# localrag-mcp

> localrag-mcp — huajijunbilibili-dsh-localrag. Use this tool when you need to perform local document semantic search and retrieval, enabling agents to find relevant information within documents without relying on external APIs. It solves problems related to information discovery and citation management, providing source citations and local embeddings. Ideal for use cases where data privacy and self-contained search functionality are essential.

Canonical page: https://skillsregistry.net/skills/huajijunbilibili-dsh-localrag  
JSON: https://api.skillsregistry.net/v1/skills/huajijunbilibili-dsh-localrag

## Description

Enables local document semantic search and retrieval for DeepSeek Harness agents, with source citations and fully local embedding without external APIs.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-09-03

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/lytquoaejr)
- **Repository:** <https://github.com/Huajijunbilibili/dsh-localrag>

## 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": "huajijunbilibili-dsh-localrag"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/huajijunbilibili-dsh-localrag` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/huajijunbilibili-dsh-localrag/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