Realistic fake data generation for testing and development
About
Generate realistic fake users, companies, financial transactions, addresses, placeholder text, and fully custom datasets. Zero external dependencies. Perfect for populating test databases, building demos, prototyping UIs, and generating sample data for any project. Supports multiple locales, output formats (JSON/CSV), and customizable schemas.
Security Report
Valid MCP server (1 strong, 3 medium validity signals). No known CVEs in dependencies. Imported from the Official MCP Registry. 1 finding(s) downgraded by scanner intelligence.
12 files analyzed · 1 issue found
Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.
How to Install
Add this to your MCP configuration file:
{
"mcpServers": {
"fakedata-mcp": {
"args": [
"fakedata-mcp"
],
"command": "uvx"
}
}
}Getting Started
Once installed, try these example prompts and explore these capabilities:
- 1"Generate 10 fake users" → Tool: generate_users
- 2"Create a dataset of 50 transactions" → Tool: generate_transactions
- 3"Make a CSV with custom columns: name, email, score" → Tool: generate_dataset
- 4Tool: generate_companies: Create company profiles with industry and revenue
- 5Tool: generate_addresses: Generate addresses with GPS coordinates for any country
- 6Tool: generate_text: Produce lorem ipsum or realistic placeholder paragraphs
Documentation
View on GitHubFrom the project's GitHub README.
Generate realistic fake data for testing and development. Create users, companies, transactions, addresses, and custom datasets in JSON or CSV format.
Install
uvx fakedata-mcp
Or install permanently:
pip install fakedata-mcp
Tools
- generate_users — Generate realistic fake user profiles with name, email, phone, address, date of birth, and username
- generate_companies — Generate fake company profiles with name, industry, revenue, employee count, founded date, and website
- generate_transactions — Generate fake financial transactions with amount, date, merchant, category, payment method, and status
- generate_addresses — Generate fake street addresses with street, city, state, zip, country, and coordinates
- generate_text — Generate placeholder text: lorem ipsum paragraphs, realistic sentences, or random words
- generate_dataset — Generate a custom dataset with user-defined columns and types. Supports: string, integer, float, boolean, email, name, phone, date, url, uuid, ip_address, color, company, job_title
Usage with Claude Code
claude mcp add fakedata-mcp -- uvx fakedata-mcp
Or add to your MCP config (~/.claude/settings.json):
{{
"mcpServers": {{
"fakedata-mcp": {
"command": "uvx",
"args": ["fakedata-mcp"]
}}
}}
}}
Development
git clone https://github.com/YOUR_USERNAME/fakedata-mcp.git
cd fakedata-mcp
uv venv .venv && source .venv/bin/activate
uv pip install -e ".[dev]"
pytest -v
Reviews
No reviews yet
Be the first to review this server!
More Developer Tools MCP Servers
Git
Freeby Modelcontextprotocol · Developer Tools
Read, search, and manipulate Git repositories programmatically
Fetch
Freeby Modelcontextprotocol · Developer Tools
Web content fetching and conversion for efficient LLM usage
Toleno
Freeby Toleno · Developer Tools
Toleno Network MCP Server — Manage your Toleno mining account with Claude AI using natural language.
mcp-creator-python
Freeby mcp-marketplace · Developer Tools
Create, build, and publish Python MCP servers to PyPI — conversationally.
MCP Marketplace
Freeby mcp-marketplace · Developer Tools
Search and install MCP servers from inside your AI client.
MarkItDown
Freeby Microsoft · Content & Media
Convert files (PDF, Word, Excel, images, audio) to Markdown for LLM consumption