# com.random-profiles/mcp (npm · random-profiles-mcp)

Generate fake user profiles and companies for tests, seed data, and AI agent demos.

- Trust score: 69/100 (medium)
- Change this week: +23
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- npm · `random-profiles-mcp`: 69/100 (this document), [markdown](https://verifymcp.io/servers/com-random-profiles-mcp/random-profiles-mcp.md), [page](https://verifymcp.io/servers/com-random-profiles-mcp/random-profiles-mcp)

## Channel facts

- Registry: `npm`
- Package: `random-profiles-mcp`
- Version: `1.4.3`
- 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**: 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 101 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 76/100
  - AI-judged instruction clarity (excellent).
  - Context-footprint check failed: tool/resource definitions use about 952 tokens (~119/item across 8 items; 8 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 27/100
  - Stability observed for 8 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 com-random-profiles-mcp -- npx -y random-profiles-mcp
```

### Codex

```bash
codex mcp add com-random-profiles-mcp -- npx -y random-profiles-mcp
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "com-random-profiles-mcp": {
      "type": "local",
      "command": [
        "npx",
        "-y",
        "random-profiles-mcp"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add com-random-profiles-mcp --command npx --arg -y --arg random-profiles-mcp
```

### Hermes

```yaml
mcp_servers:
  com-random-profiles-mcp:
    command: "npx"
    args: ["-y", "random-profiles-mcp"]
```

### Other

```json
{
  "mcpServers": {
    "com-random-profiles-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "random-profiles-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 69, +1)

No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-08-02 (score 68, +10)

- [security regression] Provenance: fail → unverified
- [security regression] Install scripts: pass → unverified
- [security improvement] Known CVEs: unverified → partial
- [functional regression] License: pass → unverified
- [functional regression] Maintenance: pass → unverified
- [functional improvement] Dependency health: unverified → partial
- [functional improvement] Stability: unverified → 0.23
- [functional] Licence: MIT

### 2026-08-01 (score 58, −10)

- [security regression] Known CVEs: partial → unverified
- [functional regression] Dependency health: partial → unverified

### 2026-07-31 (score 68, +31)

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

### 2026-07-30 (score 37, +11)

- [security regression] Provenance: unverified → fail
- [security regression] Malware scan: pass → unverified
- [security improvement] Install scripts: unverified → pass
- [functional regression] Security disclosure: unverified → fail
- [functional regression] Dependency health: partial → unverified
- [functional improvement] Tool coverage: unverified → 100
- [functional improvement] License: unverified → pass
- [functional improvement] Maintenance: unverified → pass
- [functional] Licence: MIT

### 2026-07-29 (score 26, −20)

- [functional regression] Tool coverage: 100 → unverified
- [functional regression] Security disclosure: fail → unverified
- [functional improvement] Dependency health: unverified → partial
- [functional] First check of Schema quality: unverified

### 2026-07-27 (score 46)

First indexed and scored.

## MCP tools (8)

### `claim_api_key` (~121 tokens)

Claim a free Random Profiles API key using an email address. Use this tool the FIRST time no key is configured — the key will be returned in the response and also emailed to the user as a receipt. Subsequent calls use the cached key automatically, so you only need to do this once per machine. ALWAYS ask the user for their real email before calling this — don't make one up.

Input parameters:

- `email` (string, required): Real email address to receive the key receipt. Will be used as the account identifier for usage tracking and eventual upgrades. Disposable domains are rejected.

### `get_profiles` (~281 tokens)

Get random fake user profiles for testing and seed data. Returns realistic profiles with 100+ fields including names, jobs, addresses, financials, network data, documents, and more.

Input parameters:

- `count` (number): Number of profiles to return (1-100)
- `country` (string): Comma-separated country codes to include (US, GB, DE, FR, AU, BR, JP, IN, NG)
- `exclude_country` (string): Comma-separated country codes to exclude
- `fields` (string): Comma-separated field groups to return (name, email, phone, identity, bio, social, physical, job, address, financial, network, documents, vehicle, contact, digital, interests, education, photo, relat…
- `gender` (string): Filter by gender
- `max_age` (number): Maximum age filter
- `min_age` (number): Minimum age filter
- `photo_format` (string): Image format for photo URL (default: jpg, webp is ~30% smaller)
- `photo_size` (string): Photo size in pixels (default: 1024)
- `seed` (number): Seed for deterministic results — same seed returns same profiles

### `get_profile` (~25 tokens)

Get a single profile by UUID.

Input parameters:

- `uuid` (string, required): The profile UUID

### `get_random_image` (~50 tokens)

Get a random profile photo. Returns the image as JPEG. Each call consumes 1 image unit from your daily limit.

Input parameters:

- `size` (string): Image size in pixels (default: 1024)

### `get_image` (~61 tokens)

Get a specific profile photo by UUID. Returns the image as JPEG. Each call consumes 1 image unit from your daily limit.

Input parameters:

- `size` (string): Image size in pixels (default: 1024)
- `uuid` (string, required): The photo UUID

### `get_companies` (~320 tokens)

Get random fake companies for testing and seed data. Returns realistic companies with 100+ fields including names, legal form, industry, leadership, financials, tech stack, locations, logos, and more across 9 countries.

Input parameters:

- `count` (number): Number of companies to return (1-100)
- `country` (string): Comma-separated country codes to include (US, GB, DE, FR, AU, BR, JP, IN, NG)
- `fields` (string): Comma-separated field groups to return (name, industry, size, location, contact, social, financial, tech, leadership, legal, operations, product, relationships, meta). The `relationships` group retur…
- `industry` (string): Filter by industry (Technology, Healthcare, Finance, Education, Manufacturing, Retail, Media, Consulting, Real Estate, Transportation, Energy, Telecommunications, Hospitality, Agriculture, Legal, Con…
- `logo_format` (string): Image format for meta.logo_url (default: jpg, webp is ~30% smaller)
- `logo_size` (string): Logo size in meta.logo_url (default: 1024)
- `seed` (number): Seed for deterministic results — same seed returns same companies
- `size` (string): Comma-separated size brackets (1-10, 11-50, 51-200, 201-500, 501-1000, 1001-5000, 5000+)

### `get_company` (~70 tokens)

Get a single company by UUID.

Input parameters:

- `logo_format` (string): Image format for meta.logo_url (default: jpg, webp ~30% smaller)
- `logo_size` (string): Logo size in meta.logo_url (default: 1024)
- `uuid` (string, required): The company UUID

### `get_usage` (~24 tokens)

Check your API key usage, tier, and daily limits for profiles and images.

## Diagnostics

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

## Score history

- 2026-08-03: 69
- 2026-08-02: 68
- 2026-08-01: 58
- 2026-07-31: 68
- 2026-07-30: 37
- 2026-07-29: 26
- 2026-07-28: 46
- 2026-07-27: 46

## Links

- npm package: https://www.npmjs.com/package/random-profiles-mcp
- Socket report: https://socket.dev/npm/package/random-profiles-mcp
- Repository: https://github.com/gusdeboer/random-profiles-mcp
- Website: https://random-profiles.com/
- Changelog RSS feed: https://verifymcp.io/servers/com-random-profiles-mcp/random-profiles-mcp/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/com-random-profiles-mcp/random-profiles-mcp/changelog.json
- HTML version of this page: https://verifymcp.io/servers/com-random-profiles-mcp/random-profiles-mcp