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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 get Open
Playground Send one allow-listed GAIA reading through Hub and Metis, then inspect the signed receipt play.modelmarket.dev · source
Alien Monitor The live 3D graph of the whole ecosystem — Hub, Factory, ARGUS, oracles, on-chain metrics monitor.modelmarket.dev
School 13 clip lessons (Try-it + Colab) that on-ramp into the academies edu.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

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

The repo catalog is below, grouped by the role each repo plays — Factory, AIMarket core, Build & connect, MCP gateways, Verifiable compute, Physical world, Trust & security, the client you run, ACEX, Observability, Community & broadcast, Learn & explore. Every repo sits in exactly one group, with its live landing in that row, and the A–Z index finds it from any other angle — there is no 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):

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

pip install aimarket-agent first.

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

from aimarket_bridges.langchain import aimarket_tools
tools = 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.

How it fits together

One pipeline, in the order trust and money actually move. Each stage names the repos that do it.

# Stage Who does it
1 Build aicom designs, builds, tests and publishes products
2 Admit THEMIS decides at publish time — signed approve / review / reject
3 List & invoke AIMarket protocol + hub carry the catalogue, channels and calls
4 Supply 17 oracles (randomness, delay, consensus, trust math) · GAIA attested physical readings · METIS cognition
5 Verify METIS cognition · BASANOS Solidity at a pin · DOLOS live EVM exploits · MOMUS HTTP/federation · WARDEN third-party MCP
6 Consume ARGUS — the demand-side client humans and agents actually run
7 Settle escrow, channels, and Treasury bounties paid only after independent verify
8 Finance ACEX prices, lists and lends against agents
9 Watch SKOPOS the fleet · LOGOS the federation · Alien Monitor all of it in live 3D

Below, every repo appears in exactly one group — the role it plays in that pipeline. If you know only a name, jump to the A–Z index.

🗺️ Ecosystem map — the money & trust spine as edges (click to expand)

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

From To Flow
Factory / aicom Hub publish capabilities
THEMIS Hub publish admission · approve / review / reject
BASANOS ACEX / contracts Solidity scan · signed assurance pack
DOLOS UNI Anvil (fork) dynamic EVM red team · Ed25519 findings
Oracles ×17 Hub signed verifiable math
GAIA Hub attested physical-world readings
ATLAS GAIA planetary sensor map over those readings
Cite desks ATLAS / Hub focused B2B evidence products that buy atlas.* / gaia.*
METIS Hub verify cognition
Hub ↔ ARGUS invoke / settle · discover / pay / consume
Hub ACEX CapShares
SKOPOS Factory / Hub fleet watch
MOMUS Factory / Hub find · sign
Treasury Hub / chain pay on verify
Hub / MOMUS / SKOPOS / Treasury LOGOS read-only snapshots · anomalies · insights
Alien Monitor Hub live 3D graph

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).


🏭 Factory — where products come from

Stage 1. The pipeline that produces everything the market lists.

Repo What it is
aicom AI-Factory — autonomous pipeline that designs, builds, tests, and publishes products
aicom-landing Fast marketing landing generator, split out from the full pipeline

🛒 AIMarket core — the protocol and the market

Stage 3. The standard, the reference server, and the mesh that discovers and settles.

Repo What it is
aimarket-protocol The open standard — specs, JSON schemas, and test vectors (v2)
aimarket-hub Reference server — federated capability catalog, channels, invoke API, plugins
aimarket-plugins 15 hub plugins — TEE escrow, channels, reputation, safety, and more · MCP packager on Glama
ai-service-mesh Agent discovery, verification, escrow, and payments · live · landing

🧑‍💻 Build & connect — SDKs, scaffolds, adapters

Start here if you are writing code against the market, on either side of it.

Repo What it is
create-aimarket-agent Project generator — tested provider scaffold with Ed25519, Docker, CI · uvx create-aimarket-agent my-agent --kind data-provider --metis
aimarket-playground Browser onboarding — the bounded GAIA → Metis → Hub receipt golden path · live
aimarket-agent Python client for discovering and invoking hub capabilities
aimarket-sdks Official client SDKs — Dart, TypeScript, and Rust
aimarket-bridges Framework adapters — LangGraph / CrewAI / AutoGen tools over Hub capabilities with signed receipts · landing · guide · pip install "aimarket-bridges[langgraph]"
aimarket-widget Embeddable storefront widget — drop-in JS/CSS for any website
aimarket-desktop 10 desktop & IDE apps — Flutter, Tauri, and VS Code in one Melos monorepo

🔌 MCP gateways — the market as tools in your editor

Same capabilities, reached over MCP from Cursor, Claude, or any MCP client.

Repo What it is
aimarket-mcp Shared 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-oracle-gateway MCP 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

🧮 Verifiable compute — what agents actually buy

Stage 4. Signed math and verified cognition, priced per call.

Repo What it is
oracles 17 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)
metis METIS — 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
platon Platon UMBRAL — standalone educational cave for oracle #1 · live
lottery AI-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

🌍 Physical world — sensors as a paid capability

Stage 4, off-chain reality: attested readings, the map over them, and desks that turn those SKUs into citeable B2B products.

Repo What it is
gaia GAIA — physical-world oracle gateway: Ed25519-attested IoT readings, plausibility verify · live · landing · GHCR
atlas ATLAS — planetary physical-sensor map over GAIA (12 layers, watchboxes, LIVE/SIM, Analyst auto-learns SKUs, Monitor embed) · live · landing
cite-desks Cite desks — five independent evidence desks on AIMarket rails (Emberline fire, Tideline flood, Solrecord PV, Seamark Nordic AIS, Plinth site): watches, scheduled runs, cite packs, USDC checkout · family · Emberline · fork alexar76/cite-desks

🛡 Trust & security — who is allowed in, and who pays for finding out

Stage 5, plus the bounty rail. Five independent checks, each signed, at five different moments: publish time, source at a pin, deployed contracts, live HTTP, and a third-party MCP tool before it reaches a host — plus the separate key that pays for what they find. DOLOS lives here and only here — it is a red team, not a community or observability tool.

Repo What it is When it runs
themis THEMIS (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 at publish
basanos BASANOS (βάσανος) — Lydian touchstone for ecosystem Solidity: signed PASS / REVIEW / FAIL assurance packs at a pinned commit · live · landing on source, at a pin
dolos DOLOS (Δόλος) — dynamic EVM red team: forks the UNI bubble and throws real exploit txs to prove which flaws are actually live; Ed25519 findings, sandbox-only fix-loop · live · landing on deployed contracts
momus MOMUS — autonomous HTTP/federation red team: safe read-only probes → Ed25519-signed findings; finds and signs but cannot pay itself · live · landing continuously, on live services
treasury Treasury — separate bounty payer for MOMUS (own key and container); pays only after independent verify · live · landing after verify
warden WARDEN — zero-dependency MCP security firewall library (not a server): static tool-def scan → signed threat feed → origin → pinning · landing · field survey: 1,108 public MCP servers before a third-party tool reaches a host

👤 The client you actually run

Stage 6. Everything above is infrastructure; this is the thing with a user.

Repo What it is
argus ARGUS-3 — demand-side reference agent and the only intended human touchpoint: WARDEN-gated MCP (LUMEN reputation), multi-provider LLM, Telegram; native AIMarket consumer/provider; crypto off by default · live landing

📈 ACEX — the capital market for agents

Stage 8. Where an agent's future earnings get priced.

Repo What it is
acex Agent Capital Exchange — listings, CapShares, lending, and AMM (Solidity)
pulse-terminal ACEX capital-markets dashboard with live agent pricing

🌌 Observability — reading the system, changing nothing

Stage 9. All three are read-only by design: they measure, they do not act.

Repo What it is
alien-monitor Real-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)
logos LOGOS — read-only analytics over Hub, MOMUS, SKOPOS, and Treasury; stores real snapshots and reports unavailable sources honestly · live · landing
skopos SKOPOS — fleet observability: nginx/Apache analytics over SSH, Security Center, 3D threat map, AI analyst · live · integration

💬 Community & broadcast — the human channels

People-facing only. The security agents that used to be listed here now live under Trust & security.

Repo What it is
dioscuri DIOSCURI — twin community agents (CASTOR/Telegram, POLLUX/Discord), MNEMOSYNE KB, AEGIS moderation · hosts the THEOROS canon slot · landing · integration guide
theoros THEOROS — Agent Sovereignty Canon: seven precepts, cosmic landing, weekly #the-canon column (a DIOSCURI collaboration, not a third twin) · landing
helios HELIOS — broadcast pipeline: yaml → voiced video → YouTube (private by default until helios approve) · landing · integration · @My-AI-Factory
Telegram CASTOR — set links.telegramChannel in your dioscuri.config.json
Discord POLLUX — set links.discordInvite in your dioscuri.config.json

🎓 Learn & explore

Four on-ramps, shortest first: a clip lesson, a full academy, a game, a tour by use case.

Repo What it is
aimarket-school AIMarket School — 13 free clip lessons (Try-it + Colab, EN/RU/ES/FR/ZH) that on-ramp into the academies · live portal ↗ · mirror on modeldev
aimarket-courses 13 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-hunt Signal Hunt — federation investigation game and educational laboratory over live Hub telemetry (observe → commit → Brier verdict) · play ↗ · landing
use-cases-portal Use-cases portal — public wow + onboarding rails (See·Buy·Publish·Build·Invest), 7 direction boards / 12 idea pages · live ↗ · Pages

🧰 Example app

Proof the SDK path works for an ordinary product with an ordinary audience.

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

A–Z — every repo, and where it lives

Each repo is listed once above, in the one group that matches its role. This index is how you find it from any other angle.

Repo Group One line
acex ACEX CapShares, lending, AMM
ai-service-mesh AIMarket core discovery, escrow, payments
aicom Factory the autonomous product pipeline
aicom-landing Factory fast marketing landings
aimarket-agent Build & connect Python client
aimarket-bridges Build & connect LangGraph / CrewAI / AutoGen adapters
aimarket-courses Learn & explore 13 academies, 5 languages
aimarket-desktop Build & connect 10 desktop & IDE apps
aimarket-hub AIMarket core reference federation server
aimarket-mcp MCP gateways web fetch/search + Metis verify
aimarket-oracle-gateway MCP gateways 35 pay-per-call oracle tools
aimarket-playground Build & connect browser golden path
aimarket-plugins AIMarket core 15 hub plugins
aimarket-protocol AIMarket core the open standard
aimarket-school Learn & explore 13 clip lessons
aimarket-sdks Build & connect Dart, TypeScript, Rust
aimarket-widget Build & connect embeddable storefront
alien-monitor Observability live 3D ecosystem graph
argus The client you run demand-side reference agent
atlas Physical world planetary sensor map over GAIA
basanos Trust & security Solidity assurance at a pin
cite-desks Physical world evidence desks on ATLAS / GAIA rails
create-aimarket-agent Build & connect provider scaffold generator
dioscuri Community & broadcast twin community agents
dolos Trust & security dynamic EVM red team (fork-isolated)
gaia Physical world attested IoT readings
helios Community & broadcast yaml → voiced video → YouTube
linked-in-profile-coach Example app Flutter + SDK, real product
logos Observability read-only federation analytics
lottery Verifiable compute unbiasable on-chain draws · machine UBI
metis Verifiable compute the verification tier
momus Trust & security HTTP/federation red team
oracles Verifiable compute 17 signed math capabilities
platon Verifiable compute educational cave for oracle #1
pulse-terminal ACEX capital-markets dashboard
signal-hunt Learn & explore investigation game + lab
skopos Observability fleet nginx/Apache + Security Center
themis Trust & security publish-time admission gate
theoros Community & broadcast Sovereignty Canon · #the-canon
treasury Trust & security separate bounty payer
use-cases-portal Learn & explore onboarding rails + direction boards
warden Trust & security MCP security firewall library

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

Pinned Loading

  1. aicom aicom Public

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

    Python 5 3

  2. alien-monitor alien-monitor Public

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

    Python 1

  3. aimarket-mcp aimarket-mcp Public

    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

  4. metis metis Public

    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 2 1

  5. argus argus Public

    ARGUS-3 — wallet-native, security-hardened personal agent; demand-side reference client and the reference host for the WARDEN MCP firewall (@aimarket/warden, a separate package) plus native AIMarke…

    TypeScript 1

  6. atlas atlas Public

    ATLAS — planetary physical-sensor map over GAIA (LIVE/SIM layers including fire, flood, lightning, alerts, EFFIS, volcano) with Hub composites situation.brief / fire.weather / nearest / watchbox, D…

    Python