One Product Brain. Four doorways.
ProductLobster ships through four distribution channels. Same hosted senior PM, same Product Brain, called from wherever your agent already lives. All four are coming soon.
The four distribution channels.
- Coming soon
Native MCP server
Connect from any MCP-aware agent
Add ProductLobster as a native MCP server in Claude Code, Claude Desktop, Cursor, Windsurf, or Cline. Your agent calls Brain commands directly. The Product Brain runs the work server-side and hands back exactly the result the agent needs.
pl audit
- Coming soon
Claude Code skill
Drop-in skill for the Claude Code workspace
A thin Claude Skill that wraps the Brain commands. Install once, call any time. The skill is the doorbell; ProductLobster is the PM who answers.
/pl audit
- Coming soon
OpenClaw skill
OpenClaw-formatted skill bundle
The same skill, packaged for the OpenClaw ecosystem. Same Brain commands, same server-side execution.
- Coming soon
Printing Press Library
Read your Product Brain alongside published artifacts
Printing Press is ProductLobster's published-artifact library: PRDs, decision logs, prototype bundles. The Library makes them addressable from outside the workspace.
Brain commands you'll be able to call.
Five queries that read your Product Brain's state. Five actions that run PM work from inside any agent. All run server-side, against the same compounding memory.
| Kind | Command | What it does |
|---|---|---|
| Query | pl context-pack | Emit an agent-ready bundle of your Product Brain. |
| Query | pl stale-hypotheses | Surface assumptions older than your threshold, ranked by likely impact. |
| Query | pl unaddressed-signals | Customer signals captured in the Brain that have not influenced strategy yet. |
| Query | pl brain-health | Composite score across completeness and freshness. |
| Query | pl thesis-drift | Where your current workspace state diverges from your locked product profile. |
| Action | pl audit | Run a full 5-stage product audit. Returns the structured analysis. |
| Action | pl launch | Run a full 7-stage launch analysis on a new idea. |
| Action | pl focused-analysis | Single focused analysis: competitive landscape, customer research, or strategic frame. |
| Action | pl prototype | Generate a clickable prototype from current Product Brain state. |
| Action | pl refinement | Open a refinement session on a specific analysis or prototype output. |
Honesty about timing.
Today, the hosted web app at app.productlobster.ai is the only shipping doorway. The agentic surface (native MCP server, Claude Code skill, OpenClaw skill, Printing Press Library) is in active development and is the next major release after private beta.
We don't pin specific dates. We ship integrations as the methodology and security posture hold up under load. If you want to be notified when the MCP server lands, join the beta and you'll get an email the day it's live.
Start in the hosted app today.
The Brain you build now is the same Brain your agent will call when the MCP surface ships.
Audit your product