"MCP integration with LangChain documentation" matching MCP servers:

• 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

• MCP Llama Integration Server

  EXPESRaza

  A

  license

  -

  quality

  D

  maintenance

  Implements the Model Context Protocol to retrieve context from a locally running Llama model, enabling AI applications to query and receive relevant information.

  Last updated 2025-04-05

  4

  MIT

• Agentic RAG with MCP Server

  iflow-mcp

  F

  license

  -

  quality

  D

  maintenance

  The MCP server provides tools for entity extraction, query refinement, and relevance checking to enhance RAG applications by integrating with OpenAI and Gemini.

  Last updated 2025-11-28

• Claude-Gemini MCP Integration

  i3T4AN

  A

  license

  -

  quality

  D

  maintenance

  Bridges Claude Code and Google's Gemini AI models to enable AI-to-AI collaboration for code reviews, brainstorming, and direct questions.

  Last updated 2025-09-25

  5

  MIT

• MCP Agent with Web Search

  swastikmaiti

  F

  license

  -

  quality

  D

  maintenance

  Enables interaction with an AI assistant powered by GPT-4o that can answer queries and fetch real-time web search data via Serper API.

  Last updated 2025-04-14

• MCP Documentation Server

  lukaszzychal

  A

  license

  -

  quality

  D

  maintenance

  Generates technical documentation and diagrams (C4, UML, flowcharts, Gantt, etc.) using MCP protocol, with Docker-based tooling and optional AI image generation via DALL-E 3.

  Last updated 2025-12-03

  2

  MIT

• Agentforce MCP Integration

  SanthoshSantoMCP

  A

  license

  -

  quality

  D

  maintenance

  Enables MCP clients to connect to LLM/API services using the Model Context Protocol, providing real-time interaction and tool access. Also offers RESTful API endpoints via FastAPI for programmatic integration with existing systems.

  Last updated 2026-04-17

  Apache 2.0

• MCP Server for Up-to-Date

  AmirUpSkill

  F

  license

  A

  quality

  D

  maintenance

  Provides Large Language Models with real-time access to the latest documentation for Python libraries like Langchain, LlamaIndex, and OpenAI, enabling accurate and up-to-date code suggestions.

  Last updated 2025-05-04

  1

• UTCP Documentation MCP Server

  edujuan

  A

  license

  A

  quality

  D

  maintenance

  Assists AI coding agents in understanding and implementing UTCP by providing documentation search, manual validation, code generation, OpenAPI conversion, and an LLM-powered expert agent.

  Last updated 2025-11-22

  8

  1

  MIT

• Gmail MCP Server

  TannaPrasanthkumar

  F

  license

  -

  quality

  D

  maintenance

  Enables AI agents to interact with Gmail through a standardized MCP server interface, allowing for natural language email management and automation.

  Last updated 2025-12-16

• MCP Server with Google ADK

  zayedrais

  F

  license

  -

  quality

  D

  maintenance

  An MCP server using Google's Agent Development Kit with multiple specialized agents (search, data analysis, code generation) coordinated by an LLM-based router for intelligent request handling.

  Last updated 2025-05-28

  5

• MCP Server with OpenAI

  agaonker

  F

  license

  B

  quality

  C

  maintenance

  Provides tools for file system operations and text generation using OpenAI-compatible models via the Model Context Protocol, supporting both stdio and HTTP transports.

  Last updated 2026-06-21

  6

• OpenAI Universal MCP Server

  universal-mcp

  A

  license

  -

  quality

  D

  maintenance

  Provides a standardized interface for interacting with OpenAI's tools and services through the Model Context Protocol, enabling seamless integration with MCP-compliant applications.

  Last updated 2025-06-14

  MIT

• Deep Research MCP Server

  bsaajith-droid

  A

  license

  -

  quality

  C

  maintenance

  Provides semantic search and document retrieval via OpenAI Vector Store API, extending ChatGPT Deep Research with custom knowledge and tools.

  Last updated 2026-06-27

  MIT

• Perplexity Universal MCP

  universal-mcp

  A

  license

  -

  quality

  D

  maintenance

  Provides a standardized interface for interacting with Perplexity's tools and services through a unified API, following the MCP specification.

  Last updated 2025-06-14

  1

  MIT

• FinScreen

  Tomiwa-31

  F

  license

  -

  quality

  C

  maintenance

  Loan officer assistant that uses Claude AI and Plaid banking API to assess loan applicants by pulling financial data and returning structured eligibility verdicts.

  Last updated 2026-06-29

• openai-mcp

  iflow-mcp

  F

  license

  -

  quality

  D

  maintenance

  A versatile MCP server that enables natural language software development tasks using multiple LLM providers (OpenAI, Anthropic) with real-time visualization, cost management, and a comprehensive tool suite.

  Last updated 2025-11-27

• Knowledge Graph Builder MCP

  nd-wuangr26

  F

  license

  -

  quality

  C

  maintenance

  Enables ingesting documents or text to extract entities and relationships via LLM, storing them in Neo4j, and searching or retrieving episodes.

  Last updated 2026-07-24

• MCP Docs Assistant

  amanjain200

  F

  license

  -

  quality

  C

  maintenance

  An MCP server that retrieves documentation from official sources (LangChain, LlamaIndex, OpenAI, uv) using Serper API, extracts page content, and provides context for LLM-based answers.

  Last updated 2026-07-27

• Agno Docs MCP Server

  uzaxirr

  A

  license

  A

  quality

  D

  maintenance

  Provides access to Agno framework documentation for AI agents, enabling search and retrieval of SDK references, API endpoints, code examples, and integration guides through MCP-compatible tools.

  Last updated 2025-12-27

  7

  3

  MIT