Browse 30,456 community-built MCP servers
Provides semantic search and management of shared documentation using ChromaDB and OpenAI embeddings. It enables users to query local documents by meaning, list files, and read content through natural language tools.
Amazon Music MCP
Enables seamless email management through natural language conversations with Claude. Supports searching, reading, and sending emails securely with Gmail and other email providers.
A production-ready framework for building enterprise-grade MCP servers featuring integrated OAuth 2.0 authentication and modular architectural patterns. It simplifies the creation of secure, standardized tools that allow AI assistants to interact with complex upstream platforms like Salesforce and NetSuite.
An MCP server that enables agents to attach debugpy to running Python processes inside Docker containers for enhanced debugging and inspection. It provides tools for container autodiscovery, process injection, and generating breakpoint plans based on logs and metadata.
A comprehensive MCP server for managing Bayarcash payments, allowing users to create payment intents, track transactions, and list payment channels through natural language.
AI-native Microsoft Teams integration — read chats, send messages, search people
A full-stack template for building Model Context Protocol servers that expose tools and workflows to AI agents while also serving a web interface built with React and Tailwind CSS.
Find licensed HVAC, plumbing, and electrical providers in Miami with verified ratings.
An MCP server that retrieves and provides AI model information from OpenAI, Anthropic, and Google through a unified interface.
An MCP server that enables LLM applications to control web browsers via Browserbase, supporting features like web navigation, screenshots, cookie management, and persistent contexts.
Enables semantic search of project documentation using hybrid vector and full-text search with fast and deep query modes for immediate results or complex multi-round synthesis.
MCP server quality scoring and optimization for the agent economy.
Repo analysis for coding agents with ranked files, dependency maps, and task-scoped context.
Node.js server implementing Model Context Protocol for filesystem operations, allowing Claude to read, write, and manipulate files and directories in specified locations.
A test server implementing all features of the MCP protocol, including prompts, tools, resources, and sampling, designed for testing MCP clients rather than practical applications.
Self-evolving memory system for AI agents
An MCP server for managing and executing commands on remote infrastructure via SSH, featuring regex-based command policies, hot-reloading configurations, and parallel execution across groups.
A stdio MCP server for validating address existence with Google Address Validation API
A read-only MCP server that enables LLMs to query live AlloyDB data using SQL-backed tools via the CData JDBC Driver.
A simple and efficient MCP server that provides Base64 encoding and decoding functionality for both text and images with support for Data URL format.
MCP server for time in cities around the world, time zones, DST, conversion, and meetings.
A Model Context Protocol (MCP) server that enables AI assistants and LLMs to access real-time weather data and forecasts by connecting to the OpenWeatherMap API.
DOOH advertising via AI agents. 5,000+ screens with real-time audience signals.
This read-only MCP Server allows you to connect to Reckon data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp
A starter template for creating Model Context Protocol servers that work with Puch AI. Includes ready-to-use tools for text processing, image manipulation, and demonstrates Bearer token and OAuth authentication patterns.
Persistent, cross-session task management for Claude Code. 24 MCP tools for tasks, projects, dependencies, and docs. 7 skills for planning, standups, and handoffs. Event-sourced storage with per-project isolation.
Agent reputation scoring: trust scores, Sybil detection, cross-chain identity for 133K+ agents