Browse 26,344 community-built MCP servers
MCP (Model Context Protocol) Server. Integrates with UML diagramming tools to generate visual representations of system architecture, class relationships, and process flows directly from code or text descriptions within conversational interfaces.
MCP (Model Context Protocol) Server. Provides a structured thinking framework for breaking down complex problems into sequential steps while recommending appropriate tools for each stage based on context and progress tracking.
MCP (Model Context Protocol) Server. Enables high-frequency communication between users and AI tools through multiple interface options, providing option selection and information requests to improve interaction efficiency by confirming approaches before execution.
A specialized MCP server that integrates with the Bitget API to provide real-time cryptocurrency prices, detailed token information, and platform announcements.
A Python tool that automatically converts OpenAPI(Swagger, ETAPI) compatible specifications into fully functional Model Context Protocol (MCP) servers. Generates Docker-ready implementations with support for SSE/IO communication protocols, authentication, and comprehensive error handling. https://pypi.org/project/openapi-mcp-generator/
MCP (Model Context Protocol) Server. Integrates with Etherscan's API to provide Ethereum blockchain data tools for balance checking, transaction tracking, and smart contract analysis.
A specialized MCP server that provides AI agents with searchable access to over 8,500 curated GitHub 'awesome lists', offering vetted resources for machine learning, development tools, and more.
MCP (Model Context Protocol) Server. Integrates with Votars platform to provide access to meeting transcripts, enabling retrieval and analysis of voice recordings through transcript fetching tools.
A comprehensive MCP server that enables AI agents to manage Fastly CDN infrastructure, including service configuration, performance monitoring, and cache management via the Fastly CLI.
MCP (Model Context Protocol) Server. Bridges LLMs with Agent-to-Agent protocol-compatible agents, enabling delegation of complex tasks to specialized external agents without requiring direct protocol implementation
A browser automation server built on the Rod framework that enables LLMs to interact with web pages through actions like clicking, taking screenshots, and generating PDFs.
Run queries against InfluxDB OSS API v2.
Workers + Stytch TODO App MCP Server
MCP (Model Context Protocol) Server. Integrate with Maton APIs through function calling. This protocol supports various apps and actions to interact with different Maton services.
MCP server for Japanese labor & social insurance law — e-Gov API, MHLW 通達, JAISH 安衛通達
Advanced Shodan-based scanner for discovering, verifying, and enumerating Model Context Protocol (MCP) servers and AI infrastructure tools over HTTP & SSE.
A comprehensive MCP server for accessing real-time Weibo data, including user profiles, trending topics, post content, comments, and social relationships.
All-in-one homelab management MCP server. Docker monitoring, volume backup/restore (with compose and env files), Wake-on-LAN, network scanning, and multi-server SSH management.
A powerful MCP server that exposes Language Server Protocol (LSP) features through a headless VS Code environment, allowing AI agents to perform advanced code analysis, symbol manipulation, and file operations across multiple programming languages.
FlowLLM is a framework for developing LLM-based services that automatically exposes Python-defined logic (Ops) as HTTP or MCP service tools. It simplifies the creation of AI assistants and RAG applications by providing built-in support for vector stores, token counting, and complex workflow orchestration.
A specialized MCP server that provides real-time and historical currency exchange rates, supporting conversions and currency listings via the Frankfurter API.
A robust MCP server that provides Tesseract OCR capabilities, allowing users to extract text from local files, URLs, or raw image data with multi-language support.
A robust MCP server for SiYuan Note providing 100% coverage of official APIs for notebook management, document editing, SQL-based searching, and file operations. It enables AI agents to create, organize, and query notes recursively using a block-based structure.
Redis database operations and caching microservice server with support for key-value operations, expiration management, and pattern-based key listing.
A specialized MCP server providing mental models, design patterns, and scientific reasoning frameworks to enhance systematic thinking and analytical problem-solving.
An MCP server that optimizes Apache Spark code using Claude AI to apply performance enhancements like broadcast joins, strategic caching, and query plan improvements.
SuperMCP is a multi-tenant platform for managing isolated MCP servers that bridge AI assistants with PostgreSQL and MSSQL databases using a single connector architecture.
Market research and business intelligence with TAM/SAM calculations and integration across 8 economic data sources: Alpha Vantage, BLS, Census Bureau, FRED, IMF, Nasdaq Data Link, OECD, and World Bank.
An MCP server that provides reliable web search by querying public SearXNG instances and parsing HTML into structured JSON, featuring built-in fallback mechanisms and time-range filtering.
Actor-critic thinking for performance evaluation