# memos-engine

> memos-engine — taskmaster339-memos-engine. Use this tool when you need to efficiently query and analyze the structure of a codebase, solving problems like navigating complex code relationships and identifying dependencies. Memos-engine takes in a codebase as input and outputs a structured index stored in SQLite, enabling AI coding agents to query definitions, callers, and callees. It is particularly useful in contexts where traditional text-based search methods like grep are insufficient, such as large-scale codebase analysis and AI-powered coding assistance.

Canonical page: https://skillsregistry.net/skills/taskmaster339-memos-engine  
JSON: https://api.skillsregistry.net/v1/skills/taskmaster339-memos-engine

## Description

Memos builds a structural index (symbols, call edges, imports) of a codebase using tree-sitter and stores it in SQLite. It is the first layer of a larger Memory OS for AI coding agents — instead of grep-ing text, agents query structure (definitions, callers, callees).

## Trust

- **Trust score (0–1):** 0.47
- **Verification tier:** scanned
- **Last scanned:** 2026-09-28

## Facts

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

## Source

- **Source listing:** [GitHub](https://github.com/TAskMAster339/memos-engine)

## 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": "taskmaster339-memos-engine"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/taskmaster339-memos-engine` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/taskmaster339-memos-engine/pull`

---
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