# io.github.looptech-ai/understand-quickly (npm · @looptech-ai/understand-quickly-mcp)

Public registry of code-knowledge graphs for AI agents with schema validation and drift detection.

- Trust score: 74/100 (medium)
- Change this week: +50
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- npm · `@looptech-ai/understand-quickly-mcp`: 74/100 (this document), [markdown](https://verifymcp.io/servers/looptech-ai-understand-quickly/looptech-ai-understand-quickly-mcp.md), [page](https://verifymcp.io/servers/looptech-ai-understand-quickly/looptech-ai-understand-quickly-mcp)

## Channel facts

- Registry: `npm`
- Package: `@looptech-ai/understand-quickly-mcp`
- Version: `0.1.1`
- Transport: `stdio`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-03.

- **Supply Chain Security**: 86/100
  - No malware found by supply-chain analysis.
  - Only part of the dependency tree could be resolved (94 of 98), so this covers what we could see, not the whole tree.
  - No install/post-install scripts declared.
  - Only part of the dependency tree could be resolved (94 of 98), so this covers what we could see, not the whole tree.
- **Provenance & Transparency**: 84/100
  - Source repository is publicly reachable at the declared URL.
  - Cryptographically verified build provenance (signed, bound to looptech-ai/understand-quickly).
  - License check failed: the license (Apache-2.0 AND LicenseRef-Understand-Quickly-Data-License-1.0) isn't a recognized OSI-approved license.
  - Actively maintained (last published 84 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 66/100
  - AI-judged instruction clarity (good).
  - Tool/resource definitions use about 365 tokens (~91/item across 4 items; 4 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 23/100
  - Stability observed for 7 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add looptech-ai-understand-quickly -- npx -y @looptech-ai/understand-quickly-mcp
```

### Codex

```bash
codex mcp add looptech-ai-understand-quickly -- npx -y @looptech-ai/understand-quickly-mcp
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "looptech-ai-understand-quickly": {
      "type": "local",
      "command": [
        "npx",
        "-y",
        "@looptech-ai/understand-quickly-mcp"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add looptech-ai-understand-quickly --command npx --arg -y --arg @looptech-ai/understand-quickly-mcp
```

### Hermes

```yaml
mcp_servers:
  looptech-ai-understand-quickly:
    command: "npx"
    args: ["-y", "@looptech-ai/understand-quickly-mcp"]
```

### Other

```json
{
  "mcpServers": {
    "looptech-ai-understand-quickly": {
      "command": "npx",
      "args": [
        "-y",
        "@looptech-ai/understand-quickly-mcp"
      ]
    }
  }
}
```

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-03 (score 74, +54)

- [security improvement] Install scripts: unverified → pass
- [security improvement] Provenance: unverified → pass
- [security improvement] Known CVEs: unverified → partial
- [security] The attested source repository moved: looptech-ai/understand-quickly
- [functional regression] License: unverified → fail
- [functional improvement] Maintenance: unverified → pass
- [functional improvement] MCP protocol: unverified → pass
- [functional improvement] Stability: unverified → 0.23
- [functional improvement] Schema quality: unverified → good
- [functional improvement] Tool coverage: unverified → 100
- [functional improvement] Dependency health: unverified → partial
- [functional] Licence: Apache-2.0 AND LicenseRef-Understand-Quickly-Data-License-1.0

### 2026-08-02 (score 20, −1)

- [security improvement] Malware scan: unverified → pass
- [functional regression] Tool coverage: 100 → unverified

### 2026-07-31 (score 21, −3)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-27 (score 24)

First indexed and scored.

## MCP tools (4)

### `list_repos` (~82 tokens)

List entries in the understand-quickly registry. Optional filters: format, tag, status.

Input parameters:

- `format` (string): Exact match on entry.format (e.g. "understand-anything@1").
- `status` (string): Exact match on entry.status (typically "ok").
- `tag` (string): Returns entries whose tags array contains this string.

### `get_graph` (~45 tokens)

Fetch and return the parsed knowledge graph JSON for a registry entry by id.

Input parameters:

- `id` (string, required): Registry entry id, e.g. "Lum1104/Understand-Anything".

### `search_concepts` (~120 tokens)

Search aggregated concept terms across the registry. By default reads the precomputed stats.json (single GET, cached 60s) and returns matching terms with sample entry ids. If `id` is given, falls back to a single-graph node search. If stats.json is unavailable, falls back to a capped cross-graph node fan-out.

Input parameters:

- `id` (string): Optional entry id. If given, scopes the search to that single graph (legacy node-level mode).
- `query` (string, required): Substring to search for (case-insensitive).

### `find_graph_for_repo` (~118 tokens)

Look up a registry entry by `id` ("owner/repo") or `github_url` (https or ssh form, with optional .git/branch/path). Returns graph_url + drift metadata, or {found:false, suggestions} with up to 5 fuzzy-matched ids.

Input parameters:

- `github_url` (string): GitHub URL (https or ssh form). Trailing .git, branches, and sub-paths are tolerated.
- `id` (string): Registry id, e.g. "Lum1104/Understand-Anything".

## Diagnostics

Captured diagnostic sections: Provenance, Dependencies. The full working is on the page: https://verifymcp.io/servers/looptech-ai-understand-quickly/looptech-ai-understand-quickly-mcp#diagnostics

## Score history

- 2026-08-03: 74
- 2026-08-02: 20
- 2026-08-01: 21
- 2026-07-31: 21
- 2026-07-30: 24
- 2026-07-28: 24
- 2026-07-27: 24

## Links

- npm package: https://www.npmjs.com/package/@looptech-ai/understand-quickly-mcp
- Socket report: https://socket.dev/npm/package/@looptech-ai/understand-quickly-mcp
- Repository: https://github.com/looptech-ai/understand-quickly
- Changelog RSS feed: https://verifymcp.io/servers/looptech-ai-understand-quickly/looptech-ai-understand-quickly-mcp/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/looptech-ai-understand-quickly/looptech-ai-understand-quickly-mcp/changelog.json
- HTML version of this page: https://verifymcp.io/servers/looptech-ai-understand-quickly/looptech-ai-understand-quickly-mcp