Task MCP Server

MCP server for agent task workflows with phases, prompts, gates, and multi-agent coordination

Local serverstdioPython

What is the Task MCP Server?

MCP server for agent task workflows with phases, prompts, gates, and multi-agent coordination

The short version

When you have AI agents working on complex tasks, things go wrong fast. Agents lose context, skip steps, forget to coordinate. Task Graph solves this with structured workflows: phases to guide work, prompts for automatic guidance, gates to enforce quality, and coordination primitives for multi-agent scenarios—all through the Model Context Protocol.

  • Structured workflows — — Phases (explore, implement, review, test) guide agents through work. Transition prompts provide automatic guidance at each step
  • Quality gates — — Require tests to pass, code to be committed, or reviews to complete before transitions. Enforce your standards automatically
  • Ready-to-use topologies — — Pre-built workflows for solo work, parallel swarms, specialist relays, or hierarchical delegation. Start immediately, customize later
  • Configurable workflows — — Define your own states, phases, prompts, and gates. Match your process, not ours
  • Multi-agent coordination — — Advisory file locks, DAG dependencies, atomic claiming. No more conflicts or duplicate work
  • Token-efficient — — Designed for LLM context limits. Compact queries, minimal round-trips, structured outputs

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Configuration

VariableDescriptionRequired
TASK_GRAPH_CONFIG_PATHFilesystem location the server is allowed to use.Optional
TASK_GRAPH_DB_PATHFilesystem location the server is allowed to use.Optional

Example prompts to try

  • “Use Task to Dependencies.”
  • “Use Task to Tracking.”
  • “Use Task to Attachments.”

Frequently asked questions

MCP server for agent task workflows with phases, prompts, gates, and multi-agent coordination Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.