"author:devon-clarkk" matching MCP servers:

A visual canary that detects context rot and silent model degradation in long agent conversations by embedding externally verified checkpoints and self-reported status into each response.

Enables AI agents to maintain a self-hosted typed knowledge graph on Postgres and pgvector over MCP, with deduplicating writes, hybrid retrieval, and database-enforced isolation.