# com.mambabuilt/mcp-lookalike-company-finder (npm · @mambalabsdev/mcp-lookalike-company-finder)

Companies similar to seed domains, ranked by a 0 to 100 similarity score with evidence.

- Trust score: 57/100 (low)
- Change this week: −11
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-05

## Components

- npm · `@mambalabsdev/mcp-lookalike-company-finder`: 57/100 (this document), [markdown](https://verifymcp.io/servers/com-mambabuilt-mcp-lookalike-company-finder/mambalabsdev-mcp-lookalike-company-finder.md), [page](https://verifymcp.io/servers/com-mambabuilt-mcp-lookalike-company-finder/mambalabsdev-mcp-lookalike-company-finder)

## Channel facts

- Registry: `npm`
- Package: `@mambalabsdev/mcp-lookalike-company-finder`
- Version: `1.0.1`
- 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 2026-11-05.

- **Supply Chain Security**: 48/100
  - Malware scan not yet available for this package.
  - 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 0 days ago).
  - Publishes a security disclosure policy (SECURITY.md).
- **Schema Quality & AI Usability**: 60/100
  - AI-judged instruction clarity (good).
  - Context-footprint check failed: tool/resource definitions use about 491 tokens (~491/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**: 33/100
  - Stability observed for 10 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.
- **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.

## Install

### How do I install the com.mambabuilt/mcp-lookalike-company-finder server?

com.mambabuilt/mcp-lookalike-company-finder runs locally as an npm package, launched with npx -y @mambalabsdev/mcp-lookalike-company-finder. 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-lookalike-company-finder -- npx -y @mambalabsdev/mcp-lookalike-company-finder
```

### Cursor

```json
{
  "mcpServers": {
    "com-mambabuilt-mcp-lookalike-company-finder": {
      "command": "npx",
      "args": [
        "-y",
        "@mambalabsdev/mcp-lookalike-company-finder"
      ]
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "com-mambabuilt-mcp-lookalike-company-finder": {
      "command": "npx",
      "args": [
        "-y",
        "@mambalabsdev/mcp-lookalike-company-finder"
      ]
    }
  }
}
```

### Codex

```bash
codex mcp add com-mambabuilt-mcp-lookalike-company-finder -- npx -y @mambalabsdev/mcp-lookalike-company-finder
```

### opencode

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

### OpenClaw

```bash
openclaw mcp add com-mambabuilt-mcp-lookalike-company-finder --command npx --arg -y --arg @mambalabsdev/mcp-lookalike-company-finder
```

### Hermes

```yaml
mcp_servers:
  com-mambabuilt-mcp-lookalike-company-finder:
    command: "npx"
    args: ["-y", "@mambalabsdev/mcp-lookalike-company-finder"]
```

### Netclaw

```json
{
  "McpServers": {
    "com-mambabuilt-mcp-lookalike-company-finder": {
      "Transport": "stdio",
      "Command": "npx",
      "Arguments": [
        "-y",
        "@mambalabsdev/mcp-lookalike-company-finder"
      ]
    }
  }
}
```

### Vellum

```bash
assistant mcp add com-mambabuilt-mcp-lookalike-company-finder -t stdio -c npx -a -y @mambalabsdev/mcp-lookalike-company-finder
```

### Other

```json
{
  "mcpServers": {
    "com-mambabuilt-mcp-lookalike-company-finder": {
      "command": "npx",
      "args": [
        "-y",
        "@mambalabsdev/mcp-lookalike-company-finder"
      ]
    }
  }
}
```

## 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.

### 2026-11-05 (score 57, −11)

- [security regression] Malware scan: pass → unverified
- [functional improvement] Stability: unverified → 0.33
- [functional] Package version: 1.0.0 → 1.0.1

### 2026-10-27 (score 68, +15)

- [security improvement] Malware scan: unverified → pass

### 2026-10-26 (score 53)

First indexed and scored.

## MCP tools (1)

### `find_lookalike_companies` (~491 tokens)

Find lookalike companies

Find companies similar to one to ten seed company domains (your best customers or a competitor). Returns lookalike companies ranked by a 0 to 100 similarity score with the evidence: score_breakdown_json (shared homepage words, search mentions, named in a comparison, shared tools, business model match, Reddit co-mention, shared marketplaces), found_via, shared_keywords, tech_detected, has_pricing_page, and homepage title, plus one free seed summary row. Candidates come from alternatives, vs, and competitors search result pages and the products list articles name; review sites, list articles, and media are never returned. use_classifier (default true), use_reddit, and use_marketplaces start Mamba Labs actors as child runs that Apify bills to your account at their own prices. A run that does not succeed is returned as an error with its run ID. Read-only; requires an APIFY_TOKEN; Apify charges per lookalike company returned.

Input parameters:

- `classify_top_n` (string): Top candidates the business model check reads, 1 to 50. Default 15.
- `exclude_domains` (array): Domains never to return, for example your own and your current customers.
- `max_charge_usd` (string): Optional. The run stops before any row that would take its charges over this amount. Child runs are billed by their own actors.
- `max_results` (string): Lookalike companies returned, best first, 1 to 100. Each one is billed. Default 25.
- `min_score` (string): Only companies scoring at least this, 0 to 100. Default 20.
- `seed_domain` (string): One seed domain. Used together with seed_domains.
- `seed_domains` (array): One to ten seed company domains, for example smartlead.ai.
- `use_classifier` (string): Run Mamba Labs Website Phrase and Business Model Classifier on the seeds and top candidates (child run billed at its own price). Default true.
- `use_marketplaces` (string): Run Mamba Labs Integration and Marketplace Presence Mapper on the seeds and top candidates (child run billed at its own price). Default false.
- `use_reddit` (string): Run Mamba Labs B2B Reddit Conversation Monitor on each seed for co-mentions (child run billed at its own prices). Default false.

## Diagnostics

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

## Score history

- 2026-11-05: 57
- 2026-11-04: 68
- 2026-11-03: 68
- 2026-11-02: 68
- 2026-11-01: 68
- 2026-10-31: 68
- 2026-10-30: 68
- 2026-10-29: 68
- 2026-10-28: 68
- 2026-10-27: 68
- 2026-10-26: 53

## Common questions

### What is the com.mambabuilt/mcp-lookalike-company-finder server?

com.mambabuilt/mcp-lookalike-company-finder is listed in the public MCP registry as com.mambabuilt/mcp-lookalike-company-finder. Companies similar to seed domains, ranked by a 0 to 100 similarity score with evidence. This page covers its npm package (@mambalabsdev/mcp-lookalike-company-finder).

### Is the com.mambabuilt/mcp-lookalike-company-finder server safe to use?

com.mambabuilt/mcp-lookalike-company-finder scores 57 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 5 November 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-lookalike-company-finder server expose?

com.mambabuilt/mcp-lookalike-company-finder exposes 1 tool: find_lookalike_companies. Their descriptions and schemas cost roughly 491 tokens of context every time the server is loaded.

### Is the com.mambabuilt/mcp-lookalike-company-finder server still maintained?

com.mambabuilt/mcp-lookalike-company-finder is still listed as active in the MCP registry. We last reached this channel on 5 November 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-lookalike-company-finder server under?

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