# Team Docs

> Use this tool when you need to efficiently search and retrieve relevant documentation within a team's directory using natural language queries. Team Docs solves the problem of information overload by providing semantic search capabilities over local documentation, ensuring data privacy and security. It takes in natural language queries as input and outputs relevant documentation results, making it ideal for teams seeking to streamline their knowledge management processes.

Canonical page: https://skillsregistry.net/skills/jpnqs-team-docs  
JSON: https://api.skillsregistry.net/v1/skills/jpnqs-team-docs

## Description

Team Docs provides an MCP interface for semantic search over a team's documentation directory using local embeddings and vector similarity. The server indexes a docs/ folder and enables natural language queries to surface relevant documentation without sending data to external services.

## Trust

- **Trust score (0–1):** 0.90
- **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/jpnqs-team-docs)
- **Repository:** <https://github.com/jpnqs/team-docs-mcp>

## 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": "jpnqs-team-docs"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/jpnqs-team-docs` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/jpnqs-team-docs/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