# Documentation Search (Groq + Serper)

> Use this tool when you need to quickly access and understand documentation from multiple sources, such as popular development libraries. It solves the problem of tedious web searching and HTML parsing by intelligently scraping and structuring web content using AI-powered language models. With inputs of search queries and outputs of clean, readable documentation, this tool is ideal for developers seeking efficient information retrieval in conversations.

Canonical page: https://skillsregistry.net/skills/aiwithhassan-documentation-search  
JSON: https://api.skillsregistry.net/v1/skills/aiwithhassan-documentation-search

## Description

Built by AIwithhassan using FastMCP, this server provides intelligent web scraping and documentation search capabilities by integrating Serper API for web search with Groq's LLM API for content processing. Rather than using traditional HTML parsing, it leverages Groq's language models to intelligently clean and structure web content by processing it in chunks, making it particularly valuable for developers who need to quickly access and understand documentation from multiple sources. The server focuses on popular development libraries like LangChain, LlamaIndex, OpenAI, and UV package manager, extracting clean, readable content that can be easily consumed in conversations.

## Trust

- **Trust score (0–1):** 0.94
- **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:** [PulseMCP](https://www.pulsemcp.com/servers/aiwithhassan-documentation-search)
- **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-documentation-search"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/aiwithhassan-documentation-search` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/aiwithhassan-documentation-search/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