Browse 32,574 community-built MCP servers
A token-efficient MCP server for exploring OpenAPI v3.0 and Swagger v2.0 specifications via resources, allowing LLMs to inspect API structures and components without loading entire files into context.
Index of all Model Context Protocol (MCP) clients and their capabilities
MCP server for token-efficient large document analysis via the use of REPL state
Persistent shared memory for AI agents. Hybrid search (pgvector + tsvector), knowledge graph, cognitive scoring, and 16-language temporal extraction. 97.2% Recall@10 on LongMemEval with one PostgreSQL query. Works across Claude Code, Cursor, Codex, OpenClaw, and any MCP client.
YouTube Skills (TranscriptAPI) is the production API for extracting, searching, and analyzing YouTube content at scale. While other tools break when YouTube changes or cap you at 100 requests/day, TranscriptAPI serves 15 million transcripts monthly at 49ms median response time.
Interface with the Rijksmuseum API to search artworks, retrieve artwork details, access image tiles, and explore user collections.
A comprehensive financial market data server for AI agents, providing real-time quotes, technical analysis, and deep fundamental research for A-shares, US stocks, and cryptocurrency.
🤖 一句话编排 AI 工作流 — 186 个专业角色、自动 DAG 并行、YAML 零代码。支持 OpenClaw / Claude Code / Cursor / Copilot 等 14 个 AI 编程工具 + DeepSeek / Claude / OpenAI / Ollama
A specialized MCP server for controlling the SO-ARM100 and SO-101 robot arms via LLM-based agents, supporting multiple transport protocols like STDIO, SSE, and Streamable-HTTP.
MCP (Model Context Protocol) Server. Integrates Z3, CVXPY, and Google OR-Tools to solve constraint satisfaction, convex optimization, and scheduling problems with support for solver chaining where results from one solver feed into another for complex multi-stage optimization workflows.
A Python-based MCP server that bridges AI agents to ROS 2, allowing for real-time robotic control, topic subscription, service calls, and action management through natural language.
A Python-based MCP server that connects AI coding agents to Figma's API, enabling them to access design files and prototypes directly for code generation.
A specialized MCP server that integrates with the Nutrient Document Web Service Processor API to enable document manipulation, digital signing, and OCR using natural language.
MCP (Model Context Protocol) Server. Fetches and analyzes YouTube video transcripts by accepting URLs or video IDs and returning formatted transcript data with timestamps for video content analysis without watching.
A versatile MCP server for web searching and content extraction that supports multiple engines like SearXNG, Tavily, and DuckDuckGo, including a local browser-based search option that requires no API keys.
A robust proxy server that dynamically translates OpenAPI specifications into MCP tools, enabling AI agents to interact with REST APIs via standardized transport protocols and authentication methods.
A RAG-based MCP server that enables users to securely query their own uploaded documents directly from IDEs and MCP clients like Cursor and Claude Desktop.
A comprehensive Airtable integration for MCP that provides full CRUD operations, schema management, batch processing, and AI-powered analytics for your bases.
A comprehensive MCP server that enables AI to build and manage React applications by automating project creation, terminal commands, file manipulations, and long-running process tracking.
A robust MCP server that integrates with major cryptocurrency exchanges via CCXT to provide real-time pricing, historical OHLCV data, and market summaries to LLMs.
A VSCode extension that transforms the editor into an MCP server, allowing external clients to remotely execute editor commands and retrieve workspace metadata via HTTP Streaming and SSE.
A specialized MCP server providing seamless access to Israeli Government Open Data (data.gov.il), enabling AI agents to search, retrieve, and analyze datasets from various national ministries and authorities.
A robust RAG server that indexes Markdown, PDF, and PowerPoint files into a PostgreSQL pgvector database using multilingual embeddings for high-quality semantic search.
Read, update, delete, publish content in your Contentful space(s) from this MCP Server.
A specialized MCP server for accessing Turkish government procurement data via EKAP v2 and Ilan.gov.tr, offering comprehensive search and Markdown-formatted details for tenders, direct procurements, and official public notices.
MCP (Model Context Protocol) Server. Integrates with Google Drive API to enable file listing, searching, and reading for document retrieval and content analysis tasks.
A comprehensive mathematical utility server for MCP that enables LLMs to perform precise arithmetic, statistical analysis, and trigonometric calculations.
A comprehensive MCP server for Django development that enables AI assistants to introspect database schemas, query models, explore URL patterns, and access project configuration safely through read-only tools.
Inspired by Karpathy's LLM Wiki. Local-first LLM knowledge base compiler (Claude Code, Codex, OpenCode, OpenClaw). Turn raw research into a persistent markdown wiki, knowledge graph, and search index that compound over time.
MCP (Model Context Protocol) Server. Integrates with Obsidian via a local REST API to enable reading, writing, and searching notes.