"Scraping Langchain and Langgraph documentation" matching MCP servers:

• LangChain Documentation MCP

  LiteObject

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  license

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  quality

  C

  maintenance

  Provides real-time access to official LangChain documentation, API references, and GitHub code examples to assist in LangChain-based development. It enables LLMs to search for tutorials, version info, and detailed class specifications directly from live sources.

  Last updated 2025-12-02

  1

  MIT

• LangGraph RAG MCP

  pedarias

  F

  license

  -

  quality

  D

  maintenance

  Retrieval-Augmented Generation system serving LangGraph documentation through the Model Context Protocol, enabling semantic search and context-aware responses.

  Last updated 2025-06-27

  16

• Documentation Retrieval & Web

  AIwithhassan

  F

  license

  A

  quality

  C

  maintenance

  Enables retrieval and cleaning of official documentation content for popular AI/Python libraries (uv, langchain, openai, llama-index) through web scraping and LLM-powered content extraction. Uses Serper API for search and Groq API to clean HTML into readable text with source attribution.

  Last updated 2025-10-06

  1

  1

• mcp-langchain-bridge

  archimedes-market

  A

  license

  -

  quality

  C

  maintenance

  Expose any LangChain chain, agent, or tool as an MCP server — schema-aware tool registration, tool-call tracing, structured output validation. Bridges LangChain into Claude/Cursor/Windsurf. Curated by Archimedes Market with a verified Trust Report.

  Last updated 2026-05-19

  MIT

• LangChain Agent MCP Server

  mcpmessenger

  F

  license

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  quality

  C

  maintenance

  Exposes LangChain agent capabilities through the Model Context Protocol, enabling multi-step reasoning tasks with ReAct pattern execution via a production-ready FastAPI service deployed on Google Cloud Run.

  Last updated 2026-01-05

  28

  4

• LangChain MCP Demo

  shafeequealipt-dotcom

  F

  license

  -

  quality

  C

  maintenance

  Enables grounding AI responses in a local document corpus by exposing MCP tools to list, search, and summarize documents, and generating answers using OpenAI.

  Last updated 2026-06-04

• Documentation MCP Server

  sagacious-satadru

  F

  license

  A

  quality

  C

  maintenance

  A server that enables Claude to search and access documentation from popular libraries like LangChain, LlamaIndex, and OpenAI directly within conversations.

  Last updated 2025-04-12

  1

  3

• FastMCP Documentation & Web

  jcdumlao14

  F

  license

  B

  quality

  C

  maintenance

  Enables web page scraping via Jina reader API and searching FastMCP documentation using minsearch. Supports fetching markdown content from URLs and querying indexed documentation files.

  Last updated 2025-12-21

  3

• LangChain Anthropic MCP Server

  spencer-life

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  license

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  quality

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  maintenance

  Exposes LangChain and Anthropic Claude capabilities as tools for generating production-ready RAG systems, Supabase vector stores, and document ingestion pipelines. It enables users to instantly scaffold AI infrastructure and document processing code through natural language prompts in MCP-compatible clients.

  Last updated 2026-01-21

• Langgraph Deep Search MCP

  RyotaOzawa0

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  license

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  quality

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  maintenance

  An MCP server that utilizes LangGraph and Google Gemini to conduct comprehensive research through multi-iteration deep searches and quick results. It provides high-quality analysis with automated citations and grounding metadata for thorough investigations.

  Last updated 2025-06-26

  2

  MIT

• LangGraph FastAPI MCP Server

  davidkiss

  F

  license

  -

  quality

  C

  maintenance

  Turns a shopping list FastAPI app into an MCP server, enabling a LangGraph chatbot to manage shopping lists via natural language.

  Last updated 2025-07-01

  8

• AWS Documentation MCP Server

  daniel-levesque

  A

  license

  A

  quality

  D

  maintenance

  Provides tools to access AWS documentation, search for content, and get recommendations for both global and China AWS regions.

  Last updated 2025-07-24

  3

  Apache 2.0

• MCP Spark Documentation Server

  martoc

  A

  license

  A

  quality

  B

  maintenance

  Provides full-text search and retrieval tools for Apache Spark documentation using SQLite FTS5 with BM25 ranking. It enables AI assistants to efficiently search, filter by section, and read specific Spark documentation pages.

  Last updated 2026-05-28

  2

  MIT

• OpenTelemetry Documentation

  ryu1maniwa

  A

  license

  A

  quality

  D

  maintenance

  Enables access to OpenTelemetry documentation by fetching and converting pages to markdown format and searching content using Google Custom Search. Provides comprehensive documentation lookup and search capabilities for OpenTelemetry concepts, instrumentation, and configuration.

  Last updated 2025-08-13

  2

  3

  Apache 2.0

• Medusa.js Documentation MCP

  Alexcs24

  A

  license

  A

  quality

  D

  maintenance

  Provides AI assistants with instant access to comprehensive Medusa.js v2 documentation, enabling smart search, precise section retrieval, and complete browsing through 2,105+ documentation sections.

  Last updated 2025-09-14

  3

  6

  MIT

• Documentation MCP Server

  ThaLoc0one

  A

  license

  A

  quality

  B

  maintenance

  Generates professional documentation for multi-language projects with deep code analysis, supporting frameworks like Docusaurus, MkDocs, and Sphinx, including API docs, PDF export, and OpenAPI specifications.

  Last updated 2025-12-12

  9

  MIT

• Documentation MCP Server

  LiL-Loco

  A

  license

  A

  quality

  B

  maintenance

  Generates professional documentation for multi-language codebases with deep AST-based code analysis, supporting Docusaurus, MkDocs, and Sphinx frameworks. Includes API documentation generation, PDF export, OpenAPI spec generation, and sales-ready documentation for code marketplaces.

  Last updated 2025-12-12

  9

  MIT

• Garmin Documentation MCP

  ztuskes

  F

  license

  A

  quality

  F

  maintenance

  Provides offline access to complete Garmin Connect IQ SDK 8.2.3 documentation with enhanced search, device reference, programming guides, and FAQ for AI assistants.

  Last updated 2025-09-10

  8

  10

• Documentation Search MCP

  gemini2026

  A

  license

  C

  quality

  B

  maintenance

  A Model Context Protocol server that enables intelligent searching across documentation for 30+ programming libraries and frameworks, fetching relevant information from official sources.

  Last updated 2026-04-07

  23

  8

  MIT

• MCP LLMS-TXT Documentation

  swesmith-repos

  A

  license

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  quality

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  maintenance

  Provides controlled access to llms.txt documentation files through MCP tools, allowing AI assistants to fetch and read documentation from user-approved domains with full audit visibility of tool calls and context retrieval.

  Last updated 2025-12-25