The MCP server translates a brand brief into concrete deliverables, shot lists, and the correct UGC format, while identifying scope traps before production. It functions as the production planning layer, guiding content creation without quoting rates.

🛠️ Key Features

• Transforms brand briefs into deliverables and shot lists
• Determines appropriate UGC formats and structure
• Highlights scope traps and clarifies requirements before shooting
• Based on documented creator practices and MCP principles

🚀 Use Cases

• Brands and creators planning UGC campaigns
• AI assistants coordinating production timelines and formats
• Teams validating deliverables and revision scopes prior to shoot

⚡ Developer Benefits

• Grounded, scriptable planning workflow for MCP servers
• Clear separation between planning and quoting rates
• Written verification of deliverables, usage, and revisions

⚠️ Limitations

• Plans the work but does not quote rates
• Requires accurate brand briefs to avoid scope traps
• Output focuses on deliverables and format, not production cost estimates