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/100
Partial ○ Unscored 13

Universal Ontology MCP

Enables AI assistants to navigate and populate complex ontologies by transforming unstructured data into structured, SHACL-validated knowledge graphs. It features semantic hybrid search and proactive schema guidance to help users build deeply linked, reasoning-ready data.

Unscored visibility — 1/3 applicable dimensions scored
○ Schema Quality — Protocol — Reliability ○ Docs & Maintenance ✓ Security Hygiene — Schema Interpretability
Schema Quality
42% weight
Protocol Compliance
N/A
Local server
Reliability
N/A
Local server
Docs & Maintenance
25% weight
Security Hygiene
95
33% weight
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