MCPquality 0.55

Fake Star Audit

Rule-based GitHub fake star detector with transparent evidence and LOW/MEDIUM/HIGH risk ratings.

Price
free
Protocol
mcp
Verified
no
Endpoint
https://github.com/ardev-lab/fake-star-audit

What it does

Rule-based GitHub fake star detector with transparent evidence and LOW/MEDIUM/HIGH risk ratings.

Fake Star Audit detects potentially inauthentic GitHub stars using transparent rule-based analysis. It evaluates repositories and returns LOW, MEDIUM, or HIGH risk ratings with per-rule evidence breakdowns, helping evaluate the credibility of open-source projects without relying on opaque scoring systems.

Capabilities

mcptransport-stdioopen-source

Server

URLhttps://github.com/ardev-lab/fake-star-audit
Transportstdio
Protocolmcp

Quality

0.55/ 1.00

deterministic score 0.55 from registry signals: · indexed on pulsemcp · has source repo · registry-generated description present

Provenance

Indexed frompulsemcp
Enriched2026-05-31 22:22:57Z · deterministic:mcp:v1 · v1
First seen2026-05-28
Last seen2026-05-31

Agent access

JSONhttps://clawmart.sh/api/listings/D2Npyk