# Documentation Retrieval & Web Scraping

> Use this tool when you need to efficiently retrieve and clean official documentation content from popular AI and Python libraries. It solves problems of manual content searching and formatting by leveraging web scraping and LLM-powered extraction, providing cleaned text with source attribution as output. Ideal for use cases where accurate and up-to-date library documentation is required, such as development, research, or troubleshooting.

Canonical page: https://skillsregistry.net/skills/aiwithhassan-mcp-server-python  
JSON: https://api.skillsregistry.net/v1/skills/aiwithhassan-mcp-server-python

## Description

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.

## Trust

- **Trust score (0–1):** 1.00
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/op9y9jl49v)
- **Repository:** <https://github.com/AIwithhassan/mcp-server-python>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "aiwithhassan-mcp-server-python"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/aiwithhassan-mcp-server-python` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/aiwithhassan-mcp-server-python/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt