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72
/100
B ◉ Complete 55

inspect-logs-mcp

Enables LLMs to explore and analyze UK Government BEIS inspect_ai evaluation logs directly from tools like Claude Code and Cursor. It provides capabilities to list logs, view evaluation summaries, and inspect conversation histories for specific samples.

AI & Machine Learning by PranshuSrivastava Last commit: 3 months, 3 weeks ago
Anthropic
MCP Surface Tools: 6
Complete visibility — 5/5 applicable dimensions scored
✓ Schema Quality ✓ Protocol — Reliability ✓ Docs & Maintenance ✓ Security Hygiene ✓ Schema Interpretability
Schema Quality
68
42% weight
Protocol Compliance
N/A
Local server
Reliability
N/A
Local server
Docs & Maintenance
24
25% weight
Security Hygiene
95
33% weight
Schema Interpretability
90
15% weight
30-Day Trend

Score History

Category Trends

Static Analysis

Metric Score Rating
Schema Completeness 60 Fair
Description Quality 80 Good
Documentation Coverage 30 Poor
Maintenance Pulse 35 Poor
Dependency Health 30 Poor
License Clarity Poor
Version Hygiene Poor
Analyzed 1 month ago

Protocol Compliance

6
Tools Found
3ms
Tools/List
Fail
Schema Valid
66/100
Error Handling
100/100
Fuzz Score
Schema Issues (26)
tool_list_logs.log_dir: missing description
tool_list_logs.limit: missing description
tool_list_logs.offset: missing description
tool_get_eval_summary.log_file: missing description
tool_get_eval_summary.log_dir: missing description
tool_get_sample.log_file: missing description
tool_get_sample.sample_id: missing description
tool_get_sample.epoch: missing description
tool_get_sample.log_dir: missing description
tool_get_sample.include_events: missing description
tool_search_logs.log_dir: missing description
tool_search_logs.task: missing description
tool_search_logs.model: missing description
tool_search_logs.status: missing description
tool_search_logs.date_from: missing description
... and 11 more
Probed 1 month ago
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