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

    126

    This repository provides a local, "primitive" RAG-like web search model context protocol (MCP) server that runs without external APIs. It allows Claude to access and use new information from web

    Python
  • wanaku

    124

    The Wanaku MCP Router is a router for AI-enabled applications using the Model Context Protocol, an open standard for providing context to LLMs. It helps connect everything. The Wanaku MCP

    Java
  • elevenlabs-mcp-server

    118

    This repository provides an ElevenLabs MCP server for text-to-speech conversion, featuring a SvelteKit client for managing voices, scripts, and audio history. It supports persistent storage and offers easy installation via

    Python
  • AgentNexus

    118

    Multi-Agent,MCP,RAG,SpringAI1.0.0,RE-ACT

    Java
  • wxflows

    117

    The watsonx.ai Flows Engine repository provides tools to build, run, and deploy AI agent tools from various data sources, enabling integration with frameworks like LangChain and watsonx.ai for diverse applications.

  • modex

    116

    Modex is a Clojure library implementing the Model Context Protocol, enabling developers to augment AI models with tools, resources, and prompts without relying on Java SDKs or proxies.

    Clojure
  • Deepseek-Thinking-Claude-3.5-Sonnet-CLINE-MCP

    114

    This repository implements a Model Context Protocol (MCP) server, leveraging DeepSeek R1 for reasoning and Claude 3.5 Sonnet for response generation via OpenRouter. It manages conversations, optimizes parameters, and supports

    JavaScript
  • a2a-mcp-tutorial

    113

    A tutorial on how to use Model Context Protocol by Anthropic and Agent2Agent Protocol by Google

    Python
  • chronulus-mcp

    110

    This repository provides an MCP server enabling users to chat with Chronulus AI Forecasting & Prediction Agents within the Claude desktop application. It offers installation instructions using pip or Docker,

    Python
  • MCP2Lambda

    110

    Run any AWS Lambda function as a Large Language Model (LLM) tool without code changes using Anthropic's Model Context Protocol (MCP).

    Python
  • minesweeper-mcp-server

    107

    This repository provides a Model Context Protocol (MCP) server enabling MCP client agents to play Minesweeper, interacting with a separate Minesweeper game server. It allows agents like Claude to play

    JavaScript
  • vectorize-mcp-server

    107

    This repository provides a Model Context Protocol (MCP) server that integrates with Vectorize for vector retrieval and text extraction. It enables advanced document processing and search functionalities using the Vectorize platform.

    JavaScript
  • memory-mcp-server

    106

    This Swift repository provides a Model Context Protocol (MCP) server for knowledge graph management, enabling LLMs to maintain memory across conversations by creating, reading, updating, and deleting entities and relations.

    Swift
  • gossiphs

    103

    "Zero setup" & "Blazingly fast" general code file relationship analysis. With Python & Rust. Based on tree-sitter and git analysis. Support MCP and ready for AI🤖

    Rust
  • mcp-server-box

    101

    MCP Server Box is a Python project integrating with the Box API for file operations like search, text extraction, and AI-based querying. It uses the Model Context Protocol to manage

    Python
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