| MCP `credit.apply` tool callable from Claude Code / Cursor | AI-native solo founders who live in the agent loop (~150K globally) | F6S/SaaSOffers/Ladder ship browsers, not tools; no MCP roadmap visible | I have to context-switch out of Cursor to apply, then forget | ⚠️ PartialSOON |
| Eligibility-confidence score with cited rejection threads | Bootstrapped founders ineligible for VC-gated tracks (~70% of solos) | Microsoft Founders Hub now requires VC referral; AWS won't disclose rejection reasons | "Internal requirements" rejections with no path forward | ⚠️ Partial |
| Auto-detect prior-credit ceiling (< $350K Azure, < $20K AWS) | Founders who've already claimed lower tiers and want the diff | AWS Inception forum: 4 mo unanswered on tier-mapping; auto-rejects "already received credits" | Repeated tier-upgrade rejections that should be approved | ❌ Gap |
| Burn-aware credit routing (credits expiring vs runway) | Pro $79/mo segment — solo founders with ~$1–10K/mo AI spend | Boston survey: 500% AI cost jump in 6 mo; no directory ties offers to actual burn | Got $100K Microsoft credits, they'll be gone before expiration | ⚠️ Partial |
| Equity-free GPU credit matching (Vast.ai, Modal, Together) | AI-native founders dodging the OpenAI/YC $2M-for-uncapped-SAFE trap | F6S and FoundersCard index zero serverless-GPU programs | I want compute, not a cap-table line item | ✅ Shipped |
| Sub-domain match: bootstrapped + non-US + no entity yet | Solo builders in EU/India/LATAM locked out of AWS Activate | Most incumbents are US/SF-coded; SaaSOffers ranks by deal size not jurisdiction fit | I'm in Italy with a Revolut card — every program assumes US LLC | ⚠️ PartialNeeds jurisdiction tag schema |
| Concierge proof-of-application (screenshots, rejection reasons logged) | Pro tier founders skeptical of "we'll apply for you" | StartupWalah charges $399 with no transparency; SaaSOffers Premium has billing complaints | I paid $79, did anything actually happen? | ⚠️ Partial |
| Cross-program de-duplication ("don't claim $1K AWS Founders if you'll need $100K Portfolio") | Pre-incorporation builders | No directory warns about lock-in; founders waste their one-shot at higher tier | I applied for AWS Founders, now Portfolio auto-rejects me | ❌ Gap |