# PyContextify

> PyContextify — tbrandenburg-pycontextify. Use this tool when you need to uncover hidden relationships between code snippets, documents, and concepts, enabling efficient discovery and navigation across large codebases and document collections. PyContextify solves problems of information overload, knowledge fragmentation, and manual search by providing a semantic search server that understands contextual relationships. It takes in unstructured data and outputs relevant, connected results, making it ideal for use cases like code reuse, research, and knowledge management.

Canonical page: https://skillsregistry.net/skills/tbrandenburg-pycontextify  
JSON: https://api.skillsregistry.net/v1/skills/tbrandenburg-pycontextify

## Description

Semantic search server with relationship-aware discovery across codebases and documents.

## Trust

- **Trust score (0–1):** 0.00
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** search
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/c6fwyeuqta)
- **Repository:** <https://github.com/tbrandenburg/pycontextify>

## 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": "tbrandenburg-pycontextify"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/tbrandenburg-pycontextify` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/tbrandenburg-pycontextify/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