69
/100
C
◉ Complete 5⁄5
labmate-mcp
81 chemistry tools — literature, calculations, retrosynthesis
Links:
MCP Surface
Tools: 81
Schema Drift
Ambiguous Schemas
Complete visibility
— 5/5 applicable dimensions scored
✓ Schema Quality
✓ Protocol
— Reliability
✓ Docs & Maintenance
✓ Security Hygiene
✓ Schema Interpretability
Schema Quality
84
42% weight
Protocol Compliance
N/A
Local server
Reliability
N/A
Local server
Docs & Maintenance
58
25% weight
Security Hygiene
78
33% weight
Schema Interpretability
48
15% weight
Score History
Category Trends
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 90 | Good |
| Description Quality | 75 | Good |
| Documentation Coverage | 72 | Good |
| Maintenance Pulse | 45 | Fair |
| Dependency Health | 30 | Poor |
| License Clarity | 100 | Good |
| Version Hygiene | 35 | Poor |
Analyzed 1 month, 1 week ago
Protocol Compliance
Schema Issues (80)
search_papers.params: missing description
get_paper_details.params: missing description
find_similar_papers.params: missing description
get_paper_citations.params: missing description
get_paper_references.params: missing description
get_author_profile.params: missing description
analyze_research_topic.params: missing description
find_open_access_pdf.params: missing description
search_chemrxiv.params: missing description
search_compound.params: missing description
get_compound_properties.params: missing description
search_web_of_science.params: missing description
search_nist_webbook.params: missing description
search_materials_project.params: missing description
predict_retrosynthesis.params: missing description
... and 65 more
Probed 1 month, 2 weeks ago
Add this to your README to display your MCP Scoreboard grade:
