mcp-protocol

There are 24 repositories under mcp-protocol topic.

  • aarora79/streamable-mcp-serverless

    "Streamable HTTP" MCP server deployed on AWS Lambda and amazon API Gateway. The server provides a tool for Amazon Bedrock spend analysis.

    Language:TypeScript16

  • HammerGPT/claude-co-desk

    A local AI task automation system built on Claude Code framework, exploring the limits of AI agents with full system resource control.

    Language:JavaScript10001
  • minime-mcp

    manujbawa/minime-mcp

    Universal infinite memory layer for Developer AI assistants. One shared brain across Claude, Cursor, Windsurf & more. 100% local, built on MCP standard. Stop re-explaining context

    Language:HTML10204

  • 5dlabs/cto

    Cognitive Task Orchestrator - GitOps for Agents

    Language:Shell4

  • KunjShah01/RL-A2A

    Language:Python4172

  • wilsonsilva/mcp-ruby

    The Model Context Protocol is an open standard that enables developers to build secure, two-way connections between their data sources and AI-powered tools. The architecture is straightforward: developers can either expose their data through MCP servers or build AI applications (MCP clients) that connect to these servers.

    Language:Ruby41

  • Million19/llm_to_mcp_integration_engine

    The llm_to_mcp_integration_engine is a communication layer designed to enhance the reliability of interactions between LLMs and tools (like MCP servers or functions).

    Language:Python3

  • billlzzz10/Chonost-manifest-os

    Chonost Manuscript OS คือระบบจัดการต้นฉบับอัจฉริยะที่ออกแบบมาเพื่อรองรับการทำงานร่วมกันระหว่าง AI agents, RAG pipelines และแอปพลิเคชันเดสก์ท็อปแบบ native โดยใช้สถาปัตยกรรม MCP (Modular Component Protocol) เพื่อให้ทุกส่วนของระบบสามารถสื่อสารกันได้อย่างเป็นอิสระและตรวจสอบได้

    Language:Python2

  • caomengxuan666/MCPServer.cpp

    A high-performance C++ implementation of the Model Communication Protocol server,which supports python plugins.

    Language:C++2

  • chuangyeshuo/mcprapi

    🔐 MCP RAPI - 企业级多租户API权限管理系统 | Enterprise Multi-tenant API Permission Management System with MCP Protocol Support

    Language:Go22

  • cploutarchou/mcp-servers

    Production-ready Model Context Protocol (MCP) servers in Python, Go, and Rust for VS Code integration. Enables AI systems to interact with tools via standardized interfaces.

    Language:Go2

  • anubissbe/knowledge-rag-webui

    Modern web interface for Knowledge RAG System with MCP integration

    Language:TypeScript1

  • idshdx/warpbrains

    Bridging JetBrains IDEs with Warp Terminal

    Language:TypeScript1

  • pnvoroshilov/claude-code-feature-framework

    AI-powered task management framework with Claude Code integration, RAG-based context search, and autonomous workflow orchestration

    Language:Python1

  • sarfraspc/crypto-analytics-platform

    An AI-powered crypto analytics platform integrating forecasting, sentiment, and on-chain intelligence, built with FastAPI, MCP protocol, and MLflow in a monolithic architecture.

    Language:Jupyter Notebook1

  • ali-rajabpour/metatrader-mcp

    Lightweight MCP server for MetaTrader 5 that captures real chart screenshots and market data without browser automation.

    Language:Python

  • DevHammad0/openai-study-mode-clone

    An intelligent AI tutoring system that uses Socratic teaching methods to guide students through personalized learning experiences. Built with OpenAI Agents SDK and Google Gemini, featuring document knowledge search and real-time web search capabilities.

    Language:Python

  • dsp-dr/guile-changeflow

    ITIL 4-compliant change management system implemented as a remote MCP server in GNU Guile 3

    Language:Scheme

  • flug/mcp-compose

    A CLI tool to manage MCP (Model Context Protocol) servers configuration for Claude Desktop via YAML files.

    Language:Go

  • martinKindall/mcp_server_demo_market

    An MCP server demo for retrieving Market information

    Language:Java

  • prefrontalsys/ai-orchestration-vscode

    Adaptive Multi-Agent Development Environment - Transform VS Code into an intelligent orchestration hub for AI assistants and development tools

    Language:TypeScript

  • shuakami/mcp-github

    🔗 GitHub MCP Tool | 基于MCP协议的GitHub工具，为Cursor编辑器提供AI操作GitHub能力 | AI-powered GitHub operations for Cursor Editor through MCP protocol

    Language:JavaScript

  • techySPHINX/mcp_ai_lab

    A suite of AI agents and tools built on Model Context Protocol (MCP) for standardized, context-aware AI systems.

    Language:JavaScript

  • Wingie/a2aResumeAgent

    🤖 Enterprise-grade AI agent framework with Tools4AI integration, web automation, and MCP protocol support. Features intelligent screenshot capture, meme generation, LinkedIn search, and real-time AI interactions. Built with Spring Boot, PostgreSQL, Redis, and Playwright automation. Perfect demonstration of modern Java/AI integration patterns

    Language:Java1