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The Model Context Protocol (MCP) is an open standard for AI model communication.
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AI servers

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  • wanaku

    136

    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
  • agentrpc

    135

    AgentRPC is a universal RPC layer for connecting AI agents to functions across networks and languages, supporting multi-language tools, private networks, and offering observability and automatic failover. AgentRPC is a

    TypeScript
  • mkinf

    131

    mkinf SDK to interact with mkinf hub MCP servers

    Python
  • modex

    121

    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
  • AgentNexus

    119

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

    Java
  • elevenlabs-mcp-server

    119

    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
  • 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.

  • vectorize-mcp-server

    116

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

    115

    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

    114

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

    Python
  • chronulus-mcp

    111

    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
  • uml-mcp

    110

    UML-MCP Server is a UML diagram generation tool based on MCP (Model Context Protocol), which can help users generate various types of UML diagrams through natural language description or directly writ

    Python
  • MCP2Lambda

    109

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

    Python
  • dicom-mcp

    108

    The dicom-mcp repository provides a Model Context Protocol server for DICOM, enabling LLMs to query and interact with medical imaging metadata from DICOM servers. It supports patient data retrieval and

    Python
  • minesweeper-mcp-server

    106

    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
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