StarProof
GitHub repo authenticity scoring: stars-vs-forks, star velocity, astroturf fingerprints. Free API.
Should I use this
Quality & Safety
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"starproof": {
"url": "https://starproof.bigfloppy.net/mcp"
}
}
}Remote endpoints
https://starproof.bigfloppy.net/mcpstreamable-httpWhat it can do
Tool inventory
Tools (2)
⚪starproof_score(repo)
Score a GitHub repository's authenticity: pulls the repo through the GitHub API and checks the fake-star / astroturf fingerprint (stars-vs-forks, star velocity, missing language/license, product-named org, keyword-stuffed topics, hype description). Returns a 0-100 authenticity score, a verdict (likely-authentic/suspicious/likely-faked) and the evidence list. Free, no key.
Input Schema
{
"type": "object",
"properties": {
"repo": {
"type": "string",
"description": "owner/name or a full github.com URL"
}
},
"required": [
"repo"
]
}🟢starproof_health
Check the StarProof API is up. Takes no arguments.
Input Schema
{
"type": "object",
"properties": {}
}Community
Evidence