Ross ROSS = Recommend OSS · open-source software intelligence for agents

cjo4m06/mcp-shrimp-task-manager

Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language into structured dev tasks with dependency tracking and iterative refinement, enabling agent-like developer behavior in reasoning AI systems. observed · 2026-08-28

github.com/cjo4m06/mcp-shrimp-task-manager · homepage · JavaScript · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

37/100

  • Activity 38
  • Release rhythm 35
  • Longevity 36

Flags: no_releases

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 508
  • days_rel: n/a
  • days_push: 377
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

2148 stars · 255 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

An MCP server that gives AI coding agents structured task management, converting natural language into dev tasks with dependency tracking, execution state, and cross-session task memory. It emphasizes chain-of-thought planning, reflection, and iterative refinement for tools like Claude Code, Cursor, Cline, and Windsurf.

Use cases

  • break down complex coding projects into structured tasks for an AI agent
  • give my AI coding assistant memory across sessions
  • manage task dependencies in Claude Code or Cursor
  • convert natural language requirements into a dev task list
  • track progress of multi-step AI-assisted development work
  • avoid re-explaining requirements to my coding agent every session

When to choose

  • you use an MCP-compatible AI coding client (Claude Code, Cursor, Cline, Windsurf, Roo Code) and need structured, persistent task planning
  • your projects involve multi-step tasks with dependencies that agents lose track of
  • you want chain-of-thought planning and task verification built into your agent workflow

When to avoid

  • you need a standalone human-facing project management tool rather than an agent-facing MCP server
  • your workflow doesn't support MCP or you don't use AI coding assistants
  • you need heavyweight project management with teams, boards, and reporting

Facets

service · maturity active

mcp agent-framework workflow-automation developer-tools large-language-models developer-tools cross-platform cli mcp-server task-management chain-of-thought coding-assistant cursor claude-code task-decomposition ai-agents automation nodejs

3 sources

Member repositories

RepositoryRoleHealth v2
cjo4m06/mcp-shrimp-task-managermain37

For agents

markdown · JSON · MCP: product_card(name="cjo4m06/mcp-shrimp-task-manager")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem