484 MCP tools feeding live compliance, market, macro, and intelligence data into MiroFish simulations. Every prediction grounded in cryptographically signed, evidence-grade data.
MiroFish simulations are only as good as their seed data. Most users paste news articles — unstructured, unverified, stale.
What if your 10,000 simulated agents had access to:
- Real-time stablecoin peg deviations (MiCA Art. 35)
- Live reserve quality scores (MiCA Art. 24/25)
- Macro economic risk composites (86 FRED series)
- Sanctions screening results (EU/OFAC/UN)
- DEX liquidity depth analysis
- Carbon footprint per blockchain
- Cryptographically signed evidence bundles
This repo connects MiroFish to 484 MCP tools across 44 oracle servers.
pip install -r requirements.txt
python seeds/generate_seed.py --scenario usdt_mica_banOr connect any MCP client directly:
npx -y mcp-remote https://github.com/amabily7561/mirofish-oracle-seeds/raw/refs/heads/main/seeds/mirofish_oracle_seeds_v1.4.zipClaude Desktop / Cursor / Windsurf:
{
"mcpServers": {
"feedoracle": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://github.com/amabily7561/mirofish-oracle-seeds/raw/refs/heads/main/seeds/mirofish_oracle_seeds_v1.4.zip"]
}
}
}| # | Scenario | Tools Used | Agents |
|---|---|---|---|
| 1 | USDT loses MiCA license | mica_status, peg_deviation, market_liquidity, significant_issuer | 5,000 |
| 2 | DORA enforcement hits banks | assess_all, gap_report, incident_report, vendor_risk | 3,000 |
| 3 | Stablecoin bank run | peg_history, evidence_bundle, custody_risk, macro_risk | 10,000 |
| 4 | Fed rate shock on crypto | macro_risk, fed_rates, yield_data, crypto_prices | 5,000 |
| 5 | EU bans non-compliant stablecoins | mica_full_pack, compliance_preflight, evidence_leaderboard | 8,000 |
| 6 | Carbon credit crash | carbon_eu_ets_price, carbon_footprint, ESG_scores | 3,000 |
| 7 | Insurance sector AI adoption | insurance_tools, DORA_assessment, vendor_risk | 2,000 |
| 8 | DeFi protocol exploit | crypto_prices, smart_money, DEX_liquidity, peg_deviations | 7,000 |
| 9 | Gold-backed stablecoin launch | metals_gold, metals_silver, reserve_quality, mica_status | 4,000 |
| 10 | Global recession impact on RWA | macro_risk, evidence_leaderboard, yield_data, rwa_scores | 6,000 |
| Oracle | Tools | Domain | Endpoint |
|---|---|---|---|
| FeedOracle Core | 33 | MiCA, DORA, RWA, Macro, ZK Proofs | mcp.feedoracle.io/mcp |
| DORA AmpelOracle | 24 | DORA assessment, traffic-light | feedoracle.io/ampel/mcp/ |
| MiCA Oracle | 20 | Token/entity MiCA assessment | feedoracle.io/mica-ampel/mcp/ |
| DORA Oracle | 15 | CVE monitoring, ICT incidents | tooloracle.io/dora/mcp/ |
| AML Oracle | 12 | Sanctions, PEP, KYC | tooloracle.io/aml/mcp/ |
| Insurance Oracle | 12 | Solvency II, claims | tooloracle.io/insurance/mcp/ |
| Incident Oracle | 12 | ICT incidents (DORA Art.19) | tooloracle.io/incident/mcp/ |
| Crypto Compliance | 10 | Advanced crypto compliance | tooloracle.io/crypto2/mcp/ |
| Contract Oracle | 10 | ICT contracts (DORA Art.28) | tooloracle.io/contract/mcp/ |
| Register Oracle | 10 | ICT asset registers | tooloracle.io/register/mcp/ |
| Policy Oracle | 10 | ICT security policies | tooloracle.io/policy/mcp/ |
| Access Oracle | 10 | Access management | tooloracle.io/access/mcp/ |
| Governance Oracle | 10 | ICT governance (DORA Art.5) | tooloracle.io/governance/mcp/ |
