ideaudit

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

The scoring behind an audit allowed to say no. Twenty deterministic tools, offline, no account.

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "ideaudit": {
      "url": "https://api.inite.studio/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (21)

• get_started

  What this server is, what it will do for you right now without an account, and what an account adds. Call this first if you have no API key — it answers in one round trip instead of sending you to a website.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• compute_barrier

  Compute barrier_score (0-24) + label (PRISTINE/OPEN/COMPETITIVE/CROWDED) from competitor counts + SERP noise fraction.

  Parameters:

  • directCompetitorCount (required) — integer
  • serpNoise — number
  • adjacentCompetitorCount — integer

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• compute_budget_proof

  Compute budget_proof_score (0-10) + label (STRONG/CONFIRMED/WEAK/ABSENT) + purchase_intent_pct from pricing hits + review-site hits + intent mentions.

  Parameters:

  • pricingHitsCount (required) — integer
  • hasNamedPricing — boolean
  • reviewSiteHitsCount — integer
  • purchaseIntentMentions — integer

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• compute_build_complexity

  Compute build_complexity_penalty (0-10, higher = worse) + per-factor breakdown. Hard tags: ml/realtime/blockchain/hardware/compliance/custom-ai/regulated/on-device-ai/iot.

  Parameters:

  • externalApisCount (required) — integer
  • integrationsCount — integer
  • stackComplexityTags — array

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• compute_collection_scores

  Compute 12 deterministic collection scores (0-100) + badges + death reason for an enriched idea. Pure math. No external calls.

  Parameters:

  • analysisId (required) — string
  • enrichedData (required) — object — EnrichedData with canonical_idea signals.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• compute_crossed_matrix

  Crossed-product audit explorer. Same input as compute_dealbreakers_v2 — returns substrate verdict (no-observer baseline) + crossed verdict (when observer supplied) + a 5-row matrix of {solo, cofounded_technical, cofounded_business, domain_expert, serial} archetype verdicts. Never persists; meant for the dashboard "view as [archetype]" dropdown and for previewing a verdict before committing to it.

  Parameters:

  • stage (required) — string
  • lensScores (required) — array
  • sector — string
  • observer — object — Founder profile that crosses with the substrate idea to produce an observer-relative verdict. When omitted, only the substrate verdict is returned.
  • stageProbabilities — object
  • hasMajorContradiction — boolean
  • unresolvedContradictions — integer

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• compute_dealbreakers_v2

  Methodology v2 dealbreakers — stage-aware weights + confidence-weighted lens scoring + risk-asymmetric verdict (GO requires score≥80 AND zero red flags AND avg confidence≥0.6). Optional `observer` triggers the crossed-product pipeline: substrate verdict (no-observer baseline) PLUS crossed verdict (observer-perturbed weights, risk-tolerance shifted thresholds) PLUS 5-row archetype matrix. The KILL gate (≥2 blockers / score<50) is observer-invariant — fatal stays fatal.

  Parameters:

  • stage (required) — string
  • lensScores (required) — array
  • sector — string
  • observer — object — Founder profile that crosses with the substrate idea to produce an observer-relative verdict. When omitted, only the substrate verdict is returned.
  • stageProbabilities — object
  • hasMajorContradiction — boolean
  • unresolvedContradictions — integer

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• compute_funding_momentum

  Compute funding_momentum_score (0-10) + badge (HOT/WARM/COOL/COLD) from tier-weighted funding-article hit counts.

  Parameters:

  • hitsByTier (required) — object
  • recent30dHits — integer

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• compute_hiring_demand

  Compute hiring_demand_score (0-10) from priority-weighted ATS site hit counts (use registries/hiring-sources for priorities).

  Parameters:

  • sites (required) — array

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• compute_lrs_composite_v2

  LRS composite v2 — 6 components (SV, Pain, Barrier, Monet, X-Signal, Budget-Proof). Default Python weights 0.18/0.22/0.18/0.14/0.18/0.10 sum=1.0. Returns BOTH weighted score and equal-weight baseline (per OECD Handbook + Greco 2018 — equal-weight is defensible default when no outcome calibration exists). buildComplexityPenalty 0-10 subtracted from score. sectorProfile (ai_native/creator/crypto) opt-in reshuffles SV→0.16, X→0.20. Labels: THE_ROAR (≥80) / PROMISING (≥60) / EXPERIMENTAL (≥40) / WEAK_SIGNAL (<40).

  Parameters:

  • searchVelocityScore (required) — number
  • socialPainScore (required) — number
  • barrierScore (required) — number
  • monetizationScore (required) — number
  • xSignalScore (required) — number
  • budgetProofScore (required) — number
  • sectorProfile — string — Opt-in sector weight override. Default uses Python canonical weights.
  • buildComplexityPenalty — number

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• compute_lrs_composite

  Compose lrs_final_100 (0-100) + label (WEAK/EMERGING/GOOD/STRONG/ELITE) + leaderboard_eligible flag + sub-percent breakdown. Weights: sv 0.25, sp 0.30, barrier 0.25, monetization 0.20.

  Parameters:

  • searchVelocityScore (required) — number
  • socialPainScore (required) — number
  • barrierScore (required) — number
  • monetizationScore (required) — number

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• compute_monetization

  Compute monetization_score (0-21) + label + has_pricing_anchors from pricing anchors + model tags + deal cycle hint.

  Parameters:

  • pricingAnchorsCount (required) — integer
  • dealCycle — string — instant/days/weeks/months/quarters
  • modelTags — array — e.g. ["subscription","usage","marketplace"]

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• compute_multi_source_tam

  Multi-source TAM consensus. Pass 2-3 sources of market-size text. Optional `estimateYear` per source — when supplied, the result includes yearRange and a hasStaleData flag (true if the span exceeds 5 years). Outliers are dropped by modified Z-score over the median absolute deviation when n≥4. Returns the extracted dollar amounts + consensus median + an agreement score 0..1, where 1 means every source lands within 20% of the median.

  Parameters:

  • inputs (required) — array

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• compute_ppc_spend_signal

  Wave 5 N.4 — compute ppc_spend_score (0-10) + label (STRONG/CONFIRMED/WEAK/ABSENT) + market_saturation from PPC traffic projection (avgCpcUsd, totalMonthlySpendUsd, optional competitorBidders + competition). Feed numbers from dataforseo_ad_traffic.

  Parameters:

  • avgCpcUsd (required) — number
  • totalMonthlySpendUsd (required) — number
  • competition — number
  • competitorBidders — integer

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• compute_search_velocity_v2

  Search velocity (0-25) v2 — canonical 0.40*volume + 0.30*trend + 0.20*intent + 0.10*geo. CRITICAL: externalVolumeNorm MUST come from external sources (Amazon BSR / app store installs / job-board postings) — NOT the Trends timeline (would double-count, since Trends is itself normalized 0-100 within window). trendNorm is derived internally from trendsTimelineValues. Trends peak<50 zeroes the trend component (Yotpo SEO floor). Optional daysSinceLastSignal applies exponential freshness decay (search half-life 90d).

  Parameters:

  • trendsTimelineValues (required) — array — Monthly Trends values 0-100. Used ONLY to derive trendNorm — never as raw volume.
  • externalVolumeNorm (required) — number — Normalized 0-1 demand volume from EXTERNAL sources (Amazon, app stores, jobs). Caller normalizes before passing.
  • intentNorm (required) — number — 0-1 commercial/transactional intent ratio.
  • geoSpreadNorm (required) — number — 0-1 geographic spread (regions with interest > threshold).
  • daysSinceLastSignal — number — Optional: days since most recent confirming signal. Triggers exponential freshness decay (half-life 90d).

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• compute_search_velocity

  Compute search_velocity_score (0-25) from Trends timeline values + rising queries count + geo region count.

  Parameters:

  • timelineValues (required) — array — Monthly Trends values 0-100 (e.g. last 10-12 months).
  • geoRegionCount — integer
  • risingQueriesCount — integer

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• compute_social_pain

  Compute social_pain_score (0-30) + total mentions + dominant perspective (business/consumer/trend/mixed).

  Parameters:

  • painMentions (required) — integer
  • categoryCounts — object
  • intentMentions — integer
  • urgencyMentions — integer

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• compute_urgency_composite

  Compose composite_urgency_score (0-10) + badge (LOW/MEDIUM/HIGH/VERY_HIGH/EXTREME) from 3 sub-scores: news, pain, hiring.

  Parameters:

  • newsSignalScore (required) — number
  • painSignalScore (required) — number
  • hiringSignalScore (required) — number

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• compute_x_signal

  Compute x_signal_score (0-20) + recency share + positivity rate from X/Twitter mention counts.

  Parameters:

  • mentionsCount (required) — integer
  • recent7dCount — integer
  • founderMentions — integer
  • sentimentNegative — integer
  • sentimentPositive — integer

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• derive_kill_criteria

  Derive a falsifiable, data-driven list of kill criteria from upstream signals — the outputs of validate_unit_economics and compute_dealbreakers_v2, plus an ICP drift count. Returns one row per rule with {rule, threshold, status, evidence?}, where status is tripped_now / monitor / cleared. Replaces prose kill criteria, which are tautologies that can never fire.

  Parameters:

  • unitEcon — object — The result of validate_unit_economics.
  • dealbreakers — object — The result of compute_dealbreakers_v2.
  • icpDriftCount — integer

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• validate_unit_economics

  Sanity-check a unit-economics row before publishing it in a business-model slide. Catches the math-drift class of failures (customers × ARPU ≠ revenue), enforces the LTV/CAC ≥ 1.5 floor, the cohort-positivity check, and CAC payback bounds. Returns {ok, errors[{rule, severity, detail}], derived{ratios}}. Skills MUST regenerate the row when ok=false (block-severity errors); warn-severity errors should be surfaced in the final report but do not gate publication. No LLM calls.

  Parameters:

  • customers (required) — number
  • arpu (required) — number
  • annualRevenue (required) — number
  • cac — number
  • ltv — number
  • grossMargin — number
  • monthlyChurn — number

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

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