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Puzzle

Map your ops, run them with AI

Workflow
For AI agents
MCPNone readiness
About

What is Puzzle

Puzzle lets you build a visual map of your business operations — documenting processes, embedding notes and data directly into workflow steps, and connecting your tech stack into a single relational view. It's built for RevOps leads, GTM engineers, and founders at solo or SMB-scale teams who need operational clarity without hiring a dedicated systems architect. The standout capability is process financial impact visibility: you can attach cost data to workflow steps and surface the ROI (or drag) of any given process. Puzzle also supports AI-driven operational blueprints, meaning your documented processes can serve as structured context for AI agents running on top of them. The honest limitation is that Puzzle is a documentation and mapping layer — it doesn't execute automations natively, so you'll still need Zapier, Make, or n8n to actually run the workflows it describes.

Workflow
Capabilities

Key features

Workflow automation

wire tools together and run multi-step jobs

Native CRM integration

first-party connectors, no middleware required

AI capabilities

autonomous multi-step actions

No-code automation support

works with major iPaaS platforms

Our verdict

Vanderbuild take

For RevOps leads and GTM engineers at early-stage or growth-stage companies who need a single source of truth for how their operations actually work, Puzzle fills a real gap between "we have a Notion doc somewhere" and a fully instrumented ops stack. On the agentic side, Puzzle does have an MCP server — which is notable — but the agenticReadiness is still rated None in practice, meaning you can expose your process maps to an AI agent in theory, but don't expect plug-and-play orchestration without custom wiring. Free to start and $16–$20/user/month at the paid tiers, so the risk to test is low for a solo founder or small team. The core limitation to flag: Puzzle documents and maps workflows but doesn't execute them — you're still dependent on Zapier, Make, or n8n to close the loop, which adds another tool and another failure point to manage.

Mateusz Sekta
Founder, vanderbuild
Learn more

Our Resources

The wedge

Agentic stack profile

MCP server
Yes

Live MCP server — agents can call this tool directly.

Puzzle MCP (Model Context Protocol) connects your workflows, systems, and teams directly to AI tools like Claude, giving your AI full insight into how your business truly operates.

Open MCP →
API
Not public

No public programmatic access.

No public API. Not usable from an agent without scraping.

Agentic readiness
None

Not usable from an agent without scraping.

No public API. UI-only. Not usable from an agent without scraping, which we don't recommend.

Stack role
Orchestrator

Where this tool slots into an agentic pipeline.

Plays the role of Orchestrator in an agentic pipeline. Use it to tie multiple tools and AI calls together in one workflow.

Compare

Puzzle alternatives

Tools that solve a similar problem — compared at a glance.

Puzzle(this tool)
Pricing
Freemium
Budget
$
Best for
RevOps, GTM Engineer
Readiness
None
MCP
Yes
API
No
Airtable
Pricing
Freemium
Budget
$
Best for
Founder, GTM Engineer
Readiness
Native
MCP
Yes
API
REST
Make
Pricing
Freemium
Budget
$
Best for
GTM Engineer, Founder
Readiness
Native
MCP
Yes
API
REST
Answers

Frequently asked questions

Does Puzzle have an MCP server?

Yes — Puzzle exposes a Model Context Protocol server. Puzzle MCP (Model Context Protocol) connects your workflows, systems, and teams directly to AI tools like Claude, giving your AI full insight into how your business truly operates. See the MCP docs at https://help.puzzleapp.io/en/articles/14354119-puzzle-mcp-connect-your-operational-blueprint-to-ai.

Does Puzzle have a public API?

No — there's no publicly documented API as of today. Puzzle is operated through its UI.

How much does Puzzle cost?

Puzzle: pricing is freemium, expect entry tier ($) spend. Full pricing page: https://www.puzzleapp.io/pricing.

Who is Puzzle best for?

Puzzle is built for RevOps, GTM Engineer, Founder. Fits Solo, SMB (1-50)-sized teams.