ideaudit
https://api.inite.studio/mcp ↗
Description
The scoring behind an audit allowed to say no. Twenty deterministic tools, offline, no account.
What our measurements say
ideaudit is a remote MCP server published at api.inite.studio. It has been probed 6 times since 9/12/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 839 ms, a delay an agent will notice. It exposes a broad tool surface of 21 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Agent readability score
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| Run | Era | Modern | ms | Legacy | ms | Versions |
|---|---|---|---|---|---|---|
| 2026-09-13 01:33:33 | Legacy | 400 | 634 | 200 | 648 | 2025-11-25 |
| 2026-09-12 23:31:36 | Legacy | 400 | 839 | 200 | 882 | 2025-11-25 |
| 2026-09-12 21:29:15 | Legacy | 400 | 874 | 200 | 871 | 2025-11-25 |
| 2026-09-12 19:27:29 | Legacy | 400 | 733 | 200 | 759 | 2025-11-25 |
| 2026-09-12 17:24:09 | Legacy | 400 | 858 | 200 | 861 | 2025-11-25 |
| 2026-09-12 15:21:42 | Legacy | 400 | 745 | 200 | 780 | 2025-11-25 |
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test not run this round
- Cold-start: cold 529ms → warm 195ms (penalty 334ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
get_startedWhat 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.
compute_barrierCompute barrier_score (0-24) + label (PRISTINE/OPEN/COMPETITIVE/CROWDED) from competitor counts + SERP noise fraction.
directCompetitorCountintegerrequiredadjacentCompetitorCountintegerserpNoisenumber
compute_budget_proofCompute budget_proof_score (0-10) + label (STRONG/CONFIRMED/WEAK/ABSENT) + purchase_intent_pct from pricing hits + review-site hits + intent mentions.
pricingHitsCountintegerrequiredreviewSiteHitsCountintegerpurchaseIntentMentionsintegerhasNamedPricingboolean
compute_build_complexityCompute build_complexity_penalty (0-10, higher = worse) + per-factor breakdown. Hard tags: ml/realtime/blockchain/hardware/compliance/custom-ai/regulated/on-device-ai/iot.
externalApisCountintegerrequiredstackComplexityTagsarrayintegrationsCountinteger
compute_collection_scoresCompute 12 deterministic collection scores (0-100) + badges + death reason for an enriched idea. Pure math. No external calls.
analysisIdstringrequiredenrichedDataobjectrequired
compute_crossed_matrixCrossed-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.
stagestringrequiredsectorstringlensScoresarrayrequiredstageProbabilitiesobjectunresolvedContradictionsintegerhasMajorContradictionbooleanobserverobject
compute_dealbreakers_v2Methodology 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.
stagestringrequiredsectorstringlensScoresarrayrequiredstageProbabilitiesobjectunresolvedContradictionsintegerhasMajorContradictionbooleanobserverobject
compute_funding_momentumCompute funding_momentum_score (0-10) + badge (HOT/WARM/COOL/COLD) from tier-weighted funding-article hit counts.
hitsByTierobjectrequiredrecent30dHitsinteger
compute_hiring_demandCompute hiring_demand_score (0-10) from priority-weighted ATS site hit counts (use registries/hiring-sources for priorities).
sitesarrayrequired
compute_lrs_composite_v2LRS 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).
searchVelocityScorenumberrequiredsocialPainScorenumberrequiredbarrierScorenumberrequiredmonetizationScorenumberrequiredxSignalScorenumberrequiredbudgetProofScorenumberrequiredbuildComplexityPenaltynumbersectorProfilestring
compute_lrs_compositeCompose 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.
searchVelocityScorenumberrequiredsocialPainScorenumberrequiredbarrierScorenumberrequiredmonetizationScorenumberrequired
compute_monetizationCompute monetization_score (0-21) + label + has_pricing_anchors from pricing anchors + model tags + deal cycle hint.
pricingAnchorsCountintegerrequiredmodelTagsarraydealCyclestring
Availability history
Each block is one measurement round. Green: working response. Amber: responded but the server was returning errors (5xx). Red: no response at all.
Era history
Each cell is one probe run. Faded cells are incomplete probes — one leg did not answer, so the era is inconclusive.
Response time history
The two probe legs separately: modern server/discover and legacy initialize.
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Legacy
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