Ideabob Validation

io.github.foodyogiPublished by GitHub account foodyogiv1.0.0Updated Oct 27, 2026

Score, validate, and pressure-test startup ideas with AI from Claude or any MCP agent.

VerifiedStreamable HTTPWeb executableData & AnalyticsBusiness & CommerceAI & ML

Overview

AI-generated overview

Remote MCP server that lets an assistant score, validate and pressure-test startup ideas with AI, returning opportunity scores, market fit and competitor…

What you can do
  • Score an idea across nine weighted dimensions and get an Opportunity Score, decision label and reasoning
  • Validate market fit with problem hunt, size check, competition map, traffic prediction and verdict
  • Generate competitor analysis with strengths, weaknesses, positioning and a competitive score
  • Run the Strategic Intelligence Engine to synthesize completed analyses into landscape, white space, moat and category calls
  • Export a full idea report as clean JSON ready for PDF generation
When to use it
Useful when you want an assistant to evaluate a startup or product idea, compare it against competitors, or assemble a structured validation report without leaving the chat. Suited to founders, product teams and analysts doing early-stage screening.
Requirements
A remote endpoint reached over streamable HTTP; no local package. A personal API token from the provider's site, created in the Tokens tab after signing in, sent as a bearer token in the Authorization header.
Before you install
The Authorization header carries a personal API token that grants access to your account; keep it private and revocable. Idea descriptions and website URLs you submit are sent to the provider's AI services for analysis. Analyses are AI-generated and should not be treated as investment or business advice.

Installation

In SourceWeft

  1. Open Ideabob Validation in the dashboard and add it to a workspace.
  2. Connect Authorization token credentials. They are stored privately and never shown on public pages.
  3. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.github.foodyogi%2Fideaflow-scorer/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "ideabob-validation": {
      "type": "http",
      "url": "https://umxgvoxlxznnpdvkgnaj.supabase.co/functions/v1/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_TOKEN>"
      }
    }
  }
}

README

This repository has no README.

Tools

5

score_idea

Score a startup or product idea across 9 weighted dimensions. Returns an Opportunity Score (0-100), decision label, breakdown, and reasoning.

ParametersconceptrequiredtargetMarketadditionalContext

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.

ParametersideaideaIdwebsiteUrldescriptiontargetProblem

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.

ParametersideaideaIdwebsiteUrldescription

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.

ParametersideaIdrequired

export_idea_report

Export a complete idea report (scores, validations, pressure tests, competitor analysis, market research) as clean JSON ready for PDF generation.

ParametersideaIdrequired

Version history

1
  1. v1.0.0LatestSep 16, 2026

Score

75% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • License10 pts

    Declare a license in the repository or the registry entry.