io.github.znecho9/knowledge-forest-mcpother

Knowledge Forest

Verified · today

Local-first personal knowledge and learning memory for AI tutors with evidence-gated mastery.

Our take

Implements local-first personal knowledge and learning memory for AI tutoring, with evidence-gated mastery tracking. It is best for educational agents that need durable learner models and progress evidence without relying entirely on remote storage. The concept is thoughtful and privacy-aligned, but zero stars and MCPB-only packaging suggest an early-stage tool that should be tested before depending on it for core learning records.

reviewed by hand · 2026-09-25

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Verification record

last verified
today
github stars
0
last commit
today
archived
no
license
Apache-2.0
in registry since
2026-09-24

github.com/znecho9/knowledge-forest-mcp

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