{"id":"diegonogueiradev-mcp-graph-workflow","name":"mcp-graph-workflow","af_score":59.0,"security_score":32.2,"reliability_score":32.5,"what_it_does":"An MCP-enabled, local-first CLI that ingests PRD documents and converts them into persistent, structured execution graphs stored in SQLite. It supports AI-assisted context compression, semantic search/RAG, task routing, sprint planning, and a local web dashboard; it also coordinates multi-agent workflows via MCP tool calls.","best_when":"You want local, offline-friendly PRD-to-task-graph scaffolding and agent tool orchestration via MCP (stdio), plus a browser dashboard for planning/insights.","avoid_when":"You require robust enterprise security controls around authentication/authorization, or you need well-specified rate-limit/error semantics for a REST API as the primary integration surface.","last_evaluated":"2026-03-30T15:39:03.560348+00:00","has_mcp":true,"has_api":true,"auth_methods":["No auth described for local MCP stdio transport","Local REST/dashboard (auth behavior not documented)"],"has_free_tier":false,"known_gotchas":["MCP tooling is stdio-based; agent environments must support launching/stderr/stdin transport correctly","Local execution implies filesystem/permissions issues can occur; 'doctor' exists but agent retry/error handling guidance is not described","Graph/database state may persist in SQLite; repeated imports/updates might create duplicates unless tools are designed to be idempotent (not confirmed)"],"error_quality":0.0}