Browse 32,574 community-built MCP servers
CodeGraph transforms codebases into semantically searchable knowledge graphs with reasoning agents that analyze dependencies, architecture, and impact for AI assistants. It utilizes SurrealDB and hybrid vector/lexical search to provide deep architectural context instead of simple text matching.
Interact with the Heroku Platform through LLM-driven tools for managing apps, add-ons, dynos, databases, and more.
A sample MCP server for AWS S3 that flexibly fetches objects from S3 such as PDF documents.
A modular external attack surface mapping tool that integrates popular reconnaissance utilities like subfinder and naabu into a natural language interface for security professionals.
A specialized Playwright MCP server that provides a persistent JavaScript execution environment, allowing agents to maintain browser state and page context across multiple tool calls.
A comprehensive MCP server for managing DigitalOcean App Platform resources, allowing AI assistants to deploy apps, manage deployments, inspect logs, and monitor infrastructure metrics.
A Google Maps Platform MCP server that grounds LLM responses in official documentation and code samples to aid in map-based application development.
A lightweight persistent memory layer for MCP clients that uses SQLite and vector embeddings to store, search, and visualize shared memories through a knowledge graph.
MCP (Model Context Protocol) Server. Enables AI to manage DigitalOcean cloud infrastructure by providing access to account information, droplets, domains, firewalls, and other services for monitoring and automation tasks.
The official Alpha Vantage MCP server provides access to real-time stock market data and financial information via the Alpha Vantage API, supporting both Stdio and Streamable HTTP modes.
Shop groceries across the Rohlik Group platforms (Rohlik.cz, Knuspr.de, Gurkerl.at, Kifli.hu, Sezamo.ro)
Hook-based token compressor for 5 AI CLI hosts (Claude Code, Copilot CLI, OpenCode, Gemini CLI, Codex CLI). Up to 95% bash compression, signature-mode for code reads, cross-call dedup, MCP server, self-teaching protocol. Zero runtime deps.
Local-first knowledge base MCP server. Lets AI agents (Claude Code, Cursor, etc.) read and write your personal knowledge base through 20 MCP tools. Zero cloud dependency — all files stay on your machine.
An MCP server providing secure, read-only access to macOS iMessage databases, featuring automated phone number validation and intelligent permission handling for message analysis.
A sophisticated Reddit intelligence server that enables semantic search across 20,000+ subreddits, automated data extraction with full citations, and persistent research feed management for competitive analysis and market research.
AutoMobile is a mobile automation MCP server for Android and iOS that enables UI testing, device management, and automated test authoring through deep view hierarchy analysis.
225+ Claude Code skills & agent plugins for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents — 613 Python tools, 32 agents, 26 slash commands
MCP (Model Context Protocol) Server. Integrates with Alchemy's blockchain APIs to enable querying token prices, NFT ownership, transaction history, and token balances across multiple blockchain networks without writing code.
A powerful GraphRAG-powered context engine that provides AI assistants with semantic search and deep structural analysis for large codebases.
Fast local-first Rust CLI for codebase metrics, AST-compressed LLM context bundles, and built-in MCP server.
A privacy firewall for LLMs that detects and redacts sensitive information like names, emails, and dates from PDF documents using the Tinfoil AI platform before sharing with models.
A specialized healthcare MCP server that connects AI assistants to authoritative medical data sources including the FDA, PubMed, ClinicalTrials.gov, and ICD-10 databases.
An MCP server for modular quantitative trading that integrates with XTQuant/QMT, offering automated strategy generation, real-time execution, and backtesting analysis.
A comprehensive MCP server for interacting with Outline documentation services, supporting document management, collection hierarchies, collaboration tools, and AI-powered querying.
Lightweight MCP server that enables Claude to interact with Google's Gemini AI through the official CLI, offering zero API costs and stateless architecture.
(Elixir) - A high-performance and high-level Model Context Protocol (MCP) implementation in Elixir. Think like "Live View" for MCP.
Enhance security posture by embedding Snyk vulnerability scanning directly into agentic workflows.
A lightweight MCP server that bridges AI assistants like Claude with OpenAI's Codex AI through the official CLI, enabling direct code analysis, file reviews, and automated batch processing.
A comprehensive MCP server providing programmatic access to the ChEMBL chemical database for drug discovery, bioactivity analysis, and chemical informatics.
A specialized MCP server for managing GitLab workflows, enabling AI agents to interact with issues, merge requests, diffs, and comments.