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launch-engine-mcp

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  • License MIT

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

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  • launch-engine-mcp
  • launch-engine-mcp/dist/index.js

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Readme

Launch Engine

Business Execution OS as an MCP server. Full pipeline from idea to revenue — for solo founders and bootstrappers.

Launch Engine gives any MCP-compatible AI client (Claude Desktop, Cursor, Windsurf, etc.) a complete business execution system: 35 SOP tools covering market research, offer design, product architecture, campaign deployment, validation, traffic, and optimization — plus 3 utility tools for state management.

Quick Start

Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "launch-engine": {
      "command": "npx",
      "args": ["-y", "launch-engine-mcp"],
      "env": {
        "LAUNCH_ENGINE_PROJECT_DIR": "/path/to/your/project"
      }
    }
  }
}

Cursor

Add to your MCP settings (.cursor/mcp.json):

{
  "mcpServers": {
    "launch-engine": {
      "command": "npx",
      "args": ["-y", "launch-engine-mcp"],
      "env": {
        "LAUNCH_ENGINE_PROJECT_DIR": "/path/to/your/project"
      }
    }
  }
}

From Source

git clone https://github.com/launch-engine/mcp.git
cd mcp
npm install
npm run build
node dist/index.js

How It Works

Launch Engine is a two-layer tool system:

Layer A — 35 SOP Tools (read-only): Each tool validates prerequisites against pipeline-state.json, loads upstream context from previous stages, checks learnings.json for patterns, and returns full SOP instructions enriched with that context. Your AI executes the instructions.

Layer B — 3 Utility Tools (mutations): update_pipeline_state, save_asset, capture_learning. These handle all state writes and file creation. Your AI calls them after executing each SOP.

The Pipeline

Three entry points:

1. scout        → Full pipeline (research → offer → build → deploy → validate)
2. rapid_test   → Quick $50-100 test (signal in 3-5 days)
3. passive_deploy → Marketplace assets (after research)

Full Pipeline Flow

LAYER 1 (Strategist):
  scout → autonomy → market_intel → research → build_blocks → stress_test → unit_economics

LAYER 2 (Builder):
  name_lock → platform + product → deploy → qa → validate_prep

LAYER 3 (Validator):
  validate_check (daily) → validate_decide → feedback → iterate

TRAFFIC:
  traffic_strategy → channels → creative_test → funnel_optimize → scale

CROSS-CUTTING:
  status | daily_check | lessons | voice_extract | dream_100

Each tool checks prerequisites automatically. If you try to run research before completing market_intel, you'll get a clear STAGE_BLOCKED message telling you exactly what to run first.

Tools Reference

SOP Tools (35)

Tool Description Prerequisites
scout Market scanning — takes a raw idea, determines viability None (entry point)
autonomy Agent Autonomy Score — AI-buildable product viability scout
market_intel Deep market research with competitive scoring scout, autonomy
research Therapeutic Buyer Engine — deep persona research market_intel
build_blocks 7 Building Blocks from buyer research research
stress_test Offer scoring across 10 dimensions build_blocks
unit_economics CPA, LTV, break-even modeling stress_test
name_lock Lock business/product name stress_test, unit_economics
platform Tech stack selection and scoring stress_test
product Product architecture design stress_test, name_lock
deploy Sales pages, emails, ad copy generation name_lock, platform, product
qa 7-check persona alignment gate deploy
validate_prep Validation deployment package deploy, qa
validate_check Daily 60-second health check validate_prep
validate_decide End-of-window verdict validate_prep
feedback Performance diagnosis and fix routing deploy
traffic_strategy Traffic channel research and scoring deploy
channels Channel setup and configuration traffic_strategy
creative_test Ad creative variation testing channels
funnel_optimize CRO testing across conversion funnel channels
scale Systematic scaling of validated channels creative_test
traffic_analytics Performance reporting and attribution channels
dream_100 Relationship strategy and outreach research
passive_deploy Marketplace asset scoring and specs research
passive_check Scheduled performance checks passive_deploy
passive_compound Deploy related assets around anchors passive_deploy
passive_portfolio Quarterly portfolio review passive_deploy
rapid_test Quick idea test — landing page + ads None (entry point)
rapid_check Daily metrics vs. thresholds rapid_test
rapid_graduate Graduate test to full pipeline rapid_check
rapid_status Dashboard of all rapid tests None
status Pipeline status report None
daily_check 5-minute daily operations pulse Live campaigns
lessons Pattern library — capture and retrieve None
voice_extract Brand voice extraction from content qa

Utility Tools (3)

Tool Description
update_pipeline_state Update pipeline-state.json with dot-notation paths
save_asset Save files to assets/[market-name]/ directory
capture_learning Capture reusable patterns to learnings.json

Project Directory Structure

Launch Engine creates and manages files in your project directory:

your-project/
├── pipeline-state.json      # Pipeline progress tracking
├── learnings.json            # Pattern library across pipelines
└── assets/
    └── [market-name]/
        ├── research/         # Scout reports, buyer research, market intel
        ├── building-blocks/  # The 7 Building Blocks
        ├── product/          # Product Architecture Blueprint
        ├── copy/             # Sales letters, email sequences
        ├── campaigns/        # Landing pages, ad copy
        ├── traffic/          # Traffic strategy, creative tests, analytics
        ├── validation/       # Deployment packages, daily checks, verdicts
        ├── voice/            # Brand voice calibration
        ├── passive-portfolio/ # PADA outputs
        └── rapid-test/       # Rapid test assets

Configuration

The project directory is resolved in order:

  1. LAUNCH_ENGINE_PROJECT_DIR environment variable
  2. --project-dir= CLI argument
  3. Current working directory

First Use

When you run status with no existing pipeline, you'll see:

Three paths available:

  1. rapid_test — $50-100 paid traffic test in 3-5 days
  2. scout — Full active pipeline with deep research and validation
  3. passive_deploy — Marketplace assets (requires research first)

License

MIT