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The Model Context Protocol (MCP) is an open standard for AI model communication.
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  • kubectl-mcp-server

    725

    The Kubectl MCP Tool is a Model Context Protocol server for Kubernetes, enabling AI assistants to interact with clusters using natural language for core operations and resource management.

    Python
  • mcp-neo4j

    725

    This repository provides MCP (Model Context Protocol) servers for integrating Neo4j with LLMs, enabling natural language interaction to query graphs and manage knowledge graph memory stored in Neo4j or a file.

    Python
  • mcp-marketplace

    716

    This repository hosts the MCP Marketplace, a curated collection of MCP servers designed for easy discovery and one-click installation with Cline, enabling users to browse, search, and install servers.

  • MCPELauncher

    703

    BlockLauncher source code. Patches Minecraft for Android, enabling mods & resource packs. MCP-based.

    Java
  • memory-bank-mcp

    693

    This repository provides a Model Context Protocol (MCP) server for managing remote memory banks, enabling multi-project support, remote accessibility, and core operations like reading, writing, and listing files within projects.

    TypeScript
  • jupyter-mcp-server

    691

    Jupyter MCP Server is a Model Context Protocol server that enables interaction with Jupyter notebooks running in a local JupyterLab environment. It facilitates real-time collaboration and integration with tools like Claude Desktop.

    Python
  • mcp-knowledge-graph

    672

    This repository provides a knowledge graph memory server, a fork of the original Memory Server, that allows Claude to remember user information across chats using local, persistent storage with customizable memory paths.

    JavaScript
  • heurist-agent-framework

    670

    The Heurist Agent Framework is a modular AI agent platform enabling interaction across multiple platforms like Telegram, Discord, and REST API, with features including image generation, voice processing, and access

    Python
  • tools

    657

    A set of tools that gives agents powerful capabilities.

    Python
  • yacy_grid_mcp

    655

    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-calendar-mcp

    655

    This repository hosts a Model Context Protocol (MCP) server that integrates with Google Calendar, enabling LLMs to manage events, analyze schedules, and automate calendar-related tasks through a secure OAuth 2.0 authentication flow.

    TypeScript
  • just-prompt

    654

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

    Python
  • kubernetes-mcp-server

    646

    This repository provides a Kubernetes Model Context Protocol (MCP) server implementation, enabling users to manage Kubernetes and OpenShift resources through CRUD operations, pod management, and configuration updates. This repository provides

    Go
  • llm-functions

    646

    This repository enables building LLM tools and agents using Bash, JavaScript, and Python, leveraging function calling to connect LLMs to custom code for tasks like system commands and API interactions.

    Shell
  • deebo-prototype

    628

    Autonomous debugging agent MCP server

    JavaScript
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