# legal-rag-toolkit

> Use this tool when you need to efficiently search and retrieve specific information from large volumes of Turkish legal contracts and emails. It solves problems related to document management and information retrieval, providing hybrid vector search and full-text retrieval capabilities. The toolkit takes in legal documents and emails as input and outputs relevant search results, making it ideal for use cases involving contract review, compliance, and legal research.

Canonical page: https://skillsregistry.net/skills/avocatt-legal-rag-toolkit  
JSON: https://api.skillsregistry.net/v1/skills/avocatt-legal-rag-toolkit

## Description

Enables semantic search over Turkish legal contracts and emails via an MCP server integrated with Claude Desktop and Claude Code, providing tools for document ingestion, hybrid vector search, and full-text retrieval.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** communication
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/himz60eqj8)
- **Repository:** <https://github.com/avocatt/legal-rag-toolkit>

## 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": "avocatt-legal-rag-toolkit"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/avocatt-legal-rag-toolkit` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/avocatt-legal-rag-toolkit/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