{"id":"mcp-shrimp-task-manager","name":"MCP Shrimp Task Manager","homepage":"https://github.com/cjo4m06/mcp-shrimp-task-manager","repo_url":"https://github.com/cjo4m06/mcp-shrimp-task-manager","category":"developer-tools","subcategories":["task-management","agent-orchestration","workflow"],"tags":["task-manager","ai-agent","chain-of-thought","reflection","typescript","react","planning"],"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.","use_cases":["Breaking down large software projects into atomic, trackable tasks for an AI coding agent","Maintaining task state and dependencies across long, multi-session development efforts","Running a research-then-implement loop where the agent reflects before acting"],"not_for":["Simple, single-turn coding tasks that do not need persistent state","Teams looking for a human-facing project management tool (this is agent-first)","Environments where installing a local Node.js server is not feasible"],"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.","alternatives":["mcp-server-spec-driven-development","linear-mcp","github-projects-mcp"],"af_score":75.8,"security_score":65.0,"reliability_score":null,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":"latest","last_evaluated":"2026-03-01T09:50:05.908147+00:00","performance":{"latency_p50_ms":null,"latency_p99_ms":null,"uptime_sla_percent":null,"rate_limits":null,"data_source":"llm_estimated","measured_on":null}}