LangChain MCP Integration MCP Servers
Tools and frameworks for integrating Model Context Protocol (MCP) with LangChain for agent-based tool selection and execution. Includes LangChain adapters, client-server implementations, and patterns for connecting MCP servers to LangChain agents. Does NOT include standalone MCP servers, domain-specific integrations (Slack, Notion, etc.), or LangChain usage without MCP focus.
There are 31 langchain mcp integration servers tracked. 1 score above 70 (verified tier). The highest-rated is langchain-ai/langchain-mcp-adapters at 81/100 with 3,411 stars. 1 of the top 10 are actively maintained.
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| # | Server | Score | Tier |
|---|---|---|---|
| 1 |
langchain-ai/langchain-mcp-adapters
LangChain 🔌 MCP |
|
Verified |
| 2 |
hideya/langchain-mcp-tools-py
MCP to LangChain Tools Conversion Utility / Python |
|
Established |
| 3 |
Chen-zexi/open-ptc-agent
An open source implementation of code execution with MCP (Programatic Tool Calling) |
|
Established |
| 4 |
guinacio/langchain-mcp-client
This Streamlit application provides a user interface for connecting to MCP... |
|
Established |
| 5 |
datalayer/langchain-mcp-client
🦜🔗 LangChain Model Context Protocol (MCP) Client |
|
Emerging |
| 6 |
xiaotonng/lc2mcp
Convert LangChain tools to FastMCP tools |
|
Emerging |
| 7 |
hideya/mcp-client-langchain-py
Simple MCP Client CLI Implementation Using LangChain ReAct Agent / Python |
|
Emerging |
| 8 |
hideya/langchain-mcp-tools-ts-usage
MCP Tools Usage From LangChain ReAct Agent / Example in TypeScript |
|
Emerging |
| 9 |
langchain-ai/langchainjs-mcp-adapters
** THIS REPO HAS MOVED TO... |
|
Emerging |
| 10 |
laxmimerit/MCP-Mastery-with-Claude-and-Langchain
Build MCP servers & clients with Python, Streamlit, ChromaDB, LangChain,... |
|
Emerging |
| 11 |
chrisleekr/langchain-playground
A playground for LangChain.js, LangGraph, NewRelic GraphQL, Sentry, Slack,... |
|
Emerging |
| 12 |
prsdm/langgraph-mcp
LangGraph agent template with MCP. |
|
Emerging |
| 13 |
hirokiyn/mcp-langgraph
LangGraph agent tutorial adapted to use MCP servers. |
|
Experimental |
| 14 |
guangxiangdebizi/PolicyAgents
基于 LangGraph + LangChain + MCP 的政策文本深度分析工具，提供极致的用户交互体验。 |
|
Experimental |
| 15 |
baixianger/langchain-MCP
MCP server for LangChain, LangGraph & DeepAgents knowledge + LangGraph agent... |
|
Experimental |
| 16 |
lambdaworks/langchain-mcp-integration
LangChain integration with MCP tools. |
|
Experimental |
| 17 |
shams858/code-execution-with-mcp
Langchain agent that generates and executes Python code to interact with... |
|
Experimental |
| 18 |
vasstavkumar/mcp-llm-fastapi-ui
A model that uses streamlit as frontend and MCP server(notion and postgres... |
|
Experimental |
| 19 |
paddumelanahalli/MCP-Personal-Assistant
An autonomous Morning Briefing agent built with Gemini 2.0 Flash and the... |
|
Experimental |
| 20 |
JPaulDuncan/SharpInfer
A pure C# LLM inference engine built from scratch — no Python, no llama.cpp... |
|
Experimental |
| 21 |
IshaanLabs/Model-Context-Protocol-MCP-Demo-with-langchain-MCP-ADAPTERS-Ollama
Demo of implementation of MCP using Langchain MCP Adapters and Ollama |
|
Experimental |
| 22 |
stevenyin0x/LLM-Agents-MCP-playground
This is a hands-on repo for learning and building LLM apps, agents, MCP... |
|
Experimental |
| 23 |
Pavansomisetty21/LangGraph-MCP-Agent
In this we implement Model Context Protocol with langraph agentic features |
|
Experimental |
| 24 |
CeerDecy/mcp-agent
MCP Agent is a framework that integrates MCP tools with LLM clients. It... |
|
Experimental |
| 25 |
AmirHashmi017/MCP-Server-And-LangGraph-Agent
MCP Server & Agentic Workflows is a multi-system AI platform built under... |
|
Experimental |
| 26 |
neeranzan/langchain-mcp-integration
This sample project creates AI agent using langchain. The agent connects... |
|
Experimental |
| 27 |
viniciusfinger/MCP-server-with-langchain-client
LangChain + LangGraph client using tools from a MCP server |
|
Experimental |
| 28 |
mdownes/ai-langchain-mcp
Repository to show how to enter a prompt and a langchain agent will choose... |
|
Experimental |
| 29 |
SyedAanif/mcp-langchain
Build MCP client-server using mcp and langchain adapters |
|
Experimental |
| 30 |
wassupjay/MCP-server-tool-calling-langChain
MCP with langchain |
|
Experimental |
| 31 |
arunkumar201/learning-ai
Learning AI |
|
Experimental |