65
/100
C
◉ Complete 5⁄5
TOOL4LM
A multi-tool MCP server that enhances local LLMs with web search, document reading, scholarly research, Wikipedia access, and calculator functions. Provides comprehensive tools for information retrieval and computation without requiring API keys by default.
Wikipedia
Glama
MCP Surface
Tools: 22
Complete visibility
— 5/5 applicable dimensions scored
✓ Schema Quality
✓ Protocol
— Reliability
✓ Docs & Maintenance
✓ Security Hygiene
✓ Schema Interpretability
Schema Quality
66
25% weight
Protocol Compliance
82
20% weight
Reliability
—
20% weight
Docs & Maintenance
40
15% weight
Security Hygiene
81
20% weight
Schema Interpretability
47
15% weight
Score History
Category Trends
30-Day Uptime
30 days ago
Today
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 60 | Fair |
| Description Quality | 75 | Good |
| Documentation Coverage | 40 | Fair |
| Maintenance Pulse | 51 | Fair |
| Dependency Health | 55 | Fair |
| License Clarity | — | Poor |
| Version Hygiene | 45 | Fair |
Analyzed 1 month, 1 week ago
Protocol Compliance
Schema Issues (60)
calc.eval.expr: missing description
calc.eval.precision: missing description
calc_eval.expr: missing description
calc_eval.precision: missing description
web.search.q: missing description
web.search.max: missing description
web.search.lang: missing description
web.search.site: missing description
web.search.engines: missing description
web.search.k: missing description
web.search.limit: missing description
web_search.q: missing description
web_search.max: missing description
web_search.lang: missing description
web_search.site: missing description
... and 45 more
Probed 1 month, 1 week ago
Add this to your README to display your MCP Scoreboard grade:
