# Ideabob Validation

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

- name: io.github.foodyogi/ideaflow-scorer
- version: 1.0.0
- connection class: R1 (autonomous)
- trust: 86/100
- quality: 79/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.github.foodyogi%2Fideaflow-scorer
- tools: https://api.protogrid.dev/v1/servers/io.github.foodyogi%2Fideaflow-scorer/tools

**An agent can connect on its own if it already holds `IDEAFLOW_SCORER_TOKEN`.** Remote endpoint behind a static API key or header. The registry never sees the value; the agent fills the placeholder.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "ideaflow-scorer": {
      "type": "http",
      "url": "https://umxgvoxlxznnpdvkgnaj.supabase.co/functions/v1/mcp",
      "headers": {
        "Authorization": "Bearer ${IDEAFLOW_SCORER_TOKEN}"
      }
    }
  }
}
```

Placeholders to fill: `${IDEAFLOW_SCORER_TOKEN}`.

## Trust

- hygiene: 100
- liveness: 100
- freshness: 45
- provenance: 90
- drivers: +repository +namespace-matches-repo +website +reachable +uptime-99% -stale-180d
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 79/100 (good)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-03-26; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 71 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- fail `tools.annotations`: no tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: score_idea (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); generate_competitor_analysis (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); strategic_intelligence (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
- pass `tools.token_cost`: about 594 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 100 (weight 15)

- pass `stability.changes`: no tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 5, about 594 tokens to load them all
- tool set hash: af521885656c389f2962f676121afa26
- badge: [![protogrid quality](https://protogrid.dev/badge/io.github.foodyogi/ideaflow-scorer.svg)](https://protogrid.dev/servers/io.github.foodyogi/ideaflow-scorer)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://umxgvoxlxznnpdvkgnaj.supabase.co/functions/v1/mcp (streamable-http, auth api_key ${IDEAFLOW_SCORER_TOKEN}, reachable true, uptime30d 0.9916667)

## Packages

_none_

## Tools (5)

- `export_idea_report`: Export a complete idea report (scores, validations, pressure tests, competitor analysis, market research) as clean JSON ready for PDF generation.
- `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.
- `score_idea`: Score a startup or product idea across 9 weighted dimensions. Returns an Opportunity Score (0-100), decision label, breakdown, and reasoning.
- `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.
- `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.