marketing-agent-teams

This project coordinates AI agents for social media marketing across multiple apps, providing an automated campaign workflow.

github.com/Ahil-NS/marketing-agent-teams
marketing-agent-teams homepage screenshot

About marketing-agent-teams

Marketing Agent Teams (MAT) is a command-line multi-agent system for social media marketing. It runs a seven-stage pipeline covering trend research, strategy, content creation for Reddit, TikTok, Facebook, and Instagram, optimization, quality review, and publishing. Agents are defined as SKILL.md files and run through Claude Code.

The pipeline pauses at a review stage, where a user must approve content with the mat review commands before distribution runs. Pipeline state is saved after each stage, so an interrupted run can resume from its last checkpoint. The README states that the system runs locally with no telemetry, but AI agents run through Claude Code and publishing uses platform OAuth tokens, so external services are involved.

Key features

  • Trend, audience, and competitor research agents
  • Content creation agents for Reddit, TikTok, Facebook, and Instagram
  • Quality review agents for brand, facts, platform compliance, and sensitivity
  • Human review queue; content is approved before publishing
  • Pipeline state saved after each stage; resume with --resume
  • Optional tmux view of pipeline stages
Best for: Developers and marketing teams comfortable with command-line tools who want an AI-assisted campaign workflow with a required human approval step before publishing.
Good for
  • Uses Claude Code authentication, and the README describes no separate API key setup
  • Pipeline pauses for human approval before any content is published
  • Saves progress after each stage so interrupted runs can resume
Watch out for
  • Requires the Claude Code CLI and a one-time claude login
  • The README pipeline examples name four platforms; the description also lists YouTube, X, and Pinterest, which this entry does not confirm
  • Publishing depends on platform OAuth tokens being available to the system

marketing-agent-teams at a glance

Type
Open-source project
Pricing
Not confirmed. Check the site
Open source
Not stated
Language
English
Last checked
Oct 6, 2026 · Online when checked
Listed
Oct 5, 2026

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marketing-agent-teams FAQ

Does the system send data to cloud services?
The README states that execution is fully local with no telemetry or analytics. However, AI agents run through Claude Code and publishing uses platform OAuth tokens, so those external services are part of the workflow.
Is content published automatically?
No. The pipeline pauses at the review stage, and content is published only after a user approves it with the review commands.
How do I continue a run that was interrupted?
Use mat run --resume . The README states that the run continues from the last saved checkpoint.
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