# retrieval-lab-mcp

> retrieval-lab-mcp — harsha135135-agent-systems. Use this tool when you need to perform hybrid document retrieval and evaluation tasks, solving problems such as searching and indexing large document collections, and evaluating retrieval models. It takes in queries, documents, and evaluation metrics as inputs and outputs search results, corpus information, and evaluation scores. Ideal for use cases involving information retrieval, document search, and natural language processing applications.

Canonical page: https://skillsregistry.net/skills/harsha135135-agent-systems  
JSON: https://api.skillsregistry.net/v1/skills/harsha135135-agent-systems

## Description

Exposes hybrid document retrieval and evaluation tools from retrieval-lab via MCP, including search_documents, corpus_info, run_evaluation, and search_my_repos, with wire-level conformance tests.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** search
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/tmykjpzvx9)
- **Repository:** <https://github.com/harsha135135/agent-systems>

## 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": "harsha135135-agent-systems"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/harsha135135-agent-systems` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/harsha135135-agent-systems/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