
Enables creating portable, reviewable bug reproduction capsules from bug reports with safe, bounded execution and redacted evidence.
Compiles OpenAPI 3.x documents and HTTP manifests into verified MCP tools, serving only operator-approved HTTP operations over Model Context Protocol stdio.
A local, provider-neutral MCP server that turns user corrections into scoped, reviewable, and safely retrievable preference memory.
Compare evidence-linked documentation claims with facts observed in the current source tree.
Converts implementation objectives into explicit acceptance criteria and a traceable evidence matrix with hash-linked ledger, enabling deterministic completion assessment.
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.
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.