-packing MCP tool with configurable profiles that specify file inclusion/exclusion patterns and optional prompts.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with llm-context
- • Business process automation
- • Workflow optimization
- +2 more use cases
lsp-mcp
Interact with Language Servers usint the Language Server Protocol to provide additional context information via hover, code actions and completions.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with lsp-mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
lucene-mcp-server
spring boot server using Lucene for fast document search and management.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with lucene-mcp-server
- • Business process automation
- • Workflow optimization
- +2 more use cases
mac-messages-mcp
An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number v...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with mac-messages-mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
mcp-containerd
The containerd MCP implemented by Rust supports the operation of the CRI interface.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with mcp-containerd
- • Business process automation
- • Workflow optimization
- +2 more use cases
mcp-grep
Python-based MCP server that brings grep functionality to LLMs. Supports common grep features including pattern searching, case-insensitive matching, context lines, and recursive directory searches.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with mcp-grep
- • Business process automation
- • Workflow optimization
- +2 more use cases
mcp-k8s-go
Golang-based Kubernetes server for MCP to browse pods and their logs, events, namespaces and more. Built to be extensible.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with mcp-k8s-go
- • Business process automation
- • Workflow optimization
- +2 more use cases
mcp-local-rag
"primitive" RAG-like web search model context protocol (MCP) server that runs locally using Google's MediaPipe Text Embedder and DuckDuckGo Search.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with mcp-local-rag
- • Business process automation
- • Workflow optimization
- +2 more use cases
mcp-meme-sticky
Make memes or stickers using MCP server for WhatsApp or Telegram.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with mcp-meme-sticky
- • Business process automation
- • Workflow optimization
- +2 more use cases
mcp-open-library
A Model Context Protocol (MCP) server for the Open Library API that enables AI assistants to search for book and author information.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with mcp-open-library
- • Business process automation
- • Workflow optimization
- +2 more use cases
mcp-proxy
Connect to MCP servers that run on SSE transport, or expose stdio servers as an SSE server.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with mcp-proxy
- • Business process automation
- • Workflow optimization
- +2 more use cases
mcp-salesforce
MCP server with basic demonstration of interactions with your Salesforce instance
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with mcp-salesforce
- • Business process automation
- • Workflow optimization
- +2 more use cases
mcp-sanctions
Screen individuals and organizations against global sanctions lists (OFAC, SDN, UN, etc). Query by prompt or document upload.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with mcp-sanctions
- • Business process automation
- • Workflow optimization
- +2 more use cases
mcp-server-leetcode
Practice and retrieve problems from LeetCode. Automate problem retrieval, solutions, and insights for coding practice and competitions.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with mcp-server-leetcode
- • Business process automation
- • Workflow optimization
- +2 more use cases
mcp-vision
A MCP server exposing HuggingFace computer vision models such as zero-shot object detection as tools, enhancing the vision capabilities of large language or vision-language models.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with mcp-vision
- • Business process automation
- • Workflow optimization
- +2 more use cases
mcp-weather
Accurate weather forecasts via the AccuWeather API (free tier available).
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with mcp-weather
- • Business process automation
- • Workflow optimization
- +2 more use cases
mcp_weather
Get weather information from https://api.open-meteo.com API.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with mcp_weather
- • Business process automation
- • Workflow optimization
- +2 more use cases
mem0-mcp
A Model Context Protocol server for Mem0, which helps with managing coding preferences.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with mem0-mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
n8n
This MCP server provides tools and resources for AI assistants to manage n8n workflows and executions, including listing, creating, updating, and deleting workflows, as well as monitoring their exe...
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with n8n
- • Business process automation
- • Workflow optimization
- +2 more use cases
nomad-mcp
A server that provides a set of tools for managing Nomad clusters through the MCP.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with nomad-mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
ntfy-mcp
The MCP server that keeps you informed by sending the notification on phone using ntfy
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with ntfy-mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
ntfy-me-mcp
An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted ntfy server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!)
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with ntfy-me-mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
oatpp-mcp
C++ MCP integration for Oat++. Use Oat++ to build MCP servers.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with oatpp-mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
obsidian-mcp
(by Steven Stavrakis) An MCP server for Obsidian.md with tools for searching, reading, writing, and organizing notes.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with obsidian-mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
pancakeswap-poolspy-mcp
An MCP server that tracks newly created liquidity pools on Pancake Swap.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with pancakeswap-poolspy-mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
pydantic/pydantic-ai/mcp-run-python
Run Python code in a secure sandbox via MCP tool calls, powered by Deno and Pyodide
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with pydantic/pydantic-ai/mcp-run-python
- • Business process automation
- • Workflow optimization
- +2 more use cases
scrapling-fetch
Access text content from bot-protected websites. Fetches HTML/markdown from sites with anti-automation measures using Scrapling.
Business Potential
High - automate market research, competitive intelligence, content aggregation for marketing
Common Use Cases
- • Competitive intelligence gathering
- • Market research automation
- • Content aggregation for marketing
- +2 more use cases
thegraph-mcp
An MCP server that powers AI agents with indexed blockchain data from The Graph.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with thegraph-mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
token-minter-mcp
An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with token-minter-mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
token-revoke-mcp
An MCP server for checking and revoking ERC-20 token allowances across multiple blockchains.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with token-revoke-mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
uniswap-poolspy-mcp
An MCP server that tracks newly created liquidity pools on Uniswap across nine blockchain networks.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with uniswap-poolspy-mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
uniswap-trader-mcp
An MCP server for AI agents to automate token swaps on Uniswap DEX across multiple blockchains.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with uniswap-trader-mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
weather-mcp-server
Get real-time weather data for any location using weatherapi.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with weather-mcp-server
- • Business process automation
- • Workflow optimization
- +2 more use cases
whale-tracker-mcp
A mcp server for tracking cryptocurrency whale transactions.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with whale-tracker-mcp
- • Business process automation
- • Workflow optimization
- +2 more use cases
xcodebuild
🍎 Build iOS Xcode workspace/project and feed back errors to llm.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with xcodebuild
- • Business process automation
- • Workflow optimization
- +2 more use cases
yfinance
💹The MCP YFinance Stock Server provides real-time and historical stock data in a standard format, powering dashboards, AI agents,and research tools with seamless financial insights.
Business Potential
Medium - enhances AI capabilities and workflow automation potential
Common Use Cases
- • Enhanced AI capabilities with yfinance
- • Business process automation
- • Workflow optimization
- +2 more use cases