Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Generate fake user profiles and companies for tests, seed data, and AI agent demos.
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We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
RANDOM_PROFILES_API_KEYValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"random-profiles": {
"command": "npx",
"args": [
"-y",
"random-profiles-mcp"
],
"env": {
"RANDOM_PROFILES_API_KEY": "your-value"
}
}
}
}Run this in your terminal
claude mcp add random-profiles --env RANDOM_PROFILES_API_KEY=your-value -- npx -y random-profiles-mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"random-profiles": {
"command": "npx",
"args": [
"-y",
"random-profiles-mcp"
],
"env": {
"RANDOM_PROFILES_API_KEY": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"random-profiles": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"random-profiles-mcp"
],
"env": {
"RANDOM_PROFILES_API_KEY": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
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These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified against the domain random-profiles.com (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
You need to fill in: RANDOM_PROFILES_API_KEY
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (1.4.4) reached the registry 39 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, dotnet-mcp
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Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
MCP server for the Random Profiles API — generate fake user profiles and companies directly from AI agents like Claude.
Just install the MCP server and talk to it. The first time you ask for profiles, the agent will prompt you for an email once, claim a free key on your behalf, cache it locally, and use it for every future request. The key is also emailed to you as a receipt.
Add to your Claude Code MCP config (.mcp.json):
{
"mcpServers": { "random-profiles": { "type": "stdio", "command": "npx", "args": ["-y", "random-profiles-mcp"] } } }
Restart Claude Code and ask _"give me 5 random user profiles"_ — the agent will handle the key handshake automatically. No browser, no copy-paste.
The key is cached at ~/.random-profiles/config.json (mode 0600) so you only do this once per machine.
If you already have an API key (or want to use a specific one), set it via env var and skip the claim flow entirely:
{
"mcpServers": { "random-profiles": { "type": "stdio", "command": "npx", "args": ["-y", "random-profiles-mcp"], "env": { "RANDOM_PROFILES_API_KEY": "rp_your_key_here" } } } }
The env var takes precedence over the cached key.
| Tool | Description |
|---|---|
claim_api_key | Claim a free API key using an email address (response returns the key; the agent also emails a copy as a receipt). Only used on first run when no key is configured — cached afterward. |
get_profiles | Get random user profiles with filters (count, gender, country, age range, fields) |
get_profile | Get a single profile by UUID |
get_companies | Get random fake companies with filters (count, industry, country, size, fields) |
get_company | Get a single company by UUID |
get_random_image | Get a random profile photo (JPEG, optional size) |
get_image | Get a specific profile photo by UUID (JPEG, optional size) |
get_usage | Check your API key usage, tier, and daily limits (includes a buy-me-a-coffee support_url for unlimited access) |
Profiles: name, email, phone, identity, bio, social, physical, job, address, financial, network, documents, vehicle, contact, digital, interests, education, photo, relationships, meta
Companies: name, industry, size, location, contact, social, financial, tech, leadership, legal, operations, product, relationships, meta
The relationships group returns cross-resource UUIDs: profiles have company_uuid + colleague_uuids, companies have employee_uuids. Chain tools together to hydrate the graph (e.g. "give me 5 companies, then their employees").
Both get_profiles and get_companies accept an optional photo_format / logo_format argument (jpg or webp). WebP is ~30% smaller than JPG with equivalent perceived quality and is supported by 96%+ of browsers. Default stays jpg for maximum compatibility.
Profiles
"Give me 5 random US profiles"
"Generate 10 female profiles between ages 25-35 from Germany"
"Get me profiles with only name and email fields"
"Show me a random profile photo"
Companies
"Give me 5 fake Technology companies from the US"
"Generate 10 Healthcare companies with 51-200 employees"
"Get 20 companies with only name, industry, and leadership fields"
"Give me 3 Finance companies from the UK with a fixed seed of 42"
"Give me 10 companies with 128px logos (for an icon grid)"
The logo_size argument on get_companies/get_company picks the size variant in meta.logo_url — same pattern as photo_size on profiles. Valid values: 64, 128, 256, 512, 1024 (default).
| Variable | Required | Description |
|---|---|---|
RANDOM_PROFILES_API_KEY | Yes | Your API key (get one at random-profiles.com) |
random-profiles-types — TypeScript types for the API response shapes, if you're calling the API directly from TypeScript.random-profiles — CLI for the same API.MIT