# com.mambabuilt/mcp-ai-tooling-detector (npm · @mambalabsdev/mcp-ai-tooling-detector)

Detect whether a company declares, deploys, or charges for AI, with evidence.

- Trust score: 64/100 (medium)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-07

## Components

- npm · `@mambalabsdev/mcp-ai-tooling-detector`: 64/100 (this document), [markdown](https://verifymcp.io/servers/com-mambabuilt-mcp-ai-tooling-detector/mambalabsdev-mcp-ai-tooling-detector.md), [page](https://verifymcp.io/servers/com-mambabuilt-mcp-ai-tooling-detector/mambalabsdev-mcp-ai-tooling-detector)

## Channel facts

- Registry: `npm`
- Package: `@mambalabsdev/mcp-ai-tooling-detector`
- Version: `1.0.0`
- 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 2026-08-07.

- **Supply Chain Security**: 87/100
  - No malware found by supply-chain analysis.
  - Known CVEs were checked across the 95 of 99 dependencies we could resolve, so this covers what we could see, not the whole tree.
  - No install/post-install scripts declared.
  - Dependency health was assessed across the 95 of 99 dependencies we could resolve, so this covers what we could see, not the whole tree.
- **Provenance & Transparency**: 45/100
  - Source repository is publicly reachable at the declared URL.
  - Provenance check failed: no build-provenance attestation is published.
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 0 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 69/100
  - AI-judged instruction clarity (excellent).
  - Context-footprint check failed: tool/resource definitions use about 283 tokens (~283/item across 1 items; 1 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 0/100
  - Stability not yet verified: not enough scan history yet (needs a 30-day window).
- **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.

**Unverified: 1 category.** A category scored 0 because we could not verify it: a data source with nothing on this package, evidence we could not reach, or a check we could not run. We only credit what we can confirm.

## Install

### Claude

```bash
claude mcp add com-mambabuilt-mcp-ai-tooling-detector -- npx -y @mambalabsdev/mcp-ai-tooling-detector
```

### Codex

```bash
codex mcp add com-mambabuilt-mcp-ai-tooling-detector -- npx -y @mambalabsdev/mcp-ai-tooling-detector
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "com-mambabuilt-mcp-ai-tooling-detector": {
      "type": "local",
      "command": [
        "npx",
        "-y",
        "@mambalabsdev/mcp-ai-tooling-detector"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add com-mambabuilt-mcp-ai-tooling-detector --command npx --arg -y --arg @mambalabsdev/mcp-ai-tooling-detector
```

### Hermes

```yaml
mcp_servers:
  com-mambabuilt-mcp-ai-tooling-detector:
    command: "npx"
    args: ["-y", "@mambalabsdev/mcp-ai-tooling-detector"]
```

### Other

```json
{
  "mcpServers": {
    "com-mambabuilt-mcp-ai-tooling-detector": {
      "command": "npx",
      "args": [
        "-y",
        "@mambalabsdev/mcp-ai-tooling-detector"
      ]
    }
  }
}
```

## 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.

### 2026-08-06 (score 64)

First indexed and scored.

## MCP tools (1)

### `detect_ai_tooling` (~283 tokens)

Detect AI Tooling

Given a company domain, determine how far that company has actually gone with AI. Returns an ai_maturity tier of none, declared (says AI but nothing observable is running), deployed (AI tooling is live on the site), or commercialized (the pricing page charges for AI via credits, tokens, an add-on, an AI-named plan, or a per-outcome price). Also returns the detected AI vendors and categories, validated llms.txt status, robots.txt AI-crawler policy, and the quotable evidence strings behind the verdict. A domain behind a bot challenge comes back with blocked=true at low confidence rather than as a false negative. Public data only, no login. Returns flat Clay-ready JSON. Read-only; requires an APIFY_TOKEN and consumes Apify credits per domain analyzed.

Input parameters:

- `check_pricing` (boolean): Fetch and score the pricing page. Default true. Setting this false is faster but caps the result at 'deployed', because 'commercialized' can only be proven on a pricing page.
- `domain` (string): A single company domain, e.g. intercom.com. Provide either domain or domains.
- `domains` (array): Batch mode: several company domains analyzed in one call. Takes precedence over domain.
- `skipCache` (boolean): Force a fresh analysis and ignore the 7 day result cache.

## Diagnostics

Captured diagnostic sections: Provenance, Dependencies. The full working is on the page: https://verifymcp.io/servers/com-mambabuilt-mcp-ai-tooling-detector/mambalabsdev-mcp-ai-tooling-detector#diagnostics

## Score history

- 2026-08-07: 64
- 2026-08-06: 64

## Links

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