Browse 32,334 community-built MCP servers
Provides hybrid semantic and keyword code search for Claude Code using BM25 and vector retrieval. It enables indexing and searching local codebases with language-aware chunking and local embeddings.
FreeAgent accounting MCP: bank reconciliation, expenses, mileage claims and receipts.
A deterministic IVR flow validator that analyzes JSON definitions for structural errors and best practices, featuring a Skybridge widget for interactive visualization in AI clients.
IMCP - Insecure Model Context Protocol The DVWA for AI Security! Welcome to IMCP – a deliberately vulnerable framework that exposes 16 critical security weaknesses in AI/ML systems. Whether you're a security researcher, developer, or educator, IMCP is your playground for hands-on learning about real
Deprecated - renamed to shippingrates-mcp-server
MCP (Model Context Protocol) Server. Provides automated snapshot functionality for capturing and managing system or application state at specific points in time
A technical article aggregator and personal recommendation engine that fetches data from Qiita, Dev.to, NewsAPI, and Hacker News, provides AI summaries via Gemini, and syncs articles to Notion.
Enables Claude Desktop users to generate and edit high-quality images using Google's Gemini AI. Supports text-to-image generation, image transformations with text prompts, and automatic local saving with multilingual support.
Enables interaction with the Tandoor Recipe Manager via the Model Context Protocol. It allows users to search and create recipes, manage meal plan entries, and update shopping list items through natural language.
Connect your Oura Ring to Claude AI assistants. Health metrics with smart analysis tools.
Opens a browser to monitor and retrieve console logs and network requests, providing structured data about web page behavior to LLMs.
Give AI agents a real phone number and voice. Make calls, send email, manage contacts — 26 tools, 12 resources.
A professional MySQL MCP server that provides comprehensive database management, anomaly analysis, performance optimization, and health monitoring diagnostics.
MCP server exposing cellar-door EXIT and ENTRY verifiable markers as AI-native tools
A lightweight proxy for the official GitHub MCP server that uses a YAML whitelist to filter tools, reducing context window usage while providing meta-tools for tool discovery.
A multi-model research agent platform supporting Claude, Gemini, and OpenAI models with web search capabilities, thinking-enabled features, and citation support for advanced research workflows.
Provides comprehensive natural language control over Google Workspace services including Gmail, Drive, Calendar, Docs, Sheets, Slides, Forms, Tasks, and Chat. Features multi-user OAuth 2.1 support, flexible tool tiers, and seamless integration with AI assistants.
A Python-based server that helps users easily install and configure other MCP servers across different platforms.
A Model Context Protocol server that provides access to materials databases through the OPTIMADE API, with focus on Google DeepMind's GNoME dataset containing millions of predicted crystal structures.
A TypeScript Language Server Protocol (LSP) adapter for AI agents that provides deep type inspection, code diagnostics, and real-time type checking within an MCP-compliant environment.
SEC EDGAR financial intelligence with XBRL data, filing search, and insider trades for 8000+ companies
Verified memory infrastructure for AI agents. Every assertion signed, timestamped, and cryptographically proven. Includes session continuity across Claude Code, Cursor, and Windsurf, plus Proof Meter billing attestation.
A Python-based MCP server that utilizes the Nationalize.io API to predict the national origin and cultural demographic distribution of names with probability scores.
Enables deployment of MCP servers on Cloudflare Workers with OAuth authentication and remote connectivity. Provides a template for creating cloud-hosted MCP servers that can be accessed by Claude Desktop and other MCP clients over HTTP/SSE.