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🟢 Now available on all plans

Delegate any process to AI
with full operational context

Connect Puzzle to Claude, ChatGPT, or any MCP-compatible AI, and your agents instantly understand how your entire operation works. Ask anything about your processes, teams, tools, and data models, and get answers grounded in how your business actually runs.

Start building your blueprint now so your agents are ready on day one.

The MCP connector changed everything for us. We're a nonprofit running 9 apps, 140+ automation scripts, and 7 core operational workflows... and we needed a way to make all of that visible. Not just for me... but for students learning how operations actually work.Puzzle gave us that.

We connected the MCP to our AI agent, and in one session built 7 complete workflows with 77 steps, role assignments, and tool references... programmatically. No dragging boxes around for hours.

Chaplain Tim "TIG" H.

Founder | Non Profit Organization Management

Connect once. Your agents know everything.

Your full operation, inside every AI conversation

I created a future state process map for a $10k project in 20 minutes.


Record a client call, drop the transcript into Claude, and have it build the future state map directly in Puzzle. Steps, roles, tools, and notes, all from one conversation.

I audited a 273-step system in 13 minutes to make a crucial tech stack decision.


Claude can trace all 273 steps in Intercom to check what a downgrade would break. A decision that would take a team 20+ hours, settled in 13 minutes.

Turn a client call transcript into process docs instantly.


Claude pulled the transcript from Otter, logged a changelog entry, and built the integration process in Puzzle with mini-SOP notes and tools mapped to each step.

This is the future of how organizations operate

Humans and AI, one shared blueprint

Frequently Asked Questions

Everything you need to know about Puzzle MCP and how it connects your operational blueprint to your AI agents.

Puzzle MCP (Model Context Protocol) connects your operational blueprint in Puzzle to AI tools like Claude or ChatGPT. Once connected, your AI agents can read your entire operational architecture — processes, teams, tools, and data models — and understand how they all connect. Instead of working from generic knowledge, your AI works from how your specific business actually runs.

Your agents can answer detailed questions about how any process works, understand upstream and downstream dependencies, see which tools and roles are involved at every step, and know where deterministic automations already handle things. They can also propose changes back to your blueprint — documenting what changed, why, and which steps are affected — so your operational architecture stays current.

The more complete your blueprint, the more useful your AI agents become. We recommend mapping your core processes, team structure, tools, and data models first. You can build your blueprint with Nova AI in minutes — then when you connect via MCP, your agents have full context from day one.

Puzzle MCP is a standard Model Context Protocol server, so it works with any MCP-compatible client. That includes Claude, ChatGPT, Cursor, and any other AI tool or multi-agent framework that supports MCP. The same connector serves as the shared operational context layer across your entire AI stack.

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Your agents are only as good as their context

Build the blueprint your AI runs on

Start mapping your operation now. Connect your AI to your map, then your agents will have full operational context from day one.