Provides a stdio MCP bridge for coding agents to query and record engineering knowledge locally, preserving debugging history, failed attempts, and verified solutions.
Exposes the mindgap knowledge graph as an MCP server over stdio, providing tools to add, link, query, and manage nodes and edges in a local org-roam-style graph.
Hosted memory for coding agents, exposing commit_mem, recall, and status over stdio. Each write carries provenance, contradictions surface as inspectable state changes, and a bad run can be rolled back from a snapshot.