Launch Engine — Business Execution OS
A structured playbook system for solo founders that breaks down the idea-to-revenue process into 42 sequential SOP tools plus 3 state mutation utilities. Each tool validates prerequisites against pipeline-state.json, loads upstream context from previous stages, and returns execution instructions. The flow spans market research (scout, market_intel, research), offer design (build_blocks, stress_test, unit_economics), deployment (platform, product, deploy), validation (validate_check, validate_decide), and traffic (traffic_strategy, channels, scale). You can enter through five paths: full pipeline, rapid_test for quick validation, passive_deploy for marketplace assets, tournament for batch idea evaluation, or portfolio_triage for ranking existing projects. Best suited for bootstrappers who want a systematic framework rather than ad-hoc prompting, with built-in unit economics checks before you build anything.
- GitHub stars
- 3
- tools
- 45
- transport
- STDIO
- env var
- 1
- last updated
- Mar 27, 2026
Tools
45 toolsPublic tool metadata for what this MCP can expose to an agent.
scoutMarket scanning — takes a raw idea, determines viability
Market scanning — takes a raw idea, determines viability
No parameter schema in public metadata yet.
autonomyAgent Autonomy Score — AI-buildable product viability
Agent Autonomy Score — AI-buildable product viability
No parameter schema in public metadata yet.
market_intelDeep market research with competitive scoring
Deep market research with competitive scoring
No parameter schema in public metadata yet.
researchTherapeutic Buyer Engine — deep persona research
Therapeutic Buyer Engine — deep persona research
No parameter schema in public metadata yet.
build_blocks7 Building Blocks from buyer research
7 Building Blocks from buyer research
No parameter schema in public metadata yet.
stress_testOffer scoring across 10 dimensions
Offer scoring across 10 dimensions
No parameter schema in public metadata yet.
unit_economicsCPA, LTV, break-even modeling
CPA, LTV, break-even modeling
No parameter schema in public metadata yet.
name_lockLock business/product name
Lock business/product name
No parameter schema in public metadata yet.
platformTech stack selection and scoring
Tech stack selection and scoring
No parameter schema in public metadata yet.
productProduct architecture design
Product architecture design
No parameter schema in public metadata yet.
deploySales pages, emails, ad copy generation
Sales pages, emails, ad copy generation
No parameter schema in public metadata yet.
qa7-check persona alignment gate
7-check persona alignment gate
No parameter schema in public metadata yet.
validate_prepValidation deployment package
Validation deployment package
No parameter schema in public metadata yet.
validate_checkDaily 60-second health check
Daily 60-second health check
No parameter schema in public metadata yet.
validate_decideEnd-of-window verdict
End-of-window verdict
No parameter schema in public metadata yet.
feedbackPerformance diagnosis and fix routing
Performance diagnosis and fix routing
No parameter schema in public metadata yet.
traffic_strategyTraffic channel research and scoring
Traffic channel research and scoring
No parameter schema in public metadata yet.
channelsChannel setup and configuration
Channel setup and configuration
No parameter schema in public metadata yet.
creative_testAd creative variation testing
Ad creative variation testing
No parameter schema in public metadata yet.
funnel_optimizeCRO testing across conversion funnel
CRO testing across conversion funnel
No parameter schema in public metadata yet.
scaleSystematic scaling of validated channels
Systematic scaling of validated channels
No parameter schema in public metadata yet.
traffic_analyticsPerformance reporting and attribution
Performance reporting and attribution
No parameter schema in public metadata yet.
dream_100Relationship strategy and outreach
Relationship strategy and outreach
No parameter schema in public metadata yet.
passive_deployMarketplace asset scoring and specs
Marketplace asset scoring and specs
No parameter schema in public metadata yet.
passive_checkScheduled performance checks
Scheduled performance checks
No parameter schema in public metadata yet.
passive_compoundDeploy related assets around anchors
Deploy related assets around anchors
No parameter schema in public metadata yet.
passive_portfolioQuarterly portfolio review
Quarterly portfolio review
No parameter schema in public metadata yet.
rapid_testQuick idea test — landing page + ads
Quick idea test — landing page + ads
No parameter schema in public metadata yet.
rapid_checkDaily metrics vs. thresholds
Daily metrics vs. thresholds
No parameter schema in public metadata yet.
rapid_graduateGraduate test to full pipeline
Graduate test to full pipeline
No parameter schema in public metadata yet.
rapid_statusDashboard of all rapid tests
Dashboard of all rapid tests
No parameter schema in public metadata yet.
statusPipeline status report
Pipeline status report
No parameter schema in public metadata yet.
daily_check5-minute daily operations pulse
5-minute daily operations pulse
No parameter schema in public metadata yet.
lessonsPattern library — capture and retrieve
Pattern library — capture and retrieve
No parameter schema in public metadata yet.
voice_extractBrand voice extraction from content
Brand voice extraction from content
No parameter schema in public metadata yet.
content_engineTopic cluster research, SEO/GEO content generation
Topic cluster research, SEO/GEO content generation
No parameter schema in public metadata yet.
content_repurposeSingle-pass multi-platform content repurposing
Single-pass multi-platform content repurposing
No parameter schema in public metadata yet.
seo_checkMonthly SEO/GEO audit with AI citation tracking
Monthly SEO/GEO audit with AI citation tracking
No parameter schema in public metadata yet.
tournamentBatch-evaluate 3-5 ideas through Layer 1
Batch-evaluate 3-5 ideas through Layer 1
No parameter schema in public metadata yet.
bold_actionBold Action Playbook — highest-leverage irreversible credibility move
Bold Action Playbook — highest-leverage irreversible credibility move
No parameter schema in public metadata yet.
portfolio_triageRank pipelines by Profit Velocity Score, enforce active cap
Rank pipelines by Profit Velocity Score, enforce active cap
No parameter schema in public metadata yet.
revenue_reviewWeekly revenue phase assessment (Signal → Cash → Repeat → Scale)
Weekly revenue phase assessment (Signal → Cash → Repeat → Scale)
No parameter schema in public metadata yet.
update_pipeline_stateUpdate pipeline-state.json with dot-notation paths
Update pipeline-state.json with dot-notation paths
No parameter schema in public metadata yet.
save_assetSave files to assets/[market-name]/ directory
Save files to assets/[market-name]/ directory
No parameter schema in public metadata yet.
capture_learningCapture reusable patterns to learnings.json
Capture reusable patterns to learnings.json
No parameter schema in public metadata yet.
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LAUNCH_ENGINE_PROJECT_DIRPath to your project directory where pipeline-state.json and assets/ live
Readme
Asset Factory
Agentic pipeline that transforms ideas to revenue — for solo founders and bootstrappers.
npx -y asset-factory-mcp
Why Asset Factory?
Most MCP servers give you one tool. A GitHub integration. A database query. A Slack bot.
Asset Factory gives you 42 tools that work as a pipeline — the entire playbook from raw idea to validated revenue, running inside the AI client you already use.
Details
- Repository
- github.com/zionhopkins/launch-engine-mcp
- Website
- github.com/ZionHopkins/launch-engine-mcp
- Categories
- Sales & Marketing, AI & LLM Tools, Automation & Workflows
- Package
launch-engine-mcp- Transport
- STDIO
- Registry
- MCP registry, active
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