Browse 27,455 community-built MCP servers
EGMA: Enhanced GitLab MCP API Server, comes with 143+ tools for AI-powered GitLab integration, MCP server that connects AI assistants to GitLab with intelligent context awareness, URL deduction, and specialized tools for projects, issues, MRs, pipelines, and repository operations. Works with Claude Desktop, Amazon Q, Cursor
An MCP server that enables searching for scientific papers on arXiv and retrieving detailed metadata for specific paper IDs.
MCP (Model Context Protocol) Server. Integrates with Whissle's speech processing API to enable speech-to-text transcription with timestamps and speaker diarization, machine translation between languages, and text summarization using LLM models.
A WebAssembly-based MCP server that maps JavaScript error stack traces and minified code positions back to original source code using source maps.
A comprehensive interface to USGS water services providing real-time hydrological data, flood impact monitoring, and monitoring location metadata for analysis and emergency management.
Provides integration with Bouyomi-chan, a popular Japanese text-to-speech software, allowing models to generate spoken audio with customizable voice, speed, tone, and volume.
MCP (Model Context Protocol) Server. Integrates with CoinMarketCap API to provide real-time cryptocurrency data, market metrics, and Fear & Greed Index through TypeScript tools with smart caching and detailed error handling.
Provides integration with the Gopher AI API to search Twitter for posts using natural language queries, delivering relevance scores and detailed metadata.
MCP (Model Context Protocol) Server. Integrates Neo4j graph databases, enabling natural language interactions for complex relationship modeling and graph-based analytics.
A comprehensive MCP server providing programmatic access to Iconify's database of over 200,000 open-source vector icons, featuring advanced search, icon set browsing, and framework-specific usage code generation.
A Model Context Protocol (MCP) server for searching barnsworthburning.net.
A robust orchestration layer for AI agents that enables seamless delegation, real-time progress tracking, and transparent communication between specialized sub-agents.
A demonstration MCP server that integrates with RTL-SDR hardware to allow AI assistants to tune into FM radio stations and control audio playback.
ChemMCP is a comprehensive chemical molecule computation platform providing 19 specialized tools for SMILES processing, molecular property calculation, AI-driven generation, and database integration.
An MCP server that enables AI agents to play Pokémon games by providing a functional interface for game interaction. It allows for seamless integration with AI clients to execute gameplay tasks and manage game states.
A specialized MCP server that connects AI assistants like Claude and ChatGPT directly to Forterro Proffix Px5 ERP systems for real-time data access and automation.
.NET library, CLI tool, and MCP server for searching NixOS packages, options, and flakes. Search from code, command line, or AI assistants like Claude.
A local MCP server that leverages DeepSeek R1 via Ollama to provide reasoning capabilities for agentic systems, allowing them to offload complex task planning to a specialized reasoning model.
MCP server for agent-to-agent messaging with relational persistence. Discover agents, exchange messages, build relationships, and remember contacts across sessions.
A specialized MCP server that connects AI agents to ntopng network monitoring data via ClickHouse. It provides deep visibility into network traffic, allowing for real-time querying of flows, alerts, talkers, and historical statistics.
Model Context Protocol server for WHOOP API integration. Connect your WHOOP fitness data to Claude Desktop with full OAuth authentication and 18+ API endpoints.
Cryptographic governance for AI agents. Verify, attest, and audit every action before execution.
MCP (Model Context Protocol) Server. Provides a bridge between AI assistants and DeepSeek's language models, enabling chat completion with automatic model fallback and context preservation through the DeepSeek API.
83 rules to catch dangerous PostgreSQL migrations before production. Lock analysis + auto-fix.
MCP (Model Context Protocol) Server. Provides a bridge to The Odds API for accessing sports betting data including available sports, odds comparisons across bookmakers, and quota tracking in both test and live modes.
An MCP server that provides a natural language interface for single-cell RNA sequencing (scRNA-Seq) analysis using the CellRank library, supporting preprocessing, clustering, and visualization.
A comprehensive MCP server for automating VPS server management, including system initialization, Nginx reverse proxy configuration with SSL, and GitHub CI/CD pipeline setup via SSH.
A comprehensive MCP server for Optimizely DXP that automates DevOps tasks including deployments, content synchronization, database exports, and streaming log analysis via direct REST API integration.
A curated list of awesome MCP (Model Context Protocol) servers, tools, and resources for Claude Desktop and AI assistants