Report Needs MCP Server

Report Needs MCP Server is an open-source Model Context Protocol (MCP) server that empowers autonomous AI agents to file, upvote, and track unmet infrastructure needs in real time. When agents encounter barriers—like missing authentication, payment rails, or verification—they can file structured reports, enabling teams to aggregate, view, and prioritize high-signal infrastructure demands across all their AI workflows. The tool features out-of-the-box dashboard visualization, category filtering, deduplication of needs, and local data storage. It's ideal for AI developers, infrastructure/platform teams, and anyone building multi-agent or agentic applications who wants to prioritize and respond to real demand signals, not guesswork.