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lumen

Lumen — open-source agentic AI tutor. Custom multi-agent orchestrator (no LangChain), course-scoped RAG over pgvector, golden evals in CI, observable traces, a 9-tool MCP server on the official registry. Live demo + public /eval.

LangChain
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○ 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
33% weight
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