How It Works

1. Your Agent Finds the Right Tool

Your agent connects to Graffiticode as a single MCP server and immediately sees every smart tool on the platform. It browses available tools, reads their descriptions, and picks the one that fits the task. If it picks the wrong one, Graffiticode will look at the agent's request and suggest a better fit — so your agent gets to the right specialist quickly, even when the task is ambiguous.

2. Describe What You Need

Your agent — or you — describes the desired outcome in natural language. The tool's dedicated AI translates that intent into a formal domain language, producing a structured artifact that gets validated before it runs. No prompt engineering required. No hallucinated outputs. Just tell the tool what you want.

3. Get Results You Can Trust

The tool returns structured data your agent can use directly, or renders an interactive app your agent can open. The same result can be viewed in Graffiticode or in the SaaS product the tool is connected to. Your agent gets a validated result it can feed into the next step of a workflow, and you get a visual interface you can inspect, adjust, and share.