Intelligence Aeternum MCP

AI training dataset marketplace exposed as MCP servers. 2M+ museum artworks across 7 world-class institutions with on-demand 111-field Golden Codex AI enrichment. AI agents pay with x402 USDC on Base L2. Human buyers pay with Stripe.

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Quick Start

Connect to the MCP endpoint with any MCP-compatible client:

{
  "mcpServers": {
    "intelligence-aeternum": {
      "url": "https://data-portal-172867820131.us-west1.run.app/mcp",
      "transport": "streamable-http"
    }
  }
}

Or use the MonetizedMCP broker (x402 payment orchestration):

{
  "mcpServers": {
    "fluora-mcp": {
      "url": "https://fluora-mcp-172867820131.us-west1.run.app/mcp",
      "transport": "streamable-http"
    }
  }
}

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Architecture

AI Agent (Claude, GPT, etc.)
    |
    +---> Fluora MCP (MonetizedMCP broker)         [TypeScript/Express]
    |     3 tools: price-listing, payment-methods, make-purchase
    |     Orchestrates x402 USDC payments via MonetizedMCP SDK
    |     Proxies to Data Portal with payment proof
    |
    +---> Data Portal MCP (FastMCP content server)  [Python/FastAPI]
          13 tools: search, metadata, oracle, enrichment, compliance...
          Serves 2M+ artworks from Firestore manifest
          On-demand VLM enrichment via Gemini

Human Buyer (Browser)
    |
    +---> Data Portal REST API / golden-codex.com
          Stripe checkout for dataset purchases and enrichment
          Same artifact delivery pipeline as x402

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Services

Data Portal (13 MCP Tools)

Tool	Paid?	Description
search_alexandria	Free	Search 2M+ museum artworks across 7 institutions
get_curated_metadata	Free (5/day)	Human_Standard metadata + image (500-1,200 tokens)
get_oracle_metadata	$0.16 USDC	Hybrid_Premium 111-field VLM deep analysis + image
get_compliance_manifest	Free	AB 2013 + EU AI Act Article 53 compliance manifests
search_datasets	Free	Browse 7 museum dataset catalogs
preview_dataset	Free	Sample images from a dataset
get_pricing	Free	Calculate pricing with volume discounts
get_agent_guide	Free	Complete API workflow documentation
list_enrichment_tiers	Free	Available enrichment tiers and pricing
get_enrichment_status	Free	Poll enrichment job status
purchase_dataset	Paid	Initiate batch dataset purchase
enrich_agent_image	From $0.16	Submit YOUR image for Golden Codex enrichment
deliver_artifacts	From $0.04	On-demand artifact delivery

Fluora MCP (MonetizedMCP Broker)

Tool	Description
price-listing	Browse 7 purchasable data products with pricing
payment-methods	Get accepted payment methods (x402 USDC for agents, Stripe for humans)
make-purchase	Purchase data with x402 USDC micropayment

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Pipeline Tools (Coming to MCP)

Tool	Description	Price
SD 3.5 Large + T5-XXL	Image generation on NVIDIA L4 GPU with LoRA support	TBD
ESRGAN x4 Upscaler	Real-ESRGAN super-resolution (1024px to 4096px in ~1.15s)	$0.10
Nova (Metadata Creation)	111-field Golden Codex VLM analysis via Gemini	$0.20
Atlas (Metadata Infusion)	XMP/IPTC/C2PA embedding + SHA-256 Soulmark + hash registry	$0.10
Aegis (Verification)	"Shazam for Art" — perceptual hash provenance lookup	Free
Archivus (Arweave Storage)	Permanent 200+ year storage — pay USDC, no AR needed	TBD
Mintra (NFT Minting)	Polygon NFT with full Golden Codex metadata on-chain	TBD

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Museums

Institution	Artworks	License
Metropolitan Museum of Art	375,000	CC0
Rijksmuseum	709,000	CC0
Smithsonian Institution	185,000	CC0
National Gallery of Art	130,000	CC0
Art Institute of Chicago	120,000	CC0
Cleveland Museum of Art	61,000	CC0
Paris Collections (Louvre, Orsay, Rodin)	45,000	CC0

All source images are CC0/public domain. Enrichment metadata is commercially licensed by Metavolve Labs.

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Payment

Two payment paths -- one marketplace, two buyer types:

• AI agents pay with x402 USDC micropayments on Base L2. No API keys, no subscriptions -- agents pay autonomously per request.
• Human buyers pay with Stripe checkout. Credit/debit cards, Apple Pay, Google Pay -- standard web checkout for dataset purchases and enrichment orders.

x402 Flow (AI Agents)

1. Call a paid tool without payment
2. Receive HTTP 402 with x402 payment envelope
3. Execute USDC transfer on Base L2
4. Re-call with X-PAYMENT header containing transaction proof
5. Receive data

Wallet: 0xFE141943a93c184606F3060103D975662327063B

Stripe Flow (Human Buyers)

1. Select data products or enrichment services
2. Complete Stripe checkout (cards, Apple Pay, Google Pay)
3. Receive artifacts via the same delivery pipeline

Genesis Epoch (Launch Pricing)

20% off all prices for 90 days (started Feb 23, 2026).

