Gives agents a structured way to report infrastructure gaps they hit during execution. Exposes seven tools: file needs with category, urgency, and context; upvote existing reports with deduplication; add comments; query by category or votes; pull aggregate stats across security, trust, payment, orchestration, and seven other categories. Data lands in local SQLite, no external calls. Includes a dashboard at localhost:8080 that auto-refreshes demand signals. Reach for this when you're running multiple agents and want to capture what's blocking them in practice instead of guessing what tooling to build next. Built to aggregate signal across agents and platforms so vote counts tell you where capability gaps actually hurt.
claude mcp add --transport stdio jarvisonm4-report-needs uvx report-needs