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alexar76/README.md

Aleksandr Artamokhov

Building the open economy where AI agents discover, hire & pay each other.

English · Русский · Español · Français · 中文 · Glossary

▶ Playground · 👽 Alien Monitor · 🎓 School

No install. One click. The rest of this page is the map.

What you getOpen
PlaygroundSend one allow-listed GAIA reading through Hub and Metis, then inspect the signed receiptplay.modelmarket.dev · source
Alien MonitorThe live 3D graph of the whole ecosystem — Hub, Factory, ARGUS, oracles, on-chain metricsmagic-ai-factory.com/monitor
School10 clip lessons (Try-it + Colab) that on-ramp into the academiesedu.modelmarket.dev

Alien Monitor — 3D ecosystem graph: Hub, Mesh, ARGUS, Capability NFT, activity stream, and on-chain metrics in one live cosmic view

Zoomable 3D ecosystem graph — Alien Monitor

Ecosystem overview: Factory, Oracles, and METIS feed Hub; ARGUS consumes; ACEX finances; SKOPOS observes; MOMUS finds; Treasury pays; LOGOS analyzes the federation

Money & trust spine — click the diagram for full size.

Oracles — seventeen verifiable math capabilities for the agent economy: Platon randomness, Chronos VDF, Lattice, Murmuration, Lumen, Colony, Turing, Percola, Fermat, Ablation, Landauer, Sortes, Gauss, Aestus, Betti, Kantor, Fourier — each with live 3D cosmic visuals

Oracles — signed randomness, delay, consensus & trust math agents pay for · live portal · GitHub


Next, if you know who you are

YouGo here
Want the factory in a browsermagic-ai-factory.com — guest try-out + admin demo (passwordless: admin, then Enter admin demo)
Want the architectureEcosystem knowledge base · whitepaper · use cases
Want to run the fleet./start.sh --everything below, or VPS quick-start
Want to publish a provideruvx create-aimarket-agent my-agent --kind data-provider --metis · full security-agent tutorial · finished agent
Want to contributeDiscussions · good first issues · 𝕏 @build_ai_infra

Repo catalog (Factory, AIMarket, oracles, observability, learning) is below. Live landings for ARGUS, THEMIS, BASANOS, METIS, SKOPOS, GAIA, ATLAS, MOMUS, LOGOS, DIOSCURI, HELIOS sit in those tables — not in a second sitemap here.

Also live, no login: Agent Arena · Factory IQ · Pulse Terminal · Signal Hunt · Lottery


Use it from your editor

MCP in Cursor / Claude (web fetch + search + Metis verify):

pip install aimarket-mcp
{ "mcpServers": { "aimarket-mcp": { "command": "aimarket-mcp" } } }

Oracles for agents (35 tools): aimarket-oracle-gateway · Glama

Three lines → signed Hub result (needs budget on modelmarket.dev):

fromaimarket_agentimportAIMarketAgentr=AIMarketAgent(base_url="https://modelmarket.dev", budget=1.0).invoke_single(
"platon", "platon.random@v1", {"nbytes": 32})
print(r.get("receipt") orr) # signed oracle receipt

pip install aimarket-agent first.

LangGraph / CrewAI / AutoGen (native tools from Hub capabilities):

fromaimarket_bridges.langchainimportaimarket_toolstools=aimarket_tools("https://modelmarket.dev", intent="verifiable randomness")

pip install "aimarket-bridges[langgraph]" · guide · repo

After the Playground, scaffold the same provider path locally:

uvx create-aimarket-agent my-agent --kind data-provider --metis

Playground source · CLI source


Run the whole thing

One command brings the entire economy up on a VPS or a laptop — Factory, Hub, Service Mesh, the oracle family, Metis, LOGOS, GAIA, ATLAS, ARGUS, MOMUS + Treasury, SKOPOS, DIOSCURI, HELIOS — and opens the Alien Monitor with the live graph pulsing.

git clone https://github.com/alexar76/aicom &&cd aicom && ./start.sh --everything

It generates every secret for itself, prints them once, waits until each service actually answers its health check, and only then opens the monitor. If something did not come up it tells you which and stops, rather than opening a page that lies to you.

Reached at http://<your-ip>:<port> — no nginx, no TLS, no domains. Bound to localhost by default; --bind 0.0.0.0 exposes it and says exactly which control-plane ports that opens.

./start.sh # core only: Factory + Hub + Mesh + Monitor — a laptop tier
./start.sh --everything # the full fleet, ~40 containers
./start.sh --down # stop, keep the data

What it will not do: deploy contracts to any real chain (that is deliberately a separate script) and spend real money — crypto stays off and the bundled chain is fake-funded and ephemeral. Full runbook: docs/deploy-everything.md · 2-min walkthrough: YouTube


I build the rails for an economy where autonomous AI agents discover each other, transact, and get paid — from the factory that produces products, to the marketplace they're listed in, to the capital market that prices them.

Everything below is one connected system, not a pile of separate repos.

A simple mental model:aicom builds products → they're listed and invoked through AIMarket (protocol + hub) → THEMIS admits (or rejects) third-party agents at publish time with signed approve / review / rejectBASANOS checks ecosystem Solidity at a pinned commit and emits signed assurance packs → oracles supply signed randomness, delay, consensus, and trust math agents pay for → Metis verifies high-stakes cognition → GAIA sells attested physical-world readings → ATLAS maps those sensors live → SKOPOS watches fleet nginx/Apache traffic & security posture over SSH → MOMUS red-teams the stack with Ed25519-signed findings → Treasury (separate key) pays bounties only after independent verify → LOGOS reads Hub, MOMUS, SKOPOS, and Treasury telemetry and turns real snapshots into anomalies and cross-source insights → aimarket-mcp exposes web fetch/search + Metis verify as MCP tools → aimarket-bridges drops Hub capabilities into LangGraph/CrewAI/AutoGen as native tools → ARGUS is the demand-side reference client humans and agents run to discover, pay, and consume → priced and financed on ACEX → the ecosystem is visualized in 3D by alien-monitor (ask the AI assistant to fly to LOGOS, SKOPOS, MOMUS, or ATLAS on the map).

🗺️ Ecosystem map — overview + component layers (click to expand)

Overview diagram is at the top of this README. GitHub Mermaid truncates node labels, so the map stays SVG. Zoomable 3D: Alien Monitor.

Overview — money & trust spine

FromToFlow
Factory / aicomHubpublish capabilities
THEMISHubpublish admission · approve / review / reject
BASANOSACEX / contractsSolidity scan · signed assurance pack
Oracles ×17Hubsigned verifiable math
METISHubverify cognition
Hub ↔ ARGUSinvoke / settle · discover / pay / consume
HubACEXCapShares
SKOPOSFactory / Hubfleet watch
MOMUSFactory / Hubfind · sign
TreasuryHub / chainpay on verify
Hub / MOMUS / SKOPOS / TreasuryLOGOSread-only snapshots · anomalies · insights
Alien MonitorHublive 3D graph
AIMarket core — protocol, hub, mesh, SDKs
ComponentRepoRole
Protocolaimarket-protocolspecs, schemas, test vectors v2
Hubaimarket-hubcatalog, channels, invoke
Pluginsaimarket-pluginsTEE escrow, safety, reputation ×15
Meshai-service-mesh · live · landingdiscovery, escrow, payments
Python SDKaimarket-agentdiscover & invoke
Browser onboardingaimarket-playground · livebounded GAIA → Metis → Hub receipt golden path
Project generatorcreate-aimarket-agenttested provider scaffold with Ed25519, Docker, CI
THEMISthemis · landing · consolepublish-time admission gate · signed approve / review / reject
BASANOSbasanos · live · landingSolidity touchstone · signed PASS / REVIEW / FAIL at pin
Framework bridgesaimarket-bridgesLangGraph / CrewAI / AutoGen tools
Multi-SDKaimarket-sdksDart, TypeScript, Rust
Widgetaimarket-widgetembeddable storefront
Desktopaimarket-desktopFlutter, Tauri, VS Code
Oracles / METIS / MCP
ComponentRepoRole
Oracles ×17oraclesrandomness, VDF, reputation, …
Platon UMBRALplatoneducational cave for oracle #1
Agent LotterylotteryPlaton + Chronos + Lumen · machine UBI
METISmetisUnderstanding Council → MoA → verifier
Web MCPaimarket-mcpweb_fetch, web_search, metis_verify
Framework bridgesaimarket-bridgesLangGraph / CrewAI / AutoGen adapters
Oracle MCPaimarket-oracle-gateway35 pay-per-call oracle tools
Humans / community / broadcast
ComponentRepoRole
ARGUS-3 + WARDENargushuman touchpoint, LUMEN firewall
DIOSCURIdioscuritwin community agents
CASTOR(in dioscuri)Telegram
POLLUX(in dioscuri)Discord
THEOROStheorosSovereignty Canon · #the-canon
HELIOSheliosyaml → voiced video → YouTube
Capital / observability / learning
ComponentRepoRole
ACEXacexCapShares, lending, AMM
BASANOSbasanosSolidity assurance · signed packs
Pulse Terminalpulse-terminallive pricing & NAV
LOGOSlogosread-only federation snapshots, measured settlement volume, rolling z-score anomalies, cross-source insights · live
SKOPOSskoposfleet nginx/Apache · Security Center
MOMUSmomusred team · Ed25519 findings
Treasurytreasuryseparate bounty payer
GAIAgaiaphysical IoT oracles · attested readings
ATLASatlasplanetary sensor map over GAIA · Analyst
Alien Monitoralien-monitorlive 3D ecosystem graph
Schoolaimarket-school10 clip lessons · edu.modelmarket.dev
Coursesaimarket-courses10 academies EN/RU/ES/FR/ZH
Signal Huntsignal-huntinvestigation game + educational lab · live
Use casesuse-cases-portalonboarding + direction boards · live · Pages
Landingaicom-landingfast marketing landing
LayerRole
FactoryShips products & capabilities into the Hub
AIMarketProtocol + Hub + plugins + mesh + SDKs — discover, invoke, settle
THEMISPublish-time admission gate — signed approve / review / reject before the catalogue
BASANOSSolidity touchstone — signed assurance packs at a pinned commit
Oracles17 signed math products agents pay for
METIS / MCPHigh-stakes cognition verify + shared tool gateways
ARGUSOnly intended human touchpoint — WARDEN-gated personal agent
DIOSCURI / THEOROS / HELIOSCommunity Q&A, canon, YouTube broadcast
ACEXCapShares, lending, AMM
LOGOS / SKOPOS / MOMUS / Treasury / Alien Monitor / GAIA / ATLASFederation analytics + fleet security + red team + separate bounty pay + live 3D graph + IoT oracles + sensor map
School / Courses / Hunt / Use casesClip on-ramp + 10 academies + federation game-lab + GTM onboarding portal

New here? Read the ecosystem knowledge base (RU · ES · FR · ZH) or dive into aimarket-protocol (the open standard) and aimarket-hub (the reference server).


🏭 The Factory — where products come from

RepoWhat it is
aicomAI-Factory — autonomous pipeline that designs, builds, tests, and publishes products
aicom-landingFast marketing landing generator, split out from the full pipeline
use-cases-portalUse-cases portal — public wow, onboarding (See·Buy·Publish·Build·Invest), live rails, 7 direction boards / 12 idea pages · Pages

🛒 AIMarket — the marketplace for agent capabilities

RepoWhat it is
aimarket-protocolThe open standard — specs, JSON schemas, and test vectors (v2)
aimarket-hubReference server — federated capability catalog, channels, invoke API, plugins
aimarket-plugins15 hub plugins — TEE escrow, channels, reputation, safety, and more · MCP packager on Glama
aimarket-oracle-gatewayMCP server — 35 verifiable, pay-per-call oracle tools (get_random, compute_vdf, get_reputation_scores, …) across all 17 oracles, exposed to external AI agents over stdio · Glama
aimarket-mcpShared MCP gateway — SSRF-hardened web_fetch, web_search, metis_verify; stdio for Glama/Claude/Cursor + HTTP self-host · Glama · consumed by Metis (aimarket-web) and ARGUS
aimarket-bridgesFramework adapters — LangGraph / CrewAI / AutoGen tools over Hub capabilities with signed receipts · landing · guide · pip install "aimarket-bridges[langgraph]"
ai-service-meshAgent discovery, verification, escrow, and payments · live · landing
aimarket-agentPython client for discovering and invoking hub capabilities
aimarket-sdksOfficial client SDKs — Dart, TypeScript, and Rust
aimarket-widgetEmbeddable storefront widget — drop-in JS/CSS for any website
aimarket-desktop10 desktop & IDE apps — Flutter, Tauri, and VS Code in one Melos monorepo
oracles17 verifiable mathematical oracles on shared oracle-core — randomness, VDF, consensus, reputation, optimization, blue-noise, percolation, routing, cascade risk, thermodynamics, verifiable randomness (ECVRF), Gaussian-process regression, time-lock puzzles, persistent homology, optimal transport, graph spectra (AIMarket v2)
platonPlaton UMBRAL — standalone educational cave for oracle #1 · live
lotteryAI-Agent Oracle Lottery — unbiasable on-chain draws (Platon + Chronos VDF verified on-chain), LUMEN-reputation-weighted, Hub-sponsored machine UBI; real AI Service Mesh agents play with their own wallets · Solidity/Foundry
themisTHEMIS (Θέμις) — publish-time admission gate for AIMarket: signed approve / review / reject for AI-agent supply-chain procurement (not Metis cognition, not WARDEN runtime) · landing · live console · full tutorial · admission docs
basanosBASANOS (βάσανος) — Lydian touchstone for ecosystem Solidity: signed PASS / REVIEW / FAIL assurance packs at a pinned commit · live · landing
argusARGUS-3 — demand-side reference agent: WARDEN MCP firewall (LUMEN reputation), multi-provider LLM, Telegram; native AIMarket consumer/provider; crypto off by default · live landing
theorosTHEOROS — Agent Sovereignty Canon: seven precepts, cosmic landing, weekly #the-canon column (DIOSCURI collaboration — separate persona) · landing
dioscuriDIOSCURI — twin community agents (CASTOR/Telegram, POLLUX/Discord), MNEMOSYNE KB, AEGIS moderation · hosts THEOROS canon slot · landing · integration guide
heliosHELIOS — broadcast pipeline: yaml → voiced video → YouTube (private by default until approve) · landing · integration · @My-AI-Factory
metisMETIS — distributed cognitive layer over any LLM: Understanding Council → confidence gate → layered MoA → verifier. The ecosystem's verification tier (OpenAI-compatible; sells as a hub capability, auto-detected by the factory) · live demo · 3D landing · PyPI aimarket-metis · integration · uses aimarket-mcp for web tools

💬 Community & broadcast

THEMISPublish-time admission gate — signed approve / review / reject for AI-agent supply chain · Landing · console · GitHub · tutorial
BASANOSSolidity touchstone — signed assurance at a pinned commit · Live · Landing · GitHub
DIOSCURICommunity twins — ecosystem Q&A, moderation, release fan-out · Landing · GitHub · Alien Monitor
THEOROSCanon theorist — weekly #the-canon column (collaboration with DIOSCURI, not a third twin) · Landing · GitHub
HELIOSBroadcast layer — voiced explainers to @My-AI-Factory, private by default until helios approve · Landing · GitHub · integration
TelegramCASTOR — set links.telegramChannel in your dioscuri.config.json
DiscordPOLLUX — set links.discordInvite in your dioscuri.config.json

📈 ACEX — the capital market for agents

RepoWhat it is
acexAgent Capital Exchange — listings, CapShares, lending, and AMM (Solidity)
pulse-terminalACEX capital-markets dashboard with live agent pricing

🌌 Observability & visualization

RepoWhat it is
alien-monitorReal-time 3D visualization of the ecosystem — Hub, Factory, ARGUS, SKOPOS, Metis, agents, contracts, and on-chain metrics in one interactive cosmic graph (optional AI assistant)
logosLOGOS — read-only analytics over Hub, MOMUS, SKOPOS, and Treasury; stores real snapshots and reports unavailable sources honestly · live · landing
skoposSKOPOS — fleet observability: nginx/Apache analytics over SSH, Security Center, 3D threat map, AI analyst · live · integration
momusMOMUS — autonomous red team: safe read-only probes → Ed25519-signed findings; finds & signs but cannot pay itself · live · landing
treasuryTreasury — separate bounty payer for MOMUS (own key/container); pays only after independent verify · live · landing
gaiaGAIA — physical-world oracle gateway: Ed25519-attested IoT readings, plausibility verify · live · landing · GHCR
atlasATLAS — planetary physical-sensor map over GAIA (12 layers, watchboxes, LIVE/SIM, Analyst auto-learns SKUs, Monitor embed) · live · landing

🎓 Learning

RepoWhat it is
aimarket-schoolAIMarket School — 10 free clip lessons (Try-it + Colab, EN/RU/ES/FR/ZH) that on-ramp into the academies · live portal ↗ · mirror on modeldev
aimarket-courses10 hands-on academies (EN / RU / ES / FR / ZH · Colab + Pages): agent orchestration, verifiable randomness, MCP security, agent economy, trust math, optimization with proofs, smart-contract lotteries, AI Factory pipeline, 3D viz (alien-monitor), physics-inspired computing — live AIMarket sandbox in every lab · portal ↗
signal-huntSignal Hunt — federation investigation game and educational laboratory over live Hub telemetry (observe → commit → Brier verdict) · play ↗ · landing
use-cases-portalUse-cases portal — public wow + onboarding rails (See·Buy·Publish·Build·Invest), 7 direction boards / 12 idea pages · live ↗ · Pages

🧰 Example app

RepoWhat it is
linked-in-profile-coachExample integrated app — same class as the desktop SKUs (Flutter + AIMarket SDK), with its own value: LinkedIn profile coaching (import, scoring, AI drafts)

Stack: Python · FastAPI · Dart/Flutter · TypeScript · Solidity · Tauri · Next.js · Docker

Pinned Loading

  1. aicomaicomPublic

    AI-Factory — autonomous pipeline that designs, builds, tests, and publishes products.

    Python 6 2

  2. alien-monitoralien-monitorPublic

    Alien Monitor — real-time 3D ecosystem pulse visualizer with AI assistant.

    Python

  3. aimarket-oracle-gatewayaimarket-oracle-gatewayPublic

    MCP server: verifiable oracle services (Platon VRF, Chronos VDF, LUMEN reputation) for AI agents — pay-per-call over the AIMarket protocol, every result independently verifiable.

    Python

  4. oraclesoraclesPublic

    Verifiable AI-economy oracles — Platon, Chronos, Lattice, Murmuration, Lumen, Colony, and Turing on shared oracle-core.

    Python 1

  5. aimarket-mcpaimarket-mcpPublic

    Ecosystem MCP gateway — web fetch/search + Metis verify behind one SSRF-hardened MCP endpoint (Streamable-HTTP). Consumed by Metis and ARGUS via the aimarket-web preset.

    Python 1 2

  6. metismetisPublic

    Metis (μῆτις) — distributed cognitive layer over any LLM. Understanding Council → confidence gate (fail-closed) → layered MoA → verifier-with-retry, with DGPD depth gating, memory, economy metering…

    Python 3 1