Volume discounts auto-apply per wallet:

• 100+ records: 25% off
• 500+ records: 37% off
• 2000+ records: 50% off

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Discovery

Endpoint	URL
Data Portal MCP	https://data-portal-172867820131.us-west1.run.app/mcp
Fluora MCP	https://fluora-mcp-172867820131.us-west1.run.app/mcp
OpenAPI Docs	https://data-portal-172867820131.us-west1.run.app/docs
llms.txt (Data Portal)	https://data-portal-172867820131.us-west1.run.app/llms.txt
llms.txt (Fluora)	https://fluora-mcp-172867820131.us-west1.run.app/llms.txt
.well-known/mcp.json	https://data-portal-172867820131.us-west1.run.app/.well-known/mcp.json
Schema (Fluora)	https://fluora-mcp-172867820131.us-west1.run.app/mcp/schema
Health (Data Portal)	https://data-portal-172867820131.us-west1.run.app/health
Health (Fluora)	https://fluora-mcp-172867820131.us-west1.run.app/health

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Research

Our peer-reviewed paper The Density Imperative demonstrates that dense metadata significantly impacts VLM capability:

• +25.5% improvement with 111-field Golden Codex enrichment
• -54.4% degradation with sparse 10-20 word captions
• +160% semantic coverage vs raw captions

Paper: DOI: 10.5281/zenodo.18667735

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Directory Structure

intelligence-aeternum-mcp/
+-- fluora-mcp/              # MonetizedMCP broker (TypeScript/Express)
|   +-- src/
|   |   +-- main.ts          # Entrypoint
|   |   +-- server/
|   |   |   +-- server.ts    # MCP server + HTTP endpoints
|   |   |   +-- purchasableItems.ts  # 7 product catalog
|   |   |   +-- paymentMethods.ts    # USDC on Base L2
|   |   +-- config/
|   |       +-- config.ts    # Environment config
|   +-- Dockerfile
|   +-- package.json
|   +-- deploy.sh
|
+-- data-portal/             # FastMCP content server (Python/FastAPI)
|   +-- main.py              # FastAPI app + MCP mount
|   +-- mcp_server.py        # 13 MCP tool definitions
|   +-- auth.py              # x402 payment verification + rate limiting
|   +-- pricing.py           # Pricing tiers + Genesis Epoch
|   +-- compliance.py        # AB 2013 + EU AI Act manifests
|   +-- volume_tracker.py    # Per-wallet volume discounts
|   +-- image_fetcher.py     # Museum API integration
|   +-- routes/
|   |   +-- agent.py         # Agent API endpoints
|   |   +-- reader.py        # Verilian Reader (decode XMP metadata)
|   |   +-- catalog.py       # Dataset catalog
|   |   +-- orders.py        # Stripe + x402 orders
|   |   +-- enrich.py        # Enrichment-as-a-Service
|   |   +-- deliver.py       # On-demand delivery
|   |   +-- admin.py         # Admin utilities
|   +-- Dockerfile
|   +-- requirements.txt
|   +-- deploy.sh
|
+-- glama.json               # Glama.ai MCP directory manifest
+-- README.md                # This file

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Compliance

Every purchase auto-generates provenance manifests at no additional cost:

• AB 2013 (California AI Training Data Transparency Act)
• EU AI Act Article 53 (Training data documentation requirements)

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Enterprise

Full dataset access with compliance manifests starting at $8,000.

Contact: enterprise@iaeternum.ai

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Important: What You're Paying For

Pricing applies to structured AI training metadata only -- not the source images. All 2M+ source artworks are CC0/public domain from partner museums and freely available from their original APIs. What Intelligence Aeternum provides is:

• Golden Codex enrichment: 111-field NEST metadata generated by multi-model VLM analysis (Gemini + Claude + GPT-4o)
• Compliance manifests: Auto-generated AB 2013 + EU AI Act Article 53 documentation
• Pipeline services: Upscaling, metadata infusion, C2PA signing, hash registration, permanent storage
• Structured datasets: Pre-enriched collections optimized for AI training workflows

License

Source code in this repository is provided for reference and transparency. The enrichment metadata, Golden Codex schema, and pipeline services are proprietary to Metavolve Labs, Inc. Source images from museums are CC0/public domain.

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Links

• Website: iaeternum.ai
• Golden Codex: golden-codex.com
• HuggingFace: Metavolve-Labs/alexandria-aeternum-genesis
• Research: DOI: 10.5281/zenodo.18667735

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Metavolve Labs, Inc. | San Francisco, California "Synthetic Data is not the problem. Synthetic Garbage is."