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MCP Server

Ideabob Validation

io.github.foodyogi/ideaflow-scorer
Business & Operations Data & Analytics Public & reachable MCP 2025-11-25

What this MCP does

Scores startup ideas and performs market-fit, competitor, strategic, and opportunity analysis.

Capabilities

Tools

5 tools
export_idea_report
Export a complete idea report (scores, validations, pressure tests, competitor analysis, market research) as clean JSON ready for PDF generation.
Input schema 
{'type': 'object', 'required': ['ideaId'], 'properties': {'ideaId': {'type': 'string', 'format': 'uuid'}}, 'additionalProperties': False}
generate_competitor_analysis
Run AI-powered competitor analysis. Provide either an existing ideaId or ad-hoc { idea, websiteUrl }. Returns competitors, strengths/weaknesses, positioning, and competitive score.
Input schema 
{'type': 'object', 'properties': {'idea': {'type': 'string', 'maxLength': 200, 'minLength': 2}, 'ideaId': {'type': 'string', 'format': 'uuid'}, 'websiteUrl': {'type': 'string', 'format': 'uri'}, 'description': {'type': 'string', 'maxLength': 2000}}, 'additionalProperties': False}
score_idea
Score a startup or product idea across 9 weighted dimensions. Returns an Opportunity Score (0-100), decision label, breakdown, and reasoning.
Input schema 
{'type': 'object', 'required': ['concept'], 'properties': {'concept': {'type': 'string', 'maxLength': 500, 'minLength': 2, 'description': 'Short name/title of the idea'}, 'targetMarket': {'type': 'string', 'maxLength': 500, 'description': 'Who the product is for'}, 'additionalContext': {'type': 'string', 'maxLength': 2000, 'description': 'Description, problem, monetization notes'}}, 'additionalProperties': False}
strategic_intelligence
Run the Strategic Intelligence Engine on an existing idea. Synthesizes every completed analysis (score, validation, pressure test, competition, market research, durability, roadmap, cost, discovery) into market landscape, competitive map, white space, feature matrix, moat analysis, category call, strategic recommendations, defensibility score, opportunity ranking and a board-level executive recommendation.
Input schema 
{'type': 'object', 'required': ['ideaId'], 'properties': {'ideaId': {'type': 'string', 'format': 'uuid'}}, 'additionalProperties': False}
validate_market_fit
Run AI-powered market fit validation. Provide either an existing ideaId or an ad-hoc idea description. Returns problem hunt, size check, competition map, traffic prediction, and verdict.
Input schema 
{'type': 'object', 'properties': {'idea': {'type': 'string', 'maxLength': 200, 'minLength': 2}, 'ideaId': {'type': 'string', 'format': 'uuid'}, 'websiteUrl': {'type': 'string', 'format': 'uri'}, 'description': {'type': 'string', 'maxLength': 2000}, 'targetProblem': {'type': 'string', 'maxLength': 1000}}, 'additionalProperties': False}
History

Recent tool changes

Added
export_idea_report
Sept. 17, 2026, 12:41 p.m.
Added
strategic_intelligence
Sept. 17, 2026, 12:41 p.m.
Added
generate_competitor_analysis
Sept. 17, 2026, 12:41 p.m.
Added
validate_market_fit
Sept. 17, 2026, 12:41 p.m.
Added
score_idea
Sept. 17, 2026, 12:41 p.m.
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