Launch Engine MCP Server

Business Execution OS — Full pipeline from idea to revenue for solo founders.

Local serverstdioPython

What is the Launch Engine MCP server?

Connect Launch Engine to Claude, Cursor or any other MCP client and it stops being a tab you switch to. Business Execution OS — Full pipeline from idea to revenue for solo founders. The launch engine mcp server is what makes that connection.

What the server does

Agentic pipeline that transforms ideas to revenue — for solo founders and bootstrappers.

  • No more blank-page paralysis. — Start with scout and the system tells you exactly what to do next, every step of the way
  • Every stage feeds the next. — Buyer research flows into offer design. Offer design flows into campaign copy. Campaign copy flows into validation. Nothing is wasted
  • Math before assets. — Unit economics are validated before you build anything. You'll never spend weeks building an offer that can't work at your budget
  • Test ideas for $50, not $5,000. — rapid_test gives you signal in 3-5 days with a landing page and paid traffic — before you commit to the full pipeline
  • Your AI becomes a co-founder, not a chatbot. — It doesn't just answer questions. It executes a structured business system with you

Installation

asset-factory-mcp on npm is all you need. Most clients run it directly, so configuration is a few lines and a restart.

Available tools

The toolset is worth reading before you wire it up, because it tells you what the integration is really for:

  • scout — Market scanning — takes a raw idea, determines viability
  • autonomy — Agent Autonomy Score — AI-buildable product viability
  • market_intel — Deep market research with competitive scoring
  • research — Therapeutic Buyer Engine — deep persona research
  • build_blocks — 7 Building Blocks from buyer research
  • stress_test — Offer scoring across 10 dimensions
  • unit_economics — CPA, LTV, break-even modeling
  • name_lock — Lock business/product name
  • platform — Tech stack selection and scoring
  • product — Product architecture design
  • deploy — Sales pages, emails, ad copy generation
  • validate_prep — Validation deployment package

Credentials and setup notes

Configuration is passed through the environment: ASSET_FACTORY_PROJECT_DIR. Treat anything key-shaped as a real credential — scope it to the minimum the server needs, and rotate it if it ever lands in a shared config.

Worth knowing first

  • It runs with your machine's permissions. That is convenient and also the reason to think about what you point it at before you approve a tool call.
  • With 14 tools registered it takes up a noticeable share of the context window; turn it off in projects that never touch Launch Engine.
  • Keep per-call confirmation enabled while you learn its behaviour; it is the cheapest safeguard you have.

Where it fits

Among the cloud and infrastructure options, the useful question is rarely "what can it do" but "what does it cost you to run" — permissions, credentials, and how much of your context its toolset consumes. Launch Engine's toolset — scout, autonomy, market_intel and 11 more — is a fair guide to whether it matches your workflow. It is maintained by ZionHopkins; worth a glance at recent repository activity before you build anything load-bearing on it.

SyncDev reviews every entry in this directory against the project's own documentation before publishing, and revisits them as servers change.

Available tools

ToolWhat it does
scoutMarket scanning — takes a raw idea, determines viability
autonomyAgent Autonomy Score — AI-buildable product viability
market_intelDeep market research with competitive scoring
researchTherapeutic Buyer Engine — deep persona research
build_blocks7 Building Blocks from buyer research
stress_testOffer scoring across 10 dimensions
unit_economicsCPA, LTV, break-even modeling
name_lockLock business/product name
platformTech stack selection and scoring
productProduct architecture design
deploySales pages, emails, ad copy generation
validate_prepValidation deployment package
validate_checkDaily 60-second health check
validate_decideEnd-of-window verdict

How to install the Launch Engine MCP server

{
  "mcpServers": {
    "asset-factory": {
      "command": "npx",
      "args": ["-y", "asset-factory-mcp"],
      "env": {
        "ASSET_FACTORY_PROJECT_DIR": "/path/to/your/project"
      }
    }
  }
}

Configuration as documented by the project. Restart the client after saving.

Configuration

VariableDescriptionRequired
ASSET_FACTORY_PROJECT_DIRFilesystem location the server is allowed to use.Optional

Example prompts to try

  • Use Launch Engine to scout.
  • Use Launch Engine to autonomy.
  • Use Launch Engine to market intel.

Frequently asked questions

It connects Launch Engine to MCP-compatible AI assistants such as Claude and Cursor, exposing 14 tools (scout, autonomy, market_intel, and more) that the assistant can call on your behalf. Instead of copying data back and forth by hand, the assistant works with Launch Engine directly.