Agent Team MCP

AgentTeam

AgentTeam is a reusable AI software development team built on the Model Context Protocol (MCP). Thirteen specialized agents — Product Manager, Project Manager, UX Researcher, UX/UI Designer, Frontend, Backend, Full-Stack, Mobile, DevOps, QA, Security, Data Engineer, and Data Scientist — collaborate on software projects through a shared SQLite database, each constrained strictly to their role.

The Project Manager orchestrates: it creates the project, recruits the specialists it needs, breaks work into tasks, and returns a dispatch manifest — a JSON array that the calling session uses to spawn each specialist as an independent parallel agent. Specialists read the project summary on joining, log their work and decisions as they go, and share structured research artifacts so no agent re-researches what another has already found.

All project state is persisted in SQLite (44 MCP tools across 12 domains: projects, summaries, team members, tasks, work entries, task comments, discussions, decisions, artifacts, and a user journal). Projects are UUID-scoped and lifecycle-managed (active → paused → archived → closed), so teams can pause and resume work across sessions without losing context.

Designed to be called from any Claude Code project via MCP — point your claude_desktop_config.json at the server and any project can spin up a full team.

User Journal

As the team works, the Project Manager captures your decisions, preferences, and reasoning from the conversation into a persistent user journal — things like devices considered and rejected, cost constraints, form factor preferences, and next-step intentions. These are stored as structured entries scoped to the project (or globally, for cross-project preferences) and reviewed at close-out so nothing important is lost between sessions. The journal is queryable via list_journal_entries so future agents can read what past conversations established before starting new work.

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Project Structure

AgentTeam/
├── agents/               # Agent prompt files — one per role
│   ├── _base-protocol.md # Shared team protocol, constraints, efficiency rules
│   ├── project-manager.md
│   ├── product-manager.md
│   ├── backend-developer.md
│   └── ...
├── mcp-server/           # TypeScript MCP server
│   └── src/
│       ├── index.ts      # Server entry — all 44 tools registered
│       ├── db/
│       │   ├── schema.ts # Table definitions and migrations
│       │   └── connection.ts
│       └── tools/        # One file per domain
└── docs/                 # Design specs and reference guides

MCP Tool Domains

Domain	Tools
Projects	create_project, get_project, update_project_status, list_projects, delete_project
Summaries	update_project_summary, get_project_summary, get_summary_version, list_summary_history
Team Members	add_team_member, remove_team_member, list_team_members
Tasks	create_task, update_task, get_task, list_tasks
Work Entries	log_work, get_my_work, get_work_history
Task Comments	add_task_comment, list_task_comments, list_my_comments
Discussions	create_discussion, add_discussion_participant, add_discussion_message, update_discussion_summary, get_discussion, list_discussions
Decisions	log_decision, list_decisions, get_decision
Artifacts	share_artifact, update_artifact, list_artifacts, get_artifact
Team Protocol	get_team_protocol
User Journal	log_journal_entry, list_journal_entries
User Questions	ask_user_question, list_user_questions, answer_user_question
Expansion Requests	request_team_expansion, list_expansion_requests, resolve_expansion_request

Getting Started

1. Install the MCP server

One command (recommended):

claude mcp add agent-team -- npx agent-team-mcp

That's it. Claude Code will launch the server automatically, and the /team skill is installed globally on first run.

Or manually edit your MCP config (~/.claude/settings.json or project .claude/settings.json):

{
  "mcpServers": {
    "agent-team": {
      "command": "npx",
      "args": ["agent-team-mcp"]
    }
  }
}

Or from a local clone:

git clone https://github.com/RichardLemmon/AgentTeam.git
cd AgentTeam/mcp-server
npm install
npm run build
claude mcp add agent-team -- node /path/to/AgentTeam/mcp-server/dist/index.js

Token-Efficient Architecture

Agent prompt files contain only the role-specific Identity section (~100 words each). Shared team protocol, constraints, and efficiency rules live in a single agents/_base-protocol.md file, served on demand via the get_team_protocol MCP tool. This lazy-loading approach saves ~6,000 words of context when spawning a full team compared to duplicating the protocol in every agent file. The artifact JSON schema is embedded in the share_artifact tool description so agents discover it from the tool itself.

2. Use it

The /team skill is automatically installed to ~/.claude/skills/agent-team/ on first server startup. Just type:

/team build me a REST API for task management

Or use /team with no arguments to see your existing projects and pick one to work on.

Quick Start

With the /team skill (Claude Code):

/team build me a REST API for task management

Without the skill:

"Spin up the Project Manager and ask them to investigate [subject]"

Manage projects:

/team --projects              # list all projects
/team --projects active       # filter by status
/team --projects delete <name> # delete a project

How It Works

1. PM sets up the project — creates the project record, recruits the specialists it needs, creates tasks, writes the project summary, and returns a dispatch manifest.
2. Calling session spawns specialists — each specialist in the manifest is launched as an independent agent with its project_id and member_id.
3. Specialists work in parallel — each reads the project summary, logs work entries, shares artifacts, and communicates via task comments and discussions.
4. State persists across sessions — any agent can rejoin a project by reading the current summary and picking up where the team left off.
5. PM closes out — on completion, the PM writes a close-out summary and logs key user decisions and preferences to the journal for future reference.