Discover Awesome MCP Servers

Appwrite Docs MCP Server

Enables IDEs like Cursor, Windsurf, and Claude Code to access and query Appwrite documentation through a vector-powered search system. Provides developers with contextual Appwrite documentation directly within their development environment.

MCP Data Visualization Server

Enables creating interactive data visualizations from natural language queries using DuckDB for local databases or Databricks for enterprise data warehouses. Supports multiple chart types, CSV imports, SQL queries, and automatic statistical analysis through Claude Desktop.

Passepartout

Enables AI assistants to manage content on self-hosted WordPress sites via the WordPress REST API, supporting multiple sites with custom key authentication and tools for posts, pages, media, and taxonomies.

Respan MCP Server

Enables AI assistants to access and manage Respan logs, traces, customers, and prompts for monitoring and management.

io.github.shigechika/junos-mcp

MCP server for Juniper networks, enabling AI assistants to execute CLI commands, manage configuration, perform upgrades, and run diagnostics on Junos devices via STDIO transport.

skillnet-mcp

SkillNet MCP Server - Use 200.000k+ Community Skills with MCP

rabbitmq-mcp

An MCP server for RabbitMQ that exposes the RabbitMQ HTTP API as tools, enabling natural language interaction with RabbitMQ management.

NOMIK

AI-native code intelligence graph that builds a persistent knowledge graph of your codebase in Neo4j and exposes it to AI assistants via MCP, enabling contextual code analysis, impact analysis, and dependency tracking.

Bitbucket MCP Server

Enables interaction with Bitbucket repositories through the Model Context Protocol, supporting code search, repository management, branch creation, pull requests, and more.

Primitiv

Design contract layer for AI agents. Scans Figma, code, Storybook, and token files, reconciles conflicts, and serves a single machine-readable source of truth so every agent gets the same authoritative design rules before it builds. Local-first.

Repliers MCP Server

Provides AI assistants access to real-time MLS data via the Repliers API, enabling natural language property search, market statistics, and listing details.

RAG MCP Server

An API that enables document querying through a Retrieval-Augmented Generation system implemented with Memory-Controller-Policy architecture for improved maintainability and scalability.

aria-mcp-server

Clinical research MCP server providing real-time access to PubMed (35M+ papers) and ClinicalTrials.gov (400K+ trials). Built for trial coordinators and life sciences teams. No API key required.

Effect Airtable MCP Server

A production-ready MCP server for Airtable that enables programmatic management of bases, tables, fields, and records through Claude Desktop or other MCP clients using Effect for type-safe and robust API interactions.

Lazy Toggl MCP Server

Provides tools to start/stop time tracking, list workspaces, and view current entry in Toggl.

Trestle MCP

MCP server to easily use compliance-trestle for OSCAL compliance workflows from any MCP-compliant client.

Superpowers MCP

Exposes the full functionality of the Superpowers framework as MCP tools to provide AI assistants with advanced capabilities like automated planning, debugging, and parallel development. It seamlessly integrates with clients like Claude Desktop, Cursor, and Trae for an enhanced AI-driven coding experience.

WordPress Developer MCP Server

Enables creating, customizing, managing, and sharing local WordPress sites through natural language, leveraging WP-CLI and AI integration.

DigiKey MCP Server

Provides access to the DigiKey Product Search API v4, allowing users to search for electronic components and retrieve detailed product specifications. It supports keyword searches, pricing inquiries, manufacturer lookups, and access to technical datasheets.

FastAPI-MCP

A zero-configuration tool that automatically converts FastAPI endpoints into Model Context Protocol (MCP) tools, enabling AI systems to interact with your API through natural language.

gaviwhatsapp-mcp

Send WhatsApp messages, manage templates, and run broadcast campaigns from AI coding tools. Works with Cursor, Claude Code, and Codex via npx @gaviwhatsapp/mcp.

OpenAI and Claude MCP

A simple server that acts as a Master Control Program (MCP) for unified interaction with OpenAI and Anthropic (Claude) AI models through a single API endpoint.

PostgreSQL MCP Server

A production-ready MCP server that enables chatting with PostgreSQL databases via Cloudflare Workers with GitHub OAuth authentication.

User Health Profile MCP Server

Enables management of user health profiles with capabilities to list, retrieve, and add user health information. Provides a sample implementation for testing MCP functionality with ChatGPT and other MCP-compatible tools.

StockMcp

Enables stock analysis by fetching company details, profit data, and shareholding patterns from Screener.in using local LLM tools.

pydantic-mcp

An MCP server for inspecting and interacting with Pydantic models and Python type contracts. It enables LLMs to perform deterministic validation, schema generation, model explanation, and Pydantic v1 to v2 migration analysis.

veo-mcp-server

MCP server for 4K video generation using Google VEO 3.1 — text-to-video, image-to-video, video extension, and frame interpolation.

Latitude.sh MCP Server

Enables natural language management of Latitude.sh infrastructure, allowing users to list, create, and delete servers, projects, and SSH keys through MCP-compatible clients.

mongodb3-mcp-server

A lightweight MCP server for MongoDB 3.6+ providing read, write, metadata, and management tools.

BIP MCP Server

Enables AI-powered natural language queries about BIT Information Portal (BIP) data by integrating with BIP APIs through session management. Uses Google Gemini to intelligently route questions to appropriate endpoints and generate contextual answers about students, departments, courses, faculty, and achievements.