Quick Example
# Standardizing LLM Interaction with MCP Servers Model Context Protocol, or MCP, is [an open protocol that standardizes how applications provide context to…
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Context Pipe
# ⛓️ Context-Pipe **The Universal Standard for Context Engineering.** [](htt…
Velocirag
# 🦖 VelociRAG **Lightning-fast RAG for AI agents.** _Four-layer retrieval fusion powered by ONNX Runtime. No PyTorch. Sub-200ms warm search. Incremental graph…
Fast LLM & Agents & MCPs
This repo covers LLM, Agents, MCP Tools, Skills concepts with sample codes: LangChain & LangGraph, AWS Strands Agents, Google Agent Development Kit…
mcd-demo
Testing creation of simple MCP servers and integrating with LangChain agent
🚀 GitHub AI Agent
GitHub AI Agent powered by official GitHub MCP Server. Uses LangGraph and LangChain MCP Adapters. Agent is exposed on various agent transport protocols (AGNTCY…
Feyod MCP Server
Model Content Protocol (MCP) server for querying Feyenoord football match data using natural language.
MCP Tools
# MCP Tools A custom Model Context Protocol (MCP) server implementation that provides file system and command execution tools for Claude Desktop and other LLM…
Network - AI
Multi-agent orchestration MCP server with atomic shared blackboard, FSM governance, per-agent budget enforcement, and adapters for 12 AI frameworks including…
SwarmUI_MCP_Agent
A simple prototype SwarmUI MCP server with accompanying local LangChain Ollama agent
GitHub Chat MCP
Enables AI to analyze and query GitHub repositories through a FastMCP-based interface for understanding codebases, exploring architecture, and retrieving…
Demo MCP
Demo: mcp protocol with simple client and server file
Aimemo
# aimemo [](https://golang.org/) [
mcp-servers-client-langgraph-react-agent
Multi MCP Server and client w/ LangGraph Prebuilt ReAct Agent
Skill Seekers
Transform 17 source types (docs, GitHub repos, PDFs, videos, Jupyter, Confluence, Notion, Slack/Discord) into AI-ready skills and RAG knowledge. 35 MCP tools…
Memos
# MemOS: Memory Operating System for AI Agents MemOS is an open-source **Agent Memory framework** that empowers AI agents with **long-term memory, personality…
Pin Wen
# Dive AI Agent 🤿 🤖  
Model Context Protocol (MCP) Server for GitHub using Claude Desktop
# Model Context Protocol (MCP) Server for GitHub using Claude Desktop Add the following code to the `./Library/Application\…
Claude Code + GitHub Actions統合
Claude MCP Server Integration & GitHub Actions
MCP Server for GitHub Tools
Model Context Protocol (MCP) server that provides GitHub API tools for user information, security issue creation, and repository security scanning. Built with…
MCP SERVER
With this MCP, you can debug your application by querying any issue to an LLM using the latest documentation available on the web. We currently support…
Wojtyniak MCP
# MCP-MCP: Meta-MCP Server [
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PayPal
The PayPal Model Context Protocol server allows you to integrate with PayPal APIs through function calling. This protocol supports various tools to interact…