Browse 27,840 community-built MCP servers
50+ pandas-powered tools for data loading, cleaning, visualization, and ML workflows
A Model Context Protocol server for the Pylpex programming language, providing tools for code execution, tokenization, and state management alongside language documentation and examples.
A movie and TV resource search engine that aggregates data from multiple sources and includes a built-in validator to check video link playability.
An MCP server for high-fidelity document conversion that allows LLMs to transform files between .docx and Markdown while maintaining consistent formatting using reference templates.
MCP (Model Context Protocol) Server. Integrates with Mailchimp's marketing platform API to enable email campaign management, creation, sending, and automation workflow control through the FastMCP framework.
SEO audit and Google Search Console MCP server with 23 tools. Search analytics, URL inspection, Indexing API, Core Web Vitals (CrUX), striking distance keywords, keyword cannibalization detection, branded query analysis, and automated site audits.
Flight search & booking for AI agents. 400+ airlines, $20-50 cheaper than OTAs.
A comprehensive MCP server providing access to The Movie Database (TMDB) API for searching and retrieving details on movies, TV shows, and entertainment professionals.
A unified SQL interface that provides a standardized set of tools for AI models to query and inspect MySQL, MSSQL, Oracle, and Sybase databases through a single configuration.
MCP (Model Context Protocol) Server. Integrates with WatchBase Data Feed API to provide structured access to comprehensive watch metadata including brands, collections, reference numbers, and technical details for watch enthusiasts and retailers.
12 deterministic graph-theory tools for structural analysis. Describe systems in EN syntax (subject do: action needs: inputs yields: outputs) — get topology, bottlenecks, blast radius, critical paths and lot more. No AI inside the computation.
A Python-based MCP server that integrates Brave Search API to provide AI assistants with real-time web search results and local business information.
A minimal reference implementation of an MCP server featuring basic math calculation tools and streamable HTTP transport support for cloud deployment.
A production-ready file system MCP server that provides secure, sandboxed file and directory operations, including search, metadata retrieval, and automatic backups for Claude Desktop.
MCP (Model Context Protocol) Server. Provides a set of file system utilities for executing shell commands, displaying file contents, searching with regex, and writing to files through a Go-based server that communicates via stdio transport.
A tool-based MCP server that enables secure remote Linux administration via SSH, featuring built-in safety checks for over 40 destructive command patterns.
A robust MCP server that executes jq queries against local JSON files, supporting multi-file globbing, validation, and real-time monitoring.
A lightweight Python-based microservice that provides simple echo functionality, receiving messages and returning them back to the client for diagnostic and testing purposes within the MCP framework.
A comprehensive automation server for Zapmail that enables AI assistants to manage domain purchasing, bulk mailbox creation, and data exports via natural language.
A productivity-focused MCP server that allows users to record sequences of tool calls and convert them into reusable, parameterized routines. This enables complex multi-step workflows to be simplified into single custom tool invocations.
MCP (Model Context Protocol) Server. Provides a powerful expression evaluation engine for complex data manipulations, enabling mathematical operations, array transformations, string processing, and conditional logic directly within conversations.
Unified capability catalogue with formally verified cartridges, distributed community hosting, and the Teranga menu system for single gateway access to a vast rabbfe of MCP, LSP, NeSy and related servers.!
A comprehensive MCP server that enables natural language management of Minecraft Bedrock Edition servers, handling lifecycle operations, player allowlists, backups, and world management through the Bedrock Server Manager API.
A Terminal User Interface (TUI) and game engine that allows AI agents to create and modify 120 FPS browser-based and terminal games using an Entity Component System architecture.
MCP (Model Context Protocol) Server. Integrates with Linear's issue tracking system for creating, retrieving, updating, and managing issues, comments, projects, and team workflows with advanced filtering capabilities.
A robust MCP server integrating with mail.tm to provide temporary email account management and message retrieval capabilities for LLM agents.
MCP Server for Zotero SQLite Database - collection, tagging, PDF reading and more.
Query German statutes, case law, and preparatory works from gesetze-im-internet.de
MCP (Model Context Protocol) Server. Provides browser-based local LLM inference by running Web-LLM models entirely in a headless Chromium browser without external API dependencies, supporting multiple quantized models with dynamic switching and screenshot debugging for privacy-sensitive offline workflows.
A robust Redis MCP server that provides AI editors with comprehensive database management capabilities, supporting all data types, batch operations, and backup functionality.