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The Model Context Protocol (MCP) is an open standard for AI model communication.
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  • just-prompt

    736

    just-prompt is an MCP server that provides a unified interface to top LLM providers (OpenAI, Anthropic, Google Gemini, Groq, DeepSeek, and Ollama)

    Python
  • mcp-server-elasticsearch

    733

    No description provided

    JavaScript
  • obsidian-mcp-server

    706

    This repository provides a Model Context Protocol server for LLMs to interact with Obsidian vaults, offering secure API communication, file operations, and search capabilities for AI-powered knowledge management.

    TypeScript
  • mcp-filesystem-server

    698

    This repository provides a Go server implementing the Model Context Protocol (MCP) for filesystem operations, enabling read/write access, directory management, file searching, and metadata retrieval within specified directories.

    Go
  • mcp

    688

    The Semgrep MCP Server repository provides an interface to Semgrep through the Model Context Protocol, enabling code scanning, custom rule creation, and vulnerability analysis for LLMs, AI Agents, and coding tools.

    Python
  • mcp-server-neon

    663

    This repository provides an installer and MCP server for Neon, enabling natural language interaction with Neon databases using Claude Desktop or any MCP client. It facilitates tasks like database creation

    TypeScript
  • mem0-mcp

    662

    This repository provides an MCP server integrated with mem0 for efficient coding preference management, enabling storage, retrieval, and semantic search of code snippets and best practices within Cursor.

    Python
  • wren-engine

    661

    Wren Engine is a semantic engine designed for MCP clients and AI agents, enabling accurate data understanding and retrieval within complex enterprise environments, including trusted calculations and reporting.

    Java
  • yacy_grid_mcp

    652

    This repository hosts the Master Connect Program (MCP) for the YaCy Grid, a peer-to-peer search engine. The MCP acts as a broker, providing access to assets, messages, and databases for

    Java
  • google-search

    628

    This repository offers a Playwright-based Node.js tool that bypasses anti-scraping measures to perform Google searches and extract results locally, serving as an alternative to paid SERP APIs and integrating with AI assistants.

    TypeScript
  • deebo-prototype

    628

    Autonomous debugging agent MCP server

    JavaScript
  • evo-ai

    617

    Evo AI is an open-source platform for creating and managing AI agents, enabling integration with different AI models and services.

    TypeScript
  • spotify-mcp

    614

    This repository hosts an MCP server that connects Claude to Spotify, enabling features like playback control, search, information retrieval, and queue management using the Spotipy API. This repository hosts an

    Python
  • discord-mcp

    605

    This repository provides a Model Context Protocol (MCP) server for the Discord API, enabling integration of Discord bots with MCP-compatible applications like Claude Desktop. It allows users to retrieve server

    Java
  • chroma-mcp

    604

    This repository provides a Model Context Protocol (MCP) server, enabling AI models to leverage Chroma's capabilities for data retrieval using vector search, full text search, and metadata filtering, facilitating seamless

    Python
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