Browse 26,523 community-built MCP servers
Integrates Currents test results into AI agents, allowing them to analyze and debug failing CI tests, retrieve performance metrics, and access historical test data.
A Model Context Protocol integration for Zonos TTS that enables AI models to generate and play expressive, multi-language speech output via PulseAudio.
A production-ready Django app implementing Firebase Model Context Protocol (MCP) server with 14 Firebase tools for AI agents. Features standalone agent, HTTP/stdio transport, LangChain integration, and complete Firebase service coverage (Auth, Firestore, Storage).
An MCP server that fetches GitHub issue details and transforms them into structured task descriptions for LLM workflows, supporting public repositories without authentication.
Agent toolkit for Siren notification platform
A lightweight, ephemeral data sandbox that provides a secure DuckDB environment for AI agents to upload CSVs and execute SQL queries without touching production databases.
A TypeScript-based MCP server that enables natural language control over Docker containers, including operations, monitoring, and resource management.
A tool for exploring and interacting with Swagger/OpenAPI specifications, enabling LLMs to discover endpoints, access documentation, and generate natural language summaries for API integrations.
MCP (Model Context Protocol) Server. Provides web search and advanced research capabilities with specialized tools for browsing, document analysis, media processing, and archive searching to gather information from diverse sources.
MCP (Model Context Protocol) Server. Provides video and audio editing capabilities through FFmpeg integration with 14 tools for media information extraction, format conversion, trimming, merging, subtitle addition, resizing, filtering, frame extraction, thumbnail generation, and audio normalization.
MCP (Model Context Protocol) Server. Integrates with social platforms like Farcaster to provide standardized access to user profiles, content search, thread analysis, and trending topics through flexible stdio and HTTP/SSE transports.
A MCP (Model Context Protocol) server providing long-term memory for LLMs
Tools for AI assistant's deep research: * Google search + webpage reading (incl. JS-rendered pages) * Document & decks analysis * YouTube transcript extraction * Patents + academic paper search * Company and competitors research * Prompts for comprehensive-research, fact-check, summarize-url, news-briefing, patent-portfolio-analysis, competitive-analysis, literature-review, technical-deep-dive
A specialized MCP server providing direct memory access (DMA) capabilities via PCILeech hardware for advanced debugging, reverse engineering, and security research.
A specialized MCP server providing tools to interact with NIST's OSCAL framework, enabling AI agents to access schemas, explore models, and generate valid security compliance documentation.
The official ilert MCP server enables AI assistants to manage alerting, incident response, and on-call schedules using remote Streamable HTTP transport.
A comprehensive MCP server that enables AI assistants to remotely control Minecraft players with capabilities ranging from complex navigation and world interaction to inventory management and trading.
MCP (Model Context Protocol) Server. Enables secure remote command execution through SSH connections with persistent sessions, real-time output streaming, and clean connection management for server administration, deployment automation, and system monitoring workflows.
A comprehensive web search and content extraction server that integrates DuckDuckGo, Google, Felo AI, and Jina Reader to provide LLM-friendly markdown content, metadata, and technical insights.
A VoIP telephony MCP server that connects Claude to phone networks via SIP, using OpenAI's Real-Time Voice API for natural, automated conversations. It features intelligent call brief processing and supports high-quality G.722 audio for professional-sounding interactions.
MCP (Model Context Protocol) Server. Lightweight Spring Boot server for retrieving and searching course details from Dan Vega's YouTube tutorials, providing easy access to educational content metadata.
MCP (Model Context Protocol) Server. Provides advanced reasoning capabilities through simulated algorithms including Monte Carlo Tree Search, Beam Search, and Hybrid Reasoning, delivering structured JSON responses with complete reasoning traces for complex problem-solving in software development.
A tool-calling bridge that exposes Claude Code's agentic capabilities through a structured task delegation interface, enabling automated code generation and session-based multi-turn interactions.
Stop building AI agents from scratch. Bootstrap starter Agent app with LangGraph, CopilotKit, and beautiful generative UIs.
Language to Maps
A toolset for enforcing structured Spec-Driven Development (SDD) workflows, guiding developers from project initialization through requirements and design to test-driven implementation.
An MCP server providing real-time weather forecasts and severe weather alerts for locations across the United States using Node.js.
A WeChat automation server that uses ADB to control Android emulators (LDPlayer 9), allowing AI assistants to send personalized messages and capture screenshots directly through the mobile interface.
A specialized MCP server providing AI assistants with comprehensive access to Safaricom's Daraja M-Pesa API documentation, including search, comparison, and retrieval of 22 different payment and business operation APIs.
MCP (Model Context Protocol) Server. Integrates with Apple's Reminders app to create, read, and manage tasks with specified parameters like titles, notes, due dates, and priority levels