SOKKAN — how a session runs Diagram

Memory, guaranteed

The server runs the semantic search itself at spawn and injects the top notes into the first message
Notes are plain markdown you own — one fact per file, indexed locally within ~2 minutes
Sessions read, link and write the same memory through MCP

Human at the helm

Bash, Edit, Write and every MCP write wait for a click — reads are auto-allowed
Telegram or webhook pings you when an approval is pending
Nothing goes to Done without a human; every action lands in the journal

Sovereign by default

State, embeddings and transcripts live in your Docker volume — no telemetry
Model is yours to pick: Anthropic key, Claude subscription, any Anthropic-compatible endpoint, or your own GPU via Magnitude
Same code runs managed on Swiss infrastructure (SOKKAN Cloud)