Library Docs MCP Server
L

Library Docs MCP Server

A documentation search server based on the MCP protocol that can retrieve the latest documentation of popular libraries such as Langchain in real-time, solving the problem of outdated knowledge in LLM models.
2.5 points
7.2K

What is the Library Docs MCP Server?

This is a documentation query server based on the MCP (Model Context Protocol). It is specifically designed to search for and retrieve the latest documentation of popular AI libraries. It conducts site-specific searches through the Serper API and parses the returned documentation content using BeautifulSoup.

How to use the Library Docs MCP Server?

Users can search for library documentation through natural language queries, and the server will return the latest official documentation content. It is particularly suitable for integration with LLM platforms such as Claude Desktop.

Use cases

When the knowledge base of the AI model you are using (such as Claude) has a cut-off date limitation, this server can provide the latest library documentation references. It is especially suitable for developers to obtain accurate API usage and examples when dealing with new versions of libraries.

Main features

Multi-library documentation support
Supports documentation search for popular libraries such as Langchain, Llama-Index, MCP, and OpenAI, and can be easily extended to support more libraries.
Real-time documentation retrieval
Retrieves the latest documentation directly from official sources through the Serper API to ensure information timeliness.
Natural language query
Users can describe questions in daily language, and the system will automatically match relevant documentation content.
Advantages
Solve the knowledge cut-off date limitation problem of LLM models
Provide accurate official documentation references
Support multiple popular AI development libraries
Simple and intuitive query method
Limitations
Currently, the number of supported libraries is limited
Relies on a third-party API (Serper) for searching
Network latency may affect response speed

How to use

Configure Claude Desktop
Add the MCP server configuration to claude_desktop_config.json
Start the server
Ensure that the Python environment and all dependencies are installed, and then run the server script
Send a query
Send a natural language query through the integrated LLM interface, and the system will automatically retrieve and return relevant documentation

Usage examples

Solve version compatibility issues
When the version of the library you are using does not match the built-in knowledge of the LLM model, you can obtain the correct API usage through this service.
Explore new features
Query the latest features of the library, even if the knowledge base of the LLM model does not include this information yet.

Frequently Asked Questions

Why is this MCP server needed?
How to add support for new libraries?
What if the query results are inaccurate?

Related resources

Official documentation of the MCP protocol
Complete technical specifications and usage guide for the Model Context Protocol
Serper API documentation
Official documentation of the search API used by this service
Example project repository
Contains complete implementation code and configuration examples

Installation

Copy the following command to your Client for configuration
{
  "mcpServers": {
    "docs-mcp-server": {
      "command": "C:\\Users\\Vikram\\.local\\bin\\uv.exe",
      "args": [
        "run",
        "--with",
        "mcp[cli]",
        "mcp",
        "run",
        "F:\\My Projects\\AI\\docs-mcp-server\\server.py"
      ]
    }
  }
}
Note: Your key is sensitive information, do not share it with anyone.

Alternatives

M
MCP
The Microsoft official MCP server provides search and access functions for the latest Microsoft technical documentation for AI assistants
9.1K
5 points
A
Aderyn
Aderyn is an open - source Solidity smart contract static analysis tool written in Rust, which helps developers and security researchers discover vulnerabilities in Solidity code. It supports Foundry and Hardhat projects, can generate reports in multiple formats, and provides a VSCode extension.
Rust
6.0K
5 points
D
Devtools Debugger MCP
The Node.js Debugger MCP server provides complete debugging capabilities based on the Chrome DevTools protocol, including breakpoint setting, stepping execution, variable inspection, and expression evaluation.
TypeScript
6.5K
4 points
S
Scrapling
Scrapling is an adaptive web scraping library that can automatically learn website changes and re - locate elements. It supports multiple scraping methods and AI integration, providing high - performance parsing and a developer - friendly experience.
Python
7.9K
5 points
M
Mcpjungle
MCPJungle is a self-hosted MCP gateway used to centrally manage and proxy multiple MCP servers, providing a unified tool access interface for AI agents.
Go
0
4.5 points
C
Cipher
Cipher is an open-source memory layer framework designed for programming AI agents. It integrates with various IDEs and AI coding assistants through the MCP protocol, providing core functions such as automatic memory generation, team memory sharing, and dual-system memory management.
TypeScript
0
5 points
N
Nexus
Nexus is an AI tool aggregation gateway that supports connecting multiple MCP servers and LLM providers, providing tool search, execution, and model routing functions through a unified endpoint, and supporting security authentication and rate limiting.
Rust
0
4 points
S
Shadcn Ui MCP Server
An MCP server that provides shadcn/ui component integration for AI workflows, supporting React, Svelte, and Vue frameworks. It includes functions for accessing component source code, examples, and metadata.
TypeScript
12.2K
5 points
N
Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
14.8K
4.5 points
M
Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
24.8K
5 points
G
Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
15.6K
4.3 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
44.7K
4.3 points
U
Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
20.3K
5 points
F
Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
45.7K
4.5 points
G
Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
15.0K
4.5 points
M
Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
29.4K
4.8 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIBase