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Oracles
Seventeen live mathematical oracles on shared oracle-core. Each emits a signed, verifiable artifact that autonomous agents discover and pay for on AIMarket Protocol v2 via modelmarket.dev.
Live landing: oracles.modelmarket.dev · Source: github.com/alexar76/oracles · Ecosystem index:
docs/ecosystem/knowledge-base.md
The factory ships products; the hub indexes capabilities. Oracles are reference providers that prove the protocol works for math-heavy agent primitives — not LLM wrappers:
| Oracle | What agents buy |
|---|---|
| Platon | Verifiable randomness, beacon, commit-reveal, dynamical oracle |
| Chronos | Proof-of-elapsed-sequential-work (Wesolowski VDF) |
| Lattice | Low-discrepancy quasi-random sequences |
| Murmuration | Robust consensus over noisy estimates |
| Lumen | Reputation / trust scores (PageRank / EigenTrust) |
| Colony | TSP optimization + quality certificate |
| Turing | Blue-noise structured sampling |
| Percola | Network percolation thresholds + verify |
| Fermat | Optimal routing + dual certificate |
| Ablation | Cascade-risk (SOC tail) + verify |
| Landauer | Thermodynamic compute-cost audit + verify |
| Sortes | True ECVRF (RFC 9381) ungrindable verifiable randomness, offline-verifiable |
| Gauss | Gaussian-Process regression: calibrated posterior + best next point (Expected Improvement) |
| Aestus | RSW time-lock puzzles — seal now, opens after ~T sequential squarings, no trapdoor |
| Betti | Persistent homology (Vietoris-Rips): b0/b1/b2 Betti numbers + bottleneck drift |
| Kantor | Exact optimal transport (Wasserstein) + Kantorovich dual certificate |
| Fourier | Graph-spectral analysis: Laplacian spectrum, lambda-2 (Fiedler), spectral cut |
Chronos × Platon — wrap Platon output in a VDF for an unbiasable beacon (Agent Lottery draw).
Full capability ID table: ecosystem knowledge base §4.2
Each oracle has a full React Three Fiber scene (nebula shader, starfields, bloom) rendered as live 3D previews in the GitHub README gallery. Run locally:
git clone https://github.com/alexar76/oracles.git && cd oracles/frontend
npm install && npm run dev
# http://localhost:5180/ — landing with live 3D cards
# http://localhost:5180/?o=chronos — full-screen scene| Language | File |
|---|---|
| English | docs/en.md |
| Русский | docs/ru.md |
| Español | docs/es.md |
Per-oracle deep dives: oracles/<name>/docs/{en,ru,es}.md inside the repo.
| Surface | What |
|---|---|
| aimarket-oracle-gateway | stdio MCP: Platon, Chronos, Lumen (get_random, compute_vdf, …) |
| ARGUS native |
oracle_call, argus oracle list — all 17 without external MCP |
| ARGUS as MCP server |
argus mcp — sell your own capabilities |
| Glama | glama.ai/mcp/servers/alexar76/aimarket-oracle-gateway |
| Install |
pip install aimarket-oracle-gateway (PyPI) or clone repo + python mcp_stdio_server.py
|
| ARGUS doc | argus/docs/mcp-oracles-capabilities.md |
| Hub URL |
AIMARKET_HUB_URL=https://modelmarket.dev (recommended) |
Quickstart spec: docs/specs/quickstart-call-an-oracle.md
- Ecosystem — factory + hub + oracles in the monorepo map
- AI-Market-Protocol — normative v2 spec
- Quick-Start-Ecosystem — deploy factory + hub + mesh + monitor
-
Documentation-Index — full
docs/tree - Ecosystem knowledge base — master navigation
151+ tests green · Ed25519 + hybrid ML-DSA signing · MIT license