Browse 27,840 community-built MCP servers
Provides AI assistants with persistent graph-based memory capabilities using Neo4j, enabling semantic search, relationship tracking, and knowledge organization across multiple project contexts.
An MCP server that allows users to efficiently search and reference user-configured documents through document listing, grep searching, semantic searching with OpenAI Embeddings, and full document retrieval.
Exposes Denmark's Statistical Bureau API as programmable resources, making it easy to integrate with language models and modern AI applications to enable natural language queries for statistical data.
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 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.
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.
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 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.
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.
A high-performance Windows file search MCP server that integrates the Everything engine to provide instant file and folder querying with advanced syntax and filtering.
Enables searching and retrieving CAIE past-paper questions with filters for subjects, years, and specific topics. It provides LLM-friendly responses including concise text previews and structured JSON data for single or multi-topic queries.
A specialized genomic MCP server that interfaces with the evo2 foundation model to generate, score, and analyze DNA sequences using local GPUs, SLURM clusters, or Nvidia NIM cloud APIs.
Security-focused MCP server protecting against unicode attacks, injection threats, and other AI vulnerabilities
RapidChart MCP Server enables developers to generate, update, and manage sophisticated AI-powered diagrams directly from code within Cursor IDE, supporting multiple models like GPT-4 and Claude.
MCP server for transcribing Google Chat voice messages using Groq Whisper API
Enables direct creation and management of educational content on the EuConquisto Composer platform through a 7-step workflow. Supports lesson creation, content validation, and Brazilian education standards compliance