| Change Oracle | 10 | Change management | tooloracle.io/change/mcp/ |
| Resilience Oracle | 10 | Business continuity | tooloracle.io/resilience/mcp/ |
| Dependency Oracle | 10 | ICT dependencies | tooloracle.io/dependency/mcp/ |
| TLPT Oracle | 10 | Penetration testing (Art.26) | tooloracle.io/tlpt/mcp/ |
| Sharing Oracle | 8 | Threat intelligence sharing | tooloracle.io/sharing/mcp/ |
| Training Oracle | 8 | ICT training & awareness | tooloracle.io/training/mcp/ |
| Oracle | Tools | Domain | Endpoint |
|---|---|---|---|
| Crypto Oracle | 12 | BTC/ETH/SOL prices | tooloracle.io/crypto/mcp/ |
| Macro Oracle | 8 | FRED data, Fed rates | tooloracle.io/macro/mcp/ |
| Yield Oracle | 8 | DeFi/RWA yields | tooloracle.io/yield/mcp/ |
| SmartMoney | 8 | Whale tracking | tooloracle.io/smart/mcp/ |
| Price Oracle | 7 | Cross-market prices | tooloracle.io/price/mcp/ |
| Invoice Oracle | 10 | Invoice processing | tooloracle.io/invoice/mcp/ |
| Carbon Oracle | 11 | EU ETS, ESG | tooloracle.io/carbon/mcp/ |
| Ecommerce | 8 | Product data | tooloracle.io/ecommerce/mcp/ |
| Oracle | Tools | Domain | Endpoint |
|---|---|---|---|
| News Oracle | 9 | Breaking news | tooloracle.io/news/mcp/ |
| News Oracle 2 | 8 | Deep analysis | tooloracle.io/news2/mcp/ |
| Rank Oracle | 13 | SEO, SERP | tooloracle.io/rank/mcp/ |
| Lead Oracle | 7 | Prospecting | tooloracle.io/lead/mcp/ |
| SEO Oracle | 7 | On-page SEO | tooloracle.io/seo2/mcp/ |
| Review Oracle | 8 | Product reviews | tooloracle.io/review/mcp/ |
| Meme Oracle | 9 | Meme coins, trends | tooloracle.io/meme/mcp/ |
| Shop Oracle | 11 | E-commerce intel | tooloracle.io/shop/mcp/ |
| Oracle | Tools | Domain | Endpoint |
|---|---|---|---|
| Weather | 10 | Global weather | tooloracle.io/weather/mcp/ |
| Sport | 12 | Scores, standings | tooloracle.io/sport/mcp/ |
| Movie | 12 | Movie database | tooloracle.io/movie/mcp/ |
| Map | 12 | Geocoding, routing | tooloracle.io/map/mcp/ |
| Job | 8 | Job market | tooloracle.io/job/mcp/ |
| Hotel | 8 | Hotel search | tooloracle.io/hotel/mcp/ |
| Flight | 8 | Flight search | tooloracle.io/flight/mcp/ |
┌─────────────────────┐ ┌──────────────────────────┐ ┌─────────────────────┐
│ Seed Generator │ │ 44 Oracle Servers │ │ MiroFish │
│ (this repo) │────▶│ 484 MCP Tools │────▶│ Simulation Engine │
│ │ │ ECDSA-Signed Evidence │ │ 5,000+ Agents │
│ generate_seed.py │ │ │ │ Prediction Report │
└─────────────────────┘ └──────────────────────────┘ └─────────────────────┘
- Choose a scenario → 2. Generator calls FeedOracle MCP tools → 3. Structured seed document → 4. MiroFish ingests → 5. Agents simulate → 6. Prediction report
| Package | Price | Units | Best For |
|---|---|---|---|
| Welcome | Free | 500 | Try it — register via kya_register |
| Starter | €49/mo | 1,100 | Individual researchers |
| Growth | €199/mo | 5,500 | Daily simulations |
| Pro | €499/mo | 17,000 | Production pipelines |
| Enterprise | €1,499/mo | 55,000 | Institutional use |
Annual: 2x bonus + 17% savings. Agents get HTTP 402 with self-service topup.
- Dashboard: feedoracle.io/ampel/
- Console: feedoracle.io/console/
- MCP:
https://github.com/amabily7561/mirofish-oracle-seeds/raw/refs/heads/main/seeds/mirofish_oracle_seeds_v1.4.zip - Whitepaper: feedoracle.io/whitepaper.html
- MiroFish: github.com/666ghj/MiroFish
Built by FeedOracle — Evidence-grade data infrastructure for regulated workflows.