Browse 27,750 community-built MCP servers
An MCP server for the NASA Astrophysics Data System (ADS) that enables searching, citation graph traversal, and bibliography management for astrophysics literature. It provides tools for computing citation metrics, resolving astronomical object names, and managing paper libraries through natural language.
Provides integration with the Gopher AI API to search Twitter for posts using natural language queries, delivering relevance scores and detailed metadata.
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
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.
An MCP server for the atPlatform ecosystem, providing decentralized tools for managing atKey data and accessing comprehensive protocol documentation.
A cross-platform MCP server that gives AI agents visual capabilities through screenshot capture, PII masking, and multi-monitor support for UI analysis and documentation.
A curated list of awesome MCP (Model Context Protocol) servers, tools, and resources for Claude Desktop and AI assistants
A collaboration bridge enabling autonomous development workflows between Claude and Gemini with role-based task management, dependency tracking, and automated project planning.
A documentation automation server that tracks Git changes from GitHub or GitLab and uses AI to generate and maintain documentation in Markdown or Confluence via MCP.
A robust C++ MCP server library providing STDIO and SSE transport modes for integrating tools, resources, and templates into AI applications with high performance.
MCP (Model Context Protocol) Server. Integrates Neo4j graph databases, enabling natural language interactions for complex relationship modeling and graph-based analytics.
.NET library, CLI tool, and MCP server for searching NixOS packages, options, and flakes. Search from code, command line, or AI assistants like Claude.
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.
A terminal-based inspector for MCP servers that allows users to interactively test tools, browse resources, and monitor server logs and message history across multiple transports.
The official Scalekit MCP server allows AI agents to manage identity and access operations, including environment configuration, OIDC connections, and organization/user administration via natural language.
MCP (Model Context Protocol) Server. Integrates with the OSV Database API to query for security vulnerabilities in software packages, retrieve CVE information, and identify affected and fixed versions.
A robust orchestration layer for AI agents that enables seamless delegation, real-time progress tracking, and transparent communication between specialized sub-agents.
A robust MCP server that enables AI models to see and interpret your desktop by capturing screenshots and analyzing them through the Claude Vision API.
MCP (Model Context Protocol) Server. Provides embedding search capabilities for transcripts using a SQLite database, enabling efficient semantic retrieval of relevant text segments for applications like podcast analysis or content recommendation.
Enhanced Home Assistant MCP server with 22 context efficient tools for smart home control, automation trace debugging, entity registry management, CEL expression queries, and long-term statistics.
A toolset for interacting with Jupyter notebooks that enables reading, adding, and executing cells, as well as running entire notebooks programmatically.
Comprehensive MCP (Model Context Protocol) server for database management and analysis. Supports multiple database types including PostgreSQL, MySQL, SQLite, SQL Server, MongoDB, and Redis.
MCP persistent memory service — let AI assistants remember across sessions. Powered by Qdrant vector search + Ollama/Gemini embedding with hybrid retrieval (vector + BM25).
A Model Context Protocol server that automates Povio worklog management by analyzing git commits, enhancing descriptions with AI, and posting entries directly to the Povio dashboard.
This MCP server integrates with Jira to facilitate project management tasks like querying and modifying issues via the Claude desktop interface.
MCP (Model Context Protocol) Server. Generates random UUID v4 strings on demand through a lightweight FastMCP server implementation.
MCP (Model Context Protocol) Server. Integrates with the Adamik API to enable blockchain operations and custom AI functionalities via Starknet, supporting secure API key management and efficient request handling.
MCP (Model Context Protocol) Server. Implements a Four-in-a-Row (Connect Four) game with RESTful API endpoints for creating games, making moves, checking win conditions, and managing game state with support for custom board dimensions and persistent storage.
An MCP server that enables AI to capture highly customizable website screenshots using the ScreenshotOne API, featuring ad-blocking, element selection, and Cloudflare CDN integration.
MCP (Model Context Protocol) Server. Integrates Google Search Console and Google Analytics 4 data through unified tools for search analytics, traffic overviews, page performance analysis, and combined insights that correlate search visibility with actual traffic metrics.