mcp-opportunity-pipeline

Score discovered opportunities and identify gaps worth pursuing

Scaffold and implement MCP server from spec

Critical analysis of draft or full spec - validates architecture and identifies hidden complexity

Scrape target marketplaces (Apify, Smithery, MCP Registry) for opportunity signals

Create lightweight spec draft for critique before full specification

Run ideation phase (discover → analyze-gaps → validate → pre-check)

Run build phase (build → qa → package) for a validated spec

Generate documentation and marketing materials for publication

Record and execute a pivot decision - change approach, scope, or idea

Feasibility critique before investing in full spec - validates APIs, legal, costs

Deploy to target marketplace (Apify, Smithery, npm)

Automated testing via synthetic user tasks

Run refinement phase (draft → spec → critique → walkthrough)

Run pipeline phases - ideate (idea→spec), build (build→package), or ship (publish)

Run ship phase (publish) to deploy to marketplace

Generate buildable product specs for validated opportunities

Show current pipeline status, decisions, and next steps

Validate gaps against real user pain signals from Reddit and forums

Walkthrough the user experience of a problem/feature before or after spec generation

Scores marketplace opportunities and identifies gaps worth pursuing based on sentiment, staleness, and fit criteria

Scrapes target marketplaces (Apify, Smithery, MCP Registry) for opportunity signals

Scaffolds and implements MCP servers/Apify Actors from specifications

Generates documentation/marketing materials and deploys to target marketplace

Automated testing of built MCP servers via synthetic user tasks

Validates gap opportunities against real user pain signals from Reddit and forums (last 7-14 days)

Generates buildable product specifications for validated opportunities

Analyze pivot options and provide weighted recommendations for changing direction on an opportunity.