76
/100
B
◉ Complete 5⁄5
Opentrons MCP Server
A server that provides both comprehensive API documentation and direct robot control capabilities for Opentrons Flex and OT-2 robots, enabling users to manage protocols, control runs, and monitor robot health through natural language.
MCP Surface
Tools: 14
Ambiguous Schemas
Complete visibility
— 5/5 applicable dimensions scored
✓ Schema Quality
✓ Protocol
— Reliability
✓ Docs & Maintenance
✓ Security Hygiene
✓ Schema Interpretability
Schema Quality
96
25% weight
Protocol Compliance
82
20% weight
Reliability
—
20% weight
Docs & Maintenance
42
15% weight
Security Hygiene
81
20% weight
Schema Interpretability
64
15% weight
Score History
Category Trends
30-Day Uptime
30 days ago
Today
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 100 | Good |
| Description Quality | 90 | Good |
| Documentation Coverage | 40 | Fair |
| Maintenance Pulse | 24 | Poor |
| Dependency Health | 55 | Fair |
| License Clarity | 100 | Good |
| Version Hygiene | — | Poor |
Analyzed 1 month, 1 week ago
Protocol Compliance
Schema Issues (1)
upload_protocol.protocol_kind: missing description
Probed 1 month, 1 week ago