{"id":"mcp-shrimp-task-manager","name":"MCP Shrimp Task Manager","af_score":75.8,"security_score":65.0,"reliability_score":null,"what_it_does":"A structured task management MCP server for AI coding agents that provides intelligent task decomposition, dependency tracking, persistent JSON-based storage, and a React web UI, enabling agents to plan and execute complex multi-step development workflows with chain-of-thought reflection.","best_when":"You are running an autonomous AI coding agent (Claude Code, Cline) on a multi-day project and need it to maintain structured task state, reflect on progress, and avoid losing context between sessions.","avoid_when":"Your tasks are short-lived and single-session; the overhead of planning, decomposition, and GUI adds unnecessary complexity for simple requests.","last_evaluated":"2026-03-01T09:50:05.908147+00:00"}