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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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  • mcp-server-calculator

    125

    The Calculator MCP Server repository provides a Model Context Protocol server, enabling LLMs to perform precise calculations using a `calculate` tool that evaluates given mathematical expressions. The Calculator MCP Server

    Python
  • mcp-server-wazuh

    123

    MCP Server for Wazuh SIEM

    Rust
  • agentrpc

    118

    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
  • wikipedia-mcp

    114

    A Model Context Protocol (MCP) server that retrieves information from Wikipedia to provide context to LLMs.

    Python
  • elevenlabs-mcp-server

    112

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

    109

    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
  • wxflows

    106

    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.

  • 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
  • modex

    105

    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

    104

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

    Java
  • chronulus-mcp

    99

    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
  • memory-mcp-server

    99

    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
  • mcp-watch

    98

    A comprehensive security scanner for Model Context Protocol (MCP) servers that detects vulnerabilities and security issues in your MCP server implementations.

    TypeScript
  • a2a-mcp-tutorial

    95

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

    Python
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