Browse 31,932 community-built MCP servers
A Model Context Protocol server that enables LLM agents and humans to play chess games together with comprehensive game management capabilities including move validation, draw detection, and game state tracking.
Enables interaction with Waferlock Robot services through a public REST API bridge. Provides secure access to robot management functionality without exposing AWS credentials, supporting local MCP server deployment via CLI.
On-premise face recognition MCP server for 3DiVi Face SDK. No cloud required.
A powerful knowledge management system that forges wisdom from experiences, insights, and best practices. Built with Qdrant vector database for efficient knowledge storage and retrieval.
A comprehensive ModelContextProtocol server that provides AI-powered tools for marketing automation, content generation, research, and project management, integrating with various AI services to streamline workflows for developers and marketers.
MCP (Model Context Protocol) Server. Generates unique UUIDs through a lightweight Deno-based tool interface with comprehensive logging and error handling capabilities
A Model Context Protocol server that enables AI models to generate mathematical animations by compiling Manim Python code and serving the resulting video files.
Integrates Aptos blockchain access into AI applications, enabling interaction with tools for native APT operations, custom coin management, and transaction handling.
An MCP server that provides access to the Mixpanel REST API, enabling AI agents to query events, funnels, retention data, and user profiles. It allows users to perform complex analytics tasks and export raw event data through natural language prompts.
A Model Context Protocol server that interfaces with Alpaca trading API, allowing users to manage portfolios, place trades, and access market data through natural language interactions.
Manages agent certification by tracking trust scores, capabilities, and test results via a PostgreSQL database. It allows users to verify agent skills, report test outcomes, and automatically certify agents based on performance thresholds.
An MCP (Multi-Agent Conversation Protocol) Server that provides access to Google's Real-Time Bidding API, enabling programmatic interactions with RTB functionalities through natural language.
A Model Context Protocol server that integrates with Gmail to enable automated email sending capabilities through the Google Gmail API.
A Model Context Protocol server designed for AI assistants to directly process spreadsheet files, enabling them to read, display, modify, and save various table formats like CSV and Excel.
A Machine Conversation Protocol server that enables AI agents to perform Retrieval-Augmented Generation by querying a FAISS vector database containing Sui Move language documents.
Crypto prices, Polymarket CLOB, AI research & web rendering. x402 Solana payments.
MCP server that indexes markdown docs and exposes hybrid semantic search for LLM context retrieval.
MCP server for RomM — self-hosted game and ROM management platform
Enables natural language management of Docker containers, images, networks, and volumes with support for both local and remote Docker engines. Features automated container composition, debugging capabilities, and persistent data management through an intuitive conversational interface.
Provides access to satellite tracking data from N2YO, allowing users to query satellite positions, predict passes, and access TLE data through natural language requests.
A Model Context Protocol server that enables AI assistants to perform web automation tasks by connecting to remote Playwright/browserless instances, supporting navigation, screenshots, HTML extraction, and element interaction.
A FastMCP server that integrates Gmail with Gemini-CLI, allowing users to fetch recent emails through pagination and manage drafts.
A read-only MCP server that enables LLMs to query Outreach.io data using SQL-like relational models via a CData JDBC driver integration.
A tool-focused MCP server that provides semantic search over local documentation, web scraping via Jina Reader, and utility functions like SHA-256 hashing and arithmetic.
A read-only MCP server that enables users to interact with the Gmail API to search messages, retrieve threads, and download attachments. It supports standard Gmail query operators and requires OAuth authentication for secure read-only access to mailbox data.
A comprehensive reference implementation demonstrating all features of the Model Context Protocol (MCP) specification, serving as documentation, learning resource, and testing tool for MCP implementations.
A Google Calendar integration for MCP that uses Service Account authentication to manage calendar events via the Google Calendar API.