# concept-router

> concept-router — prabhukirangit-concept-router. Use this tool when you need to rapidly enable lexical-first knowledge discovery for Large Language Model (LLM) agents without relying on vector databases or embeddings. The concept-router takes an Open Knowledge Format (OKF) bundle as input and outputs fast, accessible knowledge discovery capabilities. Ideal for use cases requiring efficient and infrastructure-free knowledge retrieval, such as git-based projects and applications.

Canonical page: https://skillsregistry.net/skills/prabhukirangit-concept-router  
JSON: https://api.skillsregistry.net/v1/skills/prabhukirangit-concept-router

## Description

A zero-infra MCP server that turns an Open Knowledge Format (OKF) bundle into fast, lexical-first knowledge discovery for LLM agents — no vector DB, no embeddings by default.

## Trust

- **Trust score (0–1):** 0.81
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **License:** Apache-2.0
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/prabhukirangit/concept-router)

## 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": "prabhukirangit-concept-router"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/prabhukirangit-concept-router` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/prabhukirangit-concept-router/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