README.md
AI training dataset marketplace exposed as MCP servers.
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 ch
Tools (16)
search_alexandriaSearch 2M+ museum artworks across 7 institutionsget_curated_metadataRetrieve human-standard metadata and imageget_oracle_metadataRetrieve hybrid premium 111-field VLM deep analysis and imageget_compliance_manifestRetrieve AB 2013 and EU AI Act Article 53 compliance manifestssearch_datasetsBrowse 7 museum dataset catalogspreview_datasetSample images from a datasetget_pricingCalculate pricing with volume discountsget_agent_guideComplete API workflow documentationlist_enrichment_tiersAvailable enrichment tiers and pricingget_enrichment_statusPoll enrichment job statuspurchase_datasetInitiate batch dataset purchaseenrich_agent_imageSubmit your image for Golden Codex enrichmentdeliver_artifactsOn-demand artifact deliveryprice-listingBrowse 7 purchasable data products with pricingpayment-methodsGet accepted payment methodsmake-purchasePurchase data with x402 USDC micropaymentConfiguration
claude_desktop_config.json
{"mcpServers": {"intelligence-aeternum": {"url": "https://data-portal-172867820131.us-west1.run.app/mcp", "transport": "streamable-http"}}}Try it
→Search for artworks related to 'Renaissance portraits' in the Metropolitan Museum of Art collection.
→Get the oracle metadata for the latest curated dataset entry.
→List the available enrichment tiers and their current pricing.
→Check the status of my recent enrichment job.
→Purchase the dataset catalog for the Rijksmuseum using my connected wallet.