25
/100
F
◉ Complete 6⁄6
idea-reality-mcp
Pre-build reality check for AI coding agents. Scans GitHub, Hacker News, npm, PyPI, and Product Hunt to detect existing competition before building, returning a reality signal score (0-100), duplicate likelihood, similar projects, and pivot hints.
GitHub
npm
Glama
Smithery
Exfiltration Risk
Complete visibility
— 6/6 applicable dimensions scored
✓ Schema Quality
✓ Protocol
✓ Reliability
✓ Docs & Maintenance
✓ Security Hygiene
✓ Schema Interpretability
Schema Quality
72
25% weight
Protocol Compliance
10
20% weight
Reliability
—
20% weight
Docs & Maintenance
92
15% weight
Security Hygiene
61
20% weight
Schema Interpretability
91
15% weight
Score History
Category Trends
30-Day Uptime
30 days ago
Today
Latest Health Check
Checked 2 hours, 3 minutes ago
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 60 | Fair |
| Description Quality | 90 | Good |
| Documentation Coverage | 97 | Good |
| Maintenance Pulse | 95 | Good |
| Dependency Health | 75 | Good |
| License Clarity | 100 | Good |
| Version Hygiene | 90 | Good |
Analyzed 2 months, 2 weeks ago
Protocol Compliance
Probed 2 months, 2 weeks ago
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