# com.mambabuilt/mcp-website-phrase-business-model-classifier (npm · @mambalabsdev/mcp-website-phrase-business-model-classifier)

B2B or B2C, business category, and your own phrases, classified from a company's own website.

- Trust score: 69/100 (medium)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-10-23

## Components

- npm · `@mambalabsdev/mcp-website-phrase-business-model-classifier`: 69/100 (this document), [markdown](https://verifymcp.io/servers/com-mambabuilt-mcp-website-phrase-business-model-classifier/mambalabsdev-mcp-website-phrase-business-model-classifier.md), [page](https://verifymcp.io/servers/com-mambabuilt-mcp-website-phrase-business-model-classifier/mambalabsdev-mcp-website-phrase-business-model-classifier)

## Channel facts

- Registry: `npm`
- Package: `@mambalabsdev/mcp-website-phrase-business-model-classifier`
- 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 2026-10-23.

- **Supply Chain Security**: 98/100
  - No malware found by supply-chain analysis.
  - No known CVEs affecting this package version or its production dependencies.
  - No install/post-install scripts declared.
  - 30 of 92 dependencies flagged as unhealthy.
- **Provenance & Transparency**: 48/100
  - 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 1 days ago).
  - Publishes a security disclosure policy (SECURITY.md).
- **Schema Quality & AI Usability**: 64/100
  - AI-judged instruction clarity (excellent).
  - Context-footprint check failed: tool/resource definitions use about 374 tokens (~374/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.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 1 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 1 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **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

### How do I install the com.mambabuilt/mcp-website-phrase-business-model-classifier server?

com.mambabuilt/mcp-website-phrase-business-model-classifier runs locally as an npm package, launched with npx -y @mambalabsdev/mcp-website-phrase-business-model-classifier. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add com-mambabuilt-mcp-website-phrase-business-model -- npx -y @mambalabsdev/mcp-website-phrase-business-model-classifier
```

### Cursor

```json
{
  "mcpServers": {
    "com-mambabuilt-mcp-website-phrase-business-model": {
      "command": "npx",
      "args": [
        "-y",
        "@mambalabsdev/mcp-website-phrase-business-model-classifier"
      ]
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "com-mambabuilt-mcp-website-phrase-business-model": {
      "command": "npx",
      "args": [
        "-y",
        "@mambalabsdev/mcp-website-phrase-business-model-classifier"
      ]
    }
  }
}
```

### Codex

```bash
codex mcp add com-mambabuilt-mcp-website-phrase-business-model -- npx -y @mambalabsdev/mcp-website-phrase-business-model-classifier
```

### opencode

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

### OpenClaw

```bash
openclaw mcp add com-mambabuilt-mcp-website-phrase-business-model --command npx --arg -y --arg @mambalabsdev/mcp-website-phrase-business-model-classifier
```

### Hermes

```yaml
mcp_servers:
  com-mambabuilt-mcp-website-phrase-business-model:
    command: "npx"
    args: ["-y", "@mambalabsdev/mcp-website-phrase-business-model-classifier"]
```

### Netclaw

```json
{
  "McpServers": {
    "com-mambabuilt-mcp-website-phrase-business-model": {
      "Transport": "stdio",
      "Command": "npx",
      "Arguments": [
        "-y",
        "@mambalabsdev/mcp-website-phrase-business-model-classifier"
      ]
    }
  }
}
```

### Vellum

```bash
assistant mcp add com-mambabuilt-mcp-website-phrase-business-model -t stdio -c npx -a -y @mambalabsdev/mcp-website-phrase-business-model-classifier
```

### Other

```json
{
  "mcpServers": {
    "com-mambabuilt-mcp-website-phrase-business-model": {
      "command": "npx",
      "args": [
        "-y",
        "@mambalabsdev/mcp-website-phrase-business-model-classifier"
      ]
    }
  }
}
```

## 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.

### 2026-10-22 (score 69, +15)

- [security improvement] Malware scan: unverified → pass

### 2026-10-21 (score 54)

First indexed and scored.

## MCP tools (1)

### `classify_website` (~374 tokens)

Classify company websites

Classify company websites from their own pages. Give domains (up to 500) and optionally your own phrases. For each domain the actor reads the homepage and up to 5 linked pages (about, products, services, wholesale, manufacturing, industries, pricing) and returns one row: business_model b2b, b2c, both, or unknown with the signals found; is_saas, is_ecommerce, is_agency, is_manufacturer, is_wholesaler, is_distributor, is_marketplace; phrases_matched and phrases_negated; and top_evidence_text with top_evidence_url quoting the page. Rules are deterministic, no language model. Unreachable, blocked, robots.txt disallowed, and empty sites come back free with a row_status saying so. A run that does not succeed is returned as an error with its run ID. Read-only; requires an APIFY_TOKEN; Apify charges per domain classified.

Input parameters:

- `categories` (array): Business categories to test. Empty means all seven.
- `domain` (string): One company domain, for example lodgecastiron.com.
- `domains` (array): Company domains or website addresses, up to 500.
- `max_charge_usd` (string): Optional. The run stops before a charge would pass this amount.
- `max_pages` (string): Pages read per site, homepage included, 1 to 10. Default 6.
- `phrases` (array): Your buyer phrases to look for, for example clay agency or private label. Whole words, plurals included, case ignored; a hit inside a negation does not count. Up to 25.
- `proxy_mode` (string): auto (default) retries a refusing site through the Apify proxy at no extra cost; direct never uses a proxy.

## Diagnostics

Captured diagnostic sections: Provenance, Dependencies. The full working is on the page: https://verifymcp.io/servers/com-mambabuilt-mcp-website-phrase-business-model-classifier/mambalabsdev-mcp-website-phrase-business-model-classifier#diagnostics

## Score history

- 2026-10-23: 69
- 2026-10-22: 69
- 2026-10-21: 54

## Common questions

### What is the com.mambabuilt/mcp-website-phrase-business-model-classifier server?

com.mambabuilt/mcp-website-phrase-business-model-classifier is listed in the public MCP registry as com.mambabuilt/mcp-website-phrase-business-model-classifier. B2B or B2C, business category, and your own phrases, classified from a company's own website. This page covers its npm package (@mambalabsdev/mcp-website-phrase-business-model-classifier).

### Is the com.mambabuilt/mcp-website-phrase-business-model-classifier server safe to use?

com.mambabuilt/mcp-website-phrase-business-model-classifier scores 69 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 23 October 2026. It declares no install or post-install scripts. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the com.mambabuilt/mcp-website-phrase-business-model-classifier server expose?

com.mambabuilt/mcp-website-phrase-business-model-classifier exposes 1 tool: classify_website. Their descriptions and schemas cost roughly 374 tokens of context every time the server is loaded.

### Is the com.mambabuilt/mcp-website-phrase-business-model-classifier server still maintained?

com.mambabuilt/mcp-website-phrase-business-model-classifier is still listed as active in the MCP registry. We last reached this channel on 23 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

### What licence is the com.mambabuilt/mcp-website-phrase-business-model-classifier server under?

com.mambabuilt/mcp-website-phrase-business-model-classifier declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.

## Links

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