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

Find influencers by keyword or niche across seven creator platforms, with follower counts.

- Trust score: 67/100 (medium)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-09-26

## Components

- npm · `@mambalabsdev/mcp-creator-finder`: 67/100 (this document), [markdown](https://verifymcp.io/servers/com-mambabuilt-mcp-creator-finder/mambalabsdev-mcp-creator-finder.md), [page](https://verifymcp.io/servers/com-mambabuilt-mcp-creator-finder/mambalabsdev-mcp-creator-finder)

## Channel facts

- Registry: `npm`
- Package: `@mambalabsdev/mcp-creator-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 2026-09-26.

- **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.
  - 31 of 95 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 3 days ago).
  - Publishes a security disclosure policy (SECURITY.md).
- **Schema Quality & AI Usability**: 58/100
  - AI-judged instruction clarity (excellent).
  - Context-footprint check failed: tool/resource definitions use about 819 tokens (~819/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-creator-finder server?

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

### Cursor

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

### VS Code

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

### Codex

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

### opencode

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

### OpenClaw

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

### Hermes

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

### Netclaw

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

### Vellum

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

### Other

```json
{
  "mcpServers": {
    "com-mambabuilt-mcp-creator-finder": {
      "command": "npx",
      "args": [
        "-y",
        "@mambalabsdev/mcp-creator-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.

### 2026-09-25 (score 67, 0)

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

### 2026-09-23 (score 67, +10)

- [security improvement] Known CVEs: unverified → pass
- [functional improvement] Dependency health: unverified → 0.85

### 2026-09-22 (score 57)

First indexed and scored.

## MCP tools (1)

### `find_influencers` (~819 tokens)

Find Influencers by Keyword or Niche

Searches TikTok, Instagram, YouTube, Pinterest, Twitch, Threads, and podcasts for creators matching your keywords or one of eight curated niche keyword sets, then filters them to a follower range. Returns one flat row per creator per platform with handle, profile URL, display name, follower count, the search that found them, a stable creator_id, and similar creators from the same keyword cluster. Discovery only: it does not read bios, emails, or link in bio pages, which is what Influencer Profile Scraper and Link in Bio Scraper and Newsletter Detector do. Every row carries row_status and error_reason, so an absence is readable rather than silent. Charges $0.001 per run plus $0.007 per creator returned; a search that returns nothing charges the run start only. Contributes the public records it finds to a shared creator and agency pool that all users of this actor read from, so a later run reads what this one found; `contribute_to_shared_pool` is on by default and turning it off leaves the run reading the pool and writing nothing. Only public data already in the returned rows is contributed, nothing from your Apify account or your input, and a contribution is not charged. Requires an APIFY_TOKEN and consumes Apify credits. Read only.

Input parameters:

- `batch_size` (integer): Rows fetched at once. Leave empty for the measured per platform default; the measurement is in the README. Higher is faster and, above the measured point, loses rows.
- `contribute_to_shared_pool` (boolean): On by default. Contributes the public records this run finds to a shared creator and agency pool that all users of this actor read from, so a later run reads what this one found. Only public data alr…
- `follower_max` (integer): Drop creators whose follower count is known and above this. Default: 500000.
- `follower_min` (integer): Drop creators whose follower count is known and below this. A creator whose count the search did not show is kept, so a later profile read can fill it. Default: 5000.
- `keywords` (array): Search phrases, one per line, for example "budget travel" or "meal prep coach". Each keyword is searched on each platform. Use `niche` instead to load a curated keyword set.
- `max_creators` (integer): Hard cap on rows returned, so a broad niche cannot run away. Default: 200.
- `max_creators_per_keyword` (integer): Cap per search. Search engines honor the site: filter for the first page or two only, so 20 to 30 per keyword with more keywords beats deep paging. Default: 20.
- `max_keywords_per_niche` (integer): How many keywords from the niche set to search. 1 to 60. Default: 10.
- `niche` (string): Loads a curated set of search keywords for the niche (about 60 per niche, measured in the September 2026 pre-research). `max_keywords_per_niche` caps how many are used. Leave as custom to search only…
- `platforms` (array): Which platforms to search, and which platforms a bare @handle is looked up on. A full profile URL carries its own platform and ignores this. Supported: TikTok, Instagram, YouTube, Pinterest, Twitch,…
- `us_only` (boolean): Launch scope is US creators. Discovery carries no country signal, so country_guess is null on every row of this actor and this field changes nothing here. It is accepted so the same input runs unchan…

## Diagnostics

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

## Score history

- 2026-09-26: 67
- 2026-09-25: 67
- 2026-09-24: 67
- 2026-09-23: 67
- 2026-09-22: 57

## Common questions

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

com.mambabuilt/mcp-creator-finder is listed in the public MCP registry as com.mambabuilt/mcp-creator-finder. Find influencers by keyword or niche across seven creator platforms, with follower counts. This page covers its npm package (@mambalabsdev/mcp-creator-finder).

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

com.mambabuilt/mcp-creator-finder scores 67 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 26 September 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-creator-finder server expose?

com.mambabuilt/mcp-creator-finder exposes 1 tool: find_influencers. Their descriptions and schemas cost roughly 819 tokens of context every time the server is loaded.

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

com.mambabuilt/mcp-creator-finder is still listed as active in the MCP registry. We last reached this channel on 26 September 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-creator-finder server under?

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