Generate realistic fake data for testing and development. Create users, companies, transactions, addresses, and custom datasets in JSON or CSV format.
Project description
fakedata-mcp
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
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