
Turn implementation goals into acceptance criteria and traceable completion evidence.
Create portable, reviewable bug reproduction capsules with safe execution and redacted evidence.
Compare documentation claims against current source tree facts to detect architecture drift.
Compiles OpenAPI 3.x documents and HTTP manifests into verified MCP tools, serving only operator-approved HTTP operations over Model Context Protocol stdio.
Local Dev Doctor turns an unfamiliar development checkout into an evidence-backed diagnosis. It discovers how the project is meant to run, checks safe prerequisites, and executes only the exact probe that a user approves.
A local, provider-neutral MCP server that turns user corrections into scoped, reviewable, and safely retrievable preference memory.
Evidence-driven quality testing for Model Context Protocol servers. It connects as a real client, captures the complete model-facing contract, identifies agent-usability risks, measures context cost, and executes only explicitly approved target calls.