Discover Awesome MCP Servers

Sozio Thin

Enables reproducible analysis of 100 curated Swiss open-data resources by searching profiles, materializing PXWeb data, validating and executing SQL, and formatting reproduction details, with reasoning delegated to the MCP client.

Model Context Protocol for Unreal Engine

使像 Cursor、Windsurf 和 Claude Desktop 这样的 AI 助手客户端能够使用模型上下文协议 (MCP) 通过自然语言控制 Unreal Engine。

Cochrane Meta-Analysis MCP Server

Enables AI-assisted meta-analysis workflows following Cochrane methodological standards, including importing RevMan data, validation, meta-analysis, forest plots, publication bias assessment, and report generation.

universal-memory-mcp

Provides any AI CLI tool with long-term memory using a three-tier architecture (sensory, short-term, long-term) for cross-session persistence, fully local and private.

galaxy-maps-mcp

Enables validation, saving, publishing, and inspection of Galaxy Maps courses from local JSON files via Firebase integration.

Archive Search

Enables semantic search across conversation archives via MCP, allowing AI clients to retrieve relevant past conversations using vector embeddings and text fallback.

Headroom Mini

Local MCP server for token optimization, providing tools to compress code/JSON, optimize prompts, and manage placeholder-based content redaction and hydration to reduce LLM token usage.

Chrome Devtools Advanced MCP

Enables AI assistants to control Chrome using real user profiles, providing undetectable automation with over 40 tools for navigation, data extraction, and interaction.

Hive

Open-source MCP server for collaborative AI agents, providing a shared mailbox, identity model, and notification fabric.

Pipedream MCP Server

Enables interaction with over 2,800 APIs and applications through Pipedream's Connect platform. Provides managed OAuth authentication and API request capabilities for integrating multiple services through natural language.

gacha-task

A gamified task management MCP server that mimics League of Legends ranked match system, enabling users to add tasks, complete them to spin a gacha, and earn or lose LP to change ranks.

DataHub MCP Server

Enables AI agents to search, explore data lineage, understand business context, and generate SQL queries across an organization's data ecosystem.

MCP Server Boilerplate

A starter template for building custom MCP servers that can integrate with Claude Desktop, Cursor, and other AI assistants. Provides example tools, TypeScript support, and automated publishing workflows to help developers quickly create their own MCP integrations.

Apple MCP

Enables AI interaction with native macOS applications including Messages, Notes, Mail, Calendar, and Maps through natural language. It allows users to automate tasks like sending messages, managing contacts, and scheduling events across the Apple ecosystem.

forge-mcp-server

MCP server for managing Laravel Forge servers, sites, and deployments via the Forge API.

SearchAPI MCP Server

Model Context Protocol server that enables AI assistants like Claude to access searchapi.io API for searching Google Maps, flights, hotels, and other web information.

Gemini ⇄ Claude MCP Bridge

A private MCP server that lets Claude generate images using Google Gemini/Imagen, exposing a generate_image tool.

OpenLandMap MCP Server

Provides access to the OpenLandMap STAC catalog, offering over 100 global environmental datasets including soil, climate, and vegetation data. It enables AI agents to discover, search, and retrieve Cloud-Optimized GeoTIFFs for global geospatial analysis.

puregym-mcp

Enables browsing PureGym centers, discovering classes, and managing bookings in Denmark via MCP clients.

mcp-json-reader

MCP server for reading, querying, and filtering local JSON files with extended JSONPath syntax, supporting sorting, aggregations, and complex conditions.

Substack MCP Server

Provides deep, structured access to Substack publications with real-time content analysis, including sentiment analysis, readability metrics, and publishing patterns.

multi-model-mcp

An MCP server that exposes tools for sub-agent style reasoning across multiple LLM providers, enabling delegation of prompts to various models and running critique loops, debates, red-teaming, and answer ranking.

Voice Mode

Natural voice conversations for AI assistants that brings human-like voice interactions to Claude, ChatGPT, and other LLMs through the Model Context Protocol (MCP).

Electronic Markets TR

An MCP server that enables real-time product, price, and stock searching across major Turkish electronic component retailers including Robotistan, Robocombo, Direnc.net, and Robo90. It allows AI models to compare local market data to find the best deals and available components.

NBIM MCP Server

MCP server for querying data from Norway's Government Pension Fund Global — the world's largest sovereign wealth fund.

OpenAPI to MCP Server

Converts OpenAPI specifications into MCP services with HTTP header passthrough support. Enables interaction with any OpenAPI-compliant service through natural language by dynamically transforming API documentation into MCP tools.

Sitecore Send

Unofficial Sitecore Send MCP Server.

mcp-director

A management tool for Claude Code that optimizes performance by recommending and switching between task-specific MCP profiles. It enables users to dynamically update their configuration to load only the necessary MCP servers for their current session.

codecrafting-cloudflare-mcp

Enables read-only access to Cloudflare analytics for the codecrafting.fr zone, providing traffic, threats, and path attack data via local MCP tools for Claude Code.

Perplexity Ask MCP Server

Integrates the Sonar API to provide Claude with real-time web-wide research capabilities. Enables conversational web searches through Perplexity's AI-powered search engine for up-to-date information retrieval.