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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.jsHow 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_100Each 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 assetsConfiguration
The project directory is resolved in order:
LAUNCH_ENGINE_PROJECT_DIRenvironment variable--project-dir=CLI argument- Current working directory
First Use
When you run status with no existing pipeline, you'll see:
Three paths available:
- rapid_test — $50-100 paid traffic test in 3-5 days
- scout — Full active pipeline with deep research and validation
- passive_deploy — Marketplace assets (requires research first)
License
MIT