Browse 32,936 community-built MCP servers
A semantic search system for PDF documents that provides automatic text extraction, vectorization, and a knowledge base interface via the Model Context Protocol.
A sophisticated Perplexity and OpenRouter integration for MCP that distinguishes between simple and complex web-search queries while supporting file attachments for deep contextual analysis.
A LangChain.js adapter that allows developers to integrate and use Model Context Protocol (MCP) servers as toolkits within LangChain workflows and agents.
Experimental agent prototype demonstrating programmatic MCP tool composition, progressive tool discovery, state persistence, and skill building through TypeScript code execution by Adam Jones
A robust HTTP API Layer (HAL) for MCP that enables LLMs to perform secure web requests and automatically generates tools from OpenAPI/Swagger specifications.
A highly efficient task management server that allows AI to manage structured todo lists across Markdown, JSON, and YAML formats with built-in WIP management and duplicate prevention.
Enables multi-account email management with AI-powered monitoring, intelligent filtering, and automated notifications across multiple platforms including Gmail, Outlook, QQ Mail, and 163 Mail.
TypeScript MCP server for AI-powered containerization workflows with Docker and Kubernetes support
A comprehensive MCP server providing real-time and historical MLB data, including standings, player statistics, sabermetrics, live game data, and play-by-play highlights.
Give any LLM its own computer — Docker sandboxes with bash, browser, docs, and sub-agents
A universal MCP (Model Context Protocol) server to integrate any API with Claude Desktop using only Docker configurations.
Agent-native semantic layer, letting AI agents query databases through specifying intent instead of writing SQL, then compiling structured queries into correct, dialect-aware SQL. Dynamic and expressive, supporting multi-stage queries, time-shifts, and complex join schemas.
The TomTom MCP Server simplifies geospatial development by providing seamless access to TomTom's location services, including search, routing, traffic and static maps data.
Access real-time DEX data, liquidity pools, token information, and trading analytics across multiple blockchain networks with DexPaprika by CoinPaprika.
A comprehensive MCP server that wraps the Salesforce CLI (sf), dynamically exposing its full command suite as tools for interacting with Salesforce orgs, metadata, and data directly from LLM interfaces.
A LinkedIn API integration for the Model Context Protocol, enabling LLMs to search for professional profiles and retrieve detailed career information through standardized tools.
Transforms unstructured project information into a searchable, interconnected documentation knowledge base using advanced metadata generation and fuzzy search.
A security auditing tool for MCP configurations that scans for exposed secrets, unauthorized API endpoints, and AI model configurations across local environments and GitHub repositories.
A Clojure and ClojureScript toolkit for building Model Context Protocol (MCP) clients and servers with support for both STDIO and HTTP/SSE transports.
A comprehensive MCP server for Microsoft Graph API that provides deep integration with Outlook, Calendar, OneDrive, and Contacts for full-lifecycle communication and file management.
An MCP server that enables OCR capabilities via Mistral AI's API, allowing users to extract and process text from local or remote images and PDF documents.
A specialized MCP server that integrates with Solodit's vulnerability database to search and retrieve detailed smart contract security audit findings and vulnerability reports.
A specialized MCP server for AntV visualization libraries that provides documentation context and code examples for G2, G6, and F2, optimized for AI-driven development.
A tool for validating, analyzing, and syncing skills and configurations between Claude Code and Codex CLI, featuring smart recommendations and dependency management.
A lightweight Python server that enables Large Language Models to orchestrate multi-agent CrewAI workflows by automatically loading agent and task configurations from YAML files.
Battle-tested skill library for AI agents. Save 98% of API costs with ready-to-use code for crypto, PDFs, search, web scraping & more. No trial-and-error, no expensive APIs.
A tool to search, retrieve, and manage enterprise knowledge across multiple platforms like Slack, Gmail, and Google Drive using semantic search and agentic retrieval.
A Golang documentation MCP server that enables LLMs to search for packages on pkg.go.dev and retrieve detailed package information and subpackage structures.
A robust browser automation and accessibility auditing server that uses Playwright and Axe-core to perform WCAG compliance checks and handle complex web interactions.
MCP (Model Context Protocol) Server. Enables AI to interact with Emacs by generating and executing Elisp code for buffer manipulation, text editing, and configuration changes without requiring users to write Elisp themselves.