30
/100
F
◉ Complete 5⁄5
BioPython MCP Server
Provides comprehensive BioPython capabilities for biological sequence analysis, alignment, database access (GenBank, UniProt, PubMed), protein structure analysis, and phylogenetics through a Model Context Protocol interface for AI-assisted bioinformatics workflows.
Glama
MCP Surface
Tools: 32
Schema Drift
Outdated MCP Spec
Prompt Injection Risk
Complete visibility
— 5/5 applicable dimensions scored
✓ Schema Quality
✓ Protocol
— Reliability
✓ Docs & Maintenance
✓ Security Hygiene
✓ Schema Interpretability
Schema Quality
62
25% weight
Protocol Compliance
82
20% weight
Reliability
—
20% weight
Docs & Maintenance
79
15% weight
Security Hygiene
77
20% weight
Schema Interpretability
89
15% weight
Score History
Category Trends
30-Day Uptime
30 days ago
Today
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 40 | Fair |
| Description Quality | 80 | Good |
| Documentation Coverage | 72 | Good |
| Maintenance Pulse | 75 | Good |
| Dependency Health | 75 | Good |
| License Clarity | 100 | Good |
| Version Hygiene | 90 | Good |
Analyzed 1 month, 1 week ago
Protocol Compliance
Schema Issues (95)
translate_sequence.sequence: missing description
translate_sequence.table: missing description
translate_sequence.to_stop: missing description
reverse_complement.sequence: missing description
transcribe_dna.sequence: missing description
transcribe_dna.reverse: missing description
calculate_gc_content.sequence: missing description
find_motif.sequence: missing description
find_motif.motif: missing description
find_motif.overlapping: missing description
pairwise_align.seq1: missing description
pairwise_align.seq2: missing description
pairwise_align.mode: missing description
pairwise_align.match_score: missing description
pairwise_align.mismatch_score: missing description
... and 80 more
Probed 1 month, 1 week ago
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