Ghfind

Ghfind is a Chinese language service that scores GitHub accounts. A visitor enters a username and receives a value and trust score from 0 to 100 in about thirty seconds, together with a blunt written critique of the account. The stated purpose is to make open source contribution legible: to reward genuine work, bring overlooked developers to the surface, and make padded or automated accounts easy to recognize by reading patterns instead of raw totals. The score comes from a deterministic engine that draws only on public GitHub data. The same input always produces the same score, and no large language model touches the number itself, so a result is reproducible and auditable rather than opaque. Six weighted dimensions add up to the total: account maturity, the quality of original projects, contribution quality, ecosystem influence, community influence and activity authenticity. Optional layers sit on top of that core, including an AI written roast of the account, head to head developer comparisons, leaderboards by language, organization and project, and a score badge that can be embedded in a profile README. A separate discovery section publishes long form write ups of notable projects and developers alongside assessments of overlooked repositories, each carrying a product value score, a confidence percentage and a community strength figure. No pricing is published. The site has no pricing page and no plans, its structured data lists a zero price, and the only visible funding routes are a sponsorship page and model sponsor slots on the home page. The scoring engine is released as open source under the AGPL as a reusable skill, and the website, the official npm and PyPI packages, a command line tool and a Model Context Protocol server all run on that same code path, so the same score can be obtained outside the web interface.