mcpscore
Early signalMCP Server Audit & Quality Checker
Launched 13d ago
Signal
25
Velocity
0
What this means
15Founder Conviction Index: 15 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
Prediction
Top-5 finish probability
8%
today
Projected end-of-day votes
5range 4–7
Trajectory
stable
Vote pace holding steady.
Speed vs peers
1.2×
85 Developer Infrastructure launches
About
Audit any MCP server and get a 0–100 quality score across protocol conformance, tool quality, security and auth, and spec readiness.
AI Summary
mcpscore is an open-source tool that audits MCP servers, providing a quality score from 0 to 100 based on protocol conformance, tool quality, security, and specification readiness. It is designed for developers to enhance server quality and compliance.
Attention & discussion velocity
Performance
Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement—
not measured
Signal sources
2 of 6 active- Launch tracking9 readings since we picked it up
- AI analysisDeveloper Infrastructure
- Comment intelligencethread not yet analysed
- Outside discussionnot checked — domain is a storefront or shared
- Revenue signalsno match on this domain
- Editorial scoringbelow the signal threshold for this pass
A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.