# akin

> akin — adamtovatt-akin. Use this tool when you need to perform semantic code searches across your local codebase. Akin solves the problem of quickly finding relevant code snippets by utilizing local ONNX embeddings, eliminating the need for API keys or external services. It provides a command-line interface and MCP server, accepting code queries as input and returning relevant code matches as output.

Canonical page: https://skillsregistry.net/skills/adamtovatt-akin  
JSON: https://api.skillsregistry.net/v1/skills/adamtovatt-akin

## Description

Semantic code search for AI agents and CLI users. CLI + MCP server using local ONNX embeddings — no API keys, no external services.

## Trust

- **Trust score (0–1):** 0.30
- **Verification tier:** unverified
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** ai-ml
- **Updated:** 2026-09-21

## Source

- **Source listing:** [GitHub](https://github.com/AdamTovatt/akin)

## 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": "adamtovatt-akin"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/adamtovatt-akin` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/adamtovatt-akin/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