# Python Documentation Search

> Use this tool when you need to quickly find relevant documentation for popular Python libraries, such as LangChain, LlamaIndex, and OpenAI, to solve problems or understand library features. It accepts a query and library name as input and returns relevant documentation text as output. This tool is ideal for AI assistants to provide up-to-date information and support within conversations.

Canonical page: https://skillsregistry.net/skills/xpe-7-python-documentation-search  
JSON: https://api.skillsregistry.net/v1/skills/xpe-7-python-documentation-search

## Description

A documentation search server that enables AI assistants to retrieve up-to-date documentation from popular Python libraries including LangChain, LlamaIndex, and OpenAI. The server uses the Serper API to perform targeted Google searches within specific documentation domains, then fetches and extracts the content from the search results. Built with FastMCP, it exposes a single tool that accepts a query and library name, returning relevant documentation text that can help users solve problems or understand library features without leaving their AI assistant conversation.

## Trust

- **Trust score (0–1):** 0.65
- **Verification tier:** scanned
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-01

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/xpe-7-python-documentation-search)
- **Repository:** <https://github.com/xpe-7/mcp-server>

## 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": "xpe-7-python-documentation-search"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/xpe-7-python-documentation-search` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/xpe-7-python-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