Smart Tools for Your Agent

Your AI agent is powerful but general-purpose. It doesn't know how to create a functional React spreadsheet component, build a concept web assessment for Learnosity, or translate natural language into a precise data transformer. Graffiticode gives your agent access to smart tools — each one built by an expert who knows the solution, so your agent can get real work done.

Graffiticode is a universal MCP server of smart tools. Connect your agent once and it gets access to every tool on the platform. Behind each one is a dedicated AI that knows the solution space, so your agent doesn't have to guess — it delegates to a specialist and gets back reliable results.

Tools That Understand the Solution

Generic AI hallucinates when it's out of its depth. Graffiticode tools don't. Each tool is grounded in a domain language that defines exactly what it can do — the valid inputs, operations, and outputs. When your agent calls a Graffiticode tool, intent gets compiled into a structured artifact that's validated before it runs.

The result: your agent gets deterministic, trusted answers from a tool that knows the solution, not a best-effort guess from a general-purpose model.

Works for You and Your Agent

Every Graffiticode tool works two ways. Your agent calls it through MCP to get structured results. You open the same tool as an interactive app to see, tweak, and use the output directly. Same tool, same logic — whether it's your agent automating a workflow at 2am or you opening a dashboard over coffee.

• Your agent calls tools through MCP and gets structured results
• You open the same tools as interactive apps in your browser
• Your product embeds tools as components via iframe or React

No separate integrations. No separate tools for humans and machines.

Built on Domain Expertise

Each Graffiticode tool is built by someone who deeply knows the solution — spreadsheet logic, geospatial data, compliance workflows, learning assessments. That expertise is encoded into a formal language and a dedicated AI trained on it. When your agent needs that capability, it's calling on a tool that already knows how to solve the problem, not a prompt hack.

Interested in building a smart tool for your own domain? Learn how →

100% Open Source

All Graffiticode software is open source under the MIT license. The Console, API, auth, and language services hosted at graffiticode.org are built from the same public code available at github.com/graffiticode. Join the conversation in the community forum.