Intelligence Aeternum
AI training dataset marketplace: 2M+ museum artworks with Golden Codex enrichment
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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.
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"
}
}
}
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
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 |
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 |
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.
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)
- Call a paid tool without payment
- Receive HTTP 402 with x402 payment envelope
- Execute USDC transfer on Base L2
- Re-call with
X-PAYMENTheader containing transaction proof - Receive data
Wallet: 0xFE141943a93c184606F3060103D975662327063B
Stripe Flow (Human Buyers)
- Select data products or enrichment services
- Complete Stripe checkout (cards, Apple Pay, Google Pay)
- 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
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 |
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
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
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)
Enterprise
Full dataset access with compliance manifests starting at $8,000.
Contact: enterprise@iaeternum.ai
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.
Links
- Website: iaeternum.ai
- Golden Codex: golden-codex.com
- HuggingFace: Metavolve-Labs/alexandria-aeternum-genesis
- Research: DOI: 10.5281/zenodo.18667735
Metavolve Labs, Inc. | San Francisco, California "Synthetic Data is not the problem. Synthetic Garbage is."