Python 从0到1构建MCP Server & Client
支持查询主流agent框架技术文档的MCP server（支持stdio和sse两种传输协议）, 支持 langchain、llama-index、autogen、agno、openai-agents-sdk、mcp-doc、camel-ai 和 crew-ai
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Demo MCP
Demo: mcp protocol with simple client and server file
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…
Simple MCP
A simple TypeScript library for creating MCP servers.
llm-mcp-server-template
llm-mcp-server-template is a template project for developing LLM-MCP (Model Context Protocol) servers. It demonstrates a simple number comparison server and…
mcp-servers-client-langgraph-react-agent
Multi MCP Server and client w/ LangGraph Prebuilt ReAct Agent
SwarmUI_MCP_Agent
A simple prototype SwarmUI MCP server with accompanying local LangChain Ollama agent
Feyod MCP Server
Model Content Protocol (MCP) server for querying Feyenoord football match data using natural language.
Network - AI
Multi-agent orchestration MCP server with atomic shared blackboard, FSM governance, per-agent budget enforcement, and adapters for 12 AI frameworks including…
🌐 MCP-Server-101
This project 🌐 is a robust implementation of the Model Context Protocol (MCP), designed to facilitate seamless integration and interaction with various…
Quick Example
# Standardizing LLM Interaction with MCP Servers Model Context Protocol, or MCP, is [an open protocol that standardizes how applications provide context to…
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…
🧠 Model Context Protocol (MCP)
Demo of implementation of MCP using Langchain MCP Adapters and Ollama
Semantic Sift
# 🔍 Semantic-Sift **The Reasoning-First Middleware for High-Fidelity Agentic Workflows.** [
Simple MCP Client with LangGraph Agent
Simple Multi-Server MCP Client with LangChain
Zenodo MCP
Tool-based LLM integration with Zenodo via the Model Context Protocol (MCP)
MCP Server Using Python SDK
Sử dụng MCP Server & Agent LangChain/LangGraph
Firecrawl Simple MCP Server
MCP server for Firecrawl Simple — a web scraping and site mapping tool enabling LLMs to access and process web content
mkinf SDK
mkinf SDK to interact with mkinf hub MCP servers
Alation AI Agent SDK
Python library for integrating the Alation API into agentic workflows
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…
LangChain MCP Client Streamlit App
This Streamlit application provides a user interface for connecting to MCP (Model Context Protocol) servers and interacting with them using different LLM…
Hippycampus
Converts OpenAPI specifications into LangChain tools, enabling AI assistants to interact with existing REST APIs without custom implementation