Docs MCP Server
D

Docs MCP Server

An MCP server for obtaining and searching third - party software package documentation, supporting multi - source scraping, intelligent processing, and hybrid search.
2.5 points
6.2K

What is the MCP Documentation Server?

The MCP Documentation Server is a service specifically designed to scrape and index documentation for third - party software packages. It can obtain documentation from various sources (such as websites, GitHub, PyPI, npm, or local files) and generate semantic embeddings through intelligent processing for efficient retrieval.

How to use the MCP Documentation Server?

You can start using it in just a few steps: install, configure, start the server, and perform scraping and search tasks.

Use cases

It is suitable for scenarios where developers, researchers, and teams need to quickly find and analyze software package documentation, such as API documentation, tutorials, or code examples.

Main Features

Diverse scraping capabilities
Supports scraping documentation from various sources such as websites, GitHub, PyPI, and local files.
Intelligent processing
Utilizes advanced natural language processing techniques to automatically segment document content and generate semantic embeddings.
Hybrid search function
Combines vector similarity and full - text search to achieve more accurate results.
Version management
Supports independent storage and retrieval of documentation for different versions.
Easy deployment
Can be quickly deployed and run via Docker or npx.
Advantages
Easy to deploy and use
Powerful search function
Supports multiple data sources
Efficient vectorized storage
Flexible version management
Limitations
Requires certain hardware resources (especially during high - concurrency scraping)
Some advanced features may depend on specific API keys

How to Use

Install Docker or Node.js
Ensure that Docker or Node.js is installed in your environment.
Configure environment variables
Set the necessary environment variables, such as the OpenAI API key.
Start the server
Start the MCP Documentation Server via Docker or npx.
Perform a scraping task
Use the CLI tool to scrape documentation for a specified library.
Perform a search task
Search for documentation based on keywords.

Usage Examples

Scrape React documentation
Scrape the official documentation for React 18.2.0.
Search for React Hooks
Search for content related to Hooks in React.

Frequently Asked Questions

How to install the MCP Documentation Server?
Does it support scraping documentation for multiple versions?
How to delete scraped documentation?
Does it support custom models?

Related Resources

Official Documentation
Detailed project documentation and usage guide.
GitHub Repository
The project's code repository.
Docker Hub
Docker container image.

Installation

Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.

Alternatives

R
Rsdoctor
Rsdoctor is a build analysis tool specifically designed for the Rspack ecosystem, fully compatible with webpack. It provides visual build analysis, multi - dimensional performance diagnosis, and intelligent optimization suggestions to help developers improve build efficiency and engineering quality.
TypeScript
7.8K
5 points
N
Next Devtools MCP
The Next.js development tools MCP server provides Next.js development tools and utilities for AI programming assistants such as Claude and Cursor, including runtime diagnostics, development automation, and document access functions.
TypeScript
8.4K
5 points
T
Testkube
Testkube is a test orchestration and execution framework for cloud-native applications, providing a unified platform to define, run, and analyze tests. It supports existing testing tools and Kubernetes infrastructure.
Go
6.2K
5 points
M
MCP Windbg
An MCP server that integrates AI models with WinDbg/CDB for analyzing Windows crash dump files and remote debugging, supporting natural language interaction to execute debugging commands.
Python
9.6K
5 points
R
Runno
Runno is a collection of JavaScript toolkits for securely running code in multiple programming languages in environments such as browsers and Node.js. It achieves sandboxed execution through WebAssembly and WASI, supports languages such as Python, Ruby, JavaScript, SQLite, C/C++, and provides integration methods such as web components and MCP servers.
TypeScript
6.6K
5 points
N
Netdata
Netdata is an open-source real-time infrastructure monitoring platform that provides second-level metric collection, visualization, machine learning-driven anomaly detection, and automated alerts. It can achieve full-stack monitoring without complex configuration.
Go
9.7K
5 points
M
MCP Server
The Mapbox MCP Server is a model context protocol server implemented in Node.js, providing AI applications with access to Mapbox geospatial APIs, including functions such as geocoding, point - of - interest search, route planning, isochrone analysis, and static map generation.
TypeScript
8.8K
4 points
U
Uniprof
Uniprof is a tool that simplifies CPU performance analysis. It supports multiple programming languages and runtimes, does not require code modification or additional dependencies, and can perform one-click performance profiling and hotspot analysis through Docker containers or the host mode.
TypeScript
8.3K
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
31.3K
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
18.0K
4.5 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
21.8K
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
62.4K
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#
28.0K
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
57.9K
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
19.9K
4.5 points
C
Context7
Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.
TypeScript
85.6K
4.7 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2026AIBase