51
/100
D
◐ Assessed 4⁄4
Document Q&A MCP Server
A Python-based MCP server that enables document-based question answering by processing PDF, TXT, and Markdown files through OpenAI's API. It provides hallucination-free responses based strictly on document content using semantic search and includes a web interface for management.
OpenAI
Glama
Assessed visibility
— 4/4 applicable dimensions scored
✓ Schema Quality
✓ Protocol
— Reliability
✓ Docs & Maintenance
✓ Security Hygiene
— Schema Interpretability
Schema Quality
42
25% weight
Protocol Compliance
43
20% weight
Reliability
—
20% weight
Docs & Maintenance
42
15% weight
Security Hygiene
78
20% weight
Score History
Category Trends
30-Day Uptime
30 days ago
Today
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 40 | Fair |
| Description Quality | 45 | Fair |
| Documentation Coverage | 40 | Fair |
| Maintenance Pulse | 35 | Poor |
| Dependency Health | 30 | Poor |
| License Clarity | 100 | Good |
| Version Hygiene | — | Poor |
Analyzed 4 weeks, 1 day ago
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