Pipeline task management for AI agents - stages, dependencies, artifacts, claiming
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π‘ Paste the JSON block into your client's configuration file under mcpServers, then restart the application.
Pipeline-driven task management for AI coding agents. An MCP server with stage-gated pipelines, multi-agent collaboration, and a real-time kanban dashboard. Tasks flow through configurable stages β backlog, spec, plan, implement, test, review, done β with dependency tracking, approval workflows, artifact versioning, and threaded comments.
Built for AI coding agents (Claude Code, Codex CLI, Gemini CLI, Aider) but works equally well with any MCP client, REST consumer, or WebSocket listener.
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When you run multiple AI agents on the same codebase, they need a shared task pipeline β not just a flat todo list. They need stages, dependencies, approvals, and visibility.
backlog > spec > plan > implement > test > review > donetask_artifact(type: "decision")task_artifact(type: "learning") captures insights (technique, pitfall, decision, pattern); auto-propagated to parent and sibling tasks on completiontask_list(next: true) prefers routing tasks to agents with related history (parent, dependency, project) as a tie-breakerAdd to your MCP client config (Claude Code, Cline, etc.):
The dashboard auto-starts at http://localhost:3422 on the first MCP connection.
Once configured (see Quick Start above), Claude Code can use all 8 MCP tools directly β creating tasks, advancing stages, adding artifacts, commenting, and more. See the Setup Guide for detailed integration steps.
| Category | Tools |
|---|---|
| Task CRUD (4) | task_create, task_get (include subtasks/artifacts/comments), task_list (search, next), task_delete |
| Metadata (1) | task_update (title, description, priority, tags, project, assignment, dependencies) |
| Lifecycle (1) | task_stage (claim, advance, regress, complete, fail, cancel) |
| Artifacts (1) | task_artifact (general, decision, learning, comment) |
| Config & utils (1) | task_config (pipeline, session, cleanup, rules) |
See full API reference for detailed descriptions of every tool and endpoint.
All endpoints return JSON. CORS enabled. See full API reference for details.
| Variable | Default | Description |
|---|---|---|
AGENT_TASKS_DB | ~/.agent-tasks/agent-tasks.db | SQLite database file path |
AGENT_TASKS_PORT | 3422 | Dashboard HTTP/WebSocket port |
AGENT_TASKS_INSTRUCTIONS | enabled | Set to 0 to disable response-embedded instructions |
AGENT_COMM_URL | http://localhost:3421 | Agent-comm REST URL for bridge notifications |
AGENT_KNOWLEDGE_URL | http://localhost:3423 | Agent-knowledge REST URL for knowledge bridge |
Required: Node.js >= 20.11, better-sqlite3 (bundled)
Optional (soft dependencies β fail-open, HTTP-only, no npm dep):
agent-comm β Heartbeat-based task cleanup and event notifications. agent-comm tracks heartbeats β agent-tasks checks heartbeats β auto-fails tasks from dead agents. Also sends direct messages on claim/advance and posts to channels on comments/approvals. Without agent-comm, stale agent detection and notifications are skipped gracefully.
agent-knowledge β Knowledge persistence for task learnings and decisions. On task completion, the KnowledgeBridge pushes learning and decision artifacts to agent-knowledge via POST /api/knowledge. Entries are auto-indexed with embeddings, auto-linked to similar entries, and git-synced. Without agent-knowledge, artifacts stay in agent-tasks only.
MIT β see LICENSE
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