Intelligence Aeternum

io.github.codex-curator由 GitHub 账号 codex-curator 发布v1.0.0更新于 Oct 24, 2026

AI training dataset marketplace: 2M+ museum artworks with Golden Codex enrichment

已验证Streamable HTTP可网页运行数据与分析商业与电商媒体与设计

概览

AI 生成的概览

远程 MCP 市场,可搜索 200 万件以上博物馆艺术品并购买 AI 训练元数据,提供免费搜索与付费增强、交付工具。

可以做什么
搜索和浏览艺术品与数据集目录,包括数据集预览和价格查询,并提供智能体工作流指南、增强层级列表和已提交图像的增强状态查询。获取单件艺术品的元数据与图像,可选免费的人工来源元数据或付费的 VLM 深度分析元数据。为数据集生成监管合规清单。提交自己的图像进行增强,并创建最多 1 万件艺术品的按需交付订单。通过 x402 或 Stripe 发起数据集购买。
适用场景
当助手需要公有领域博物馆艺术品数据或已增强的 AI 训练元数据,或需要为训练数据集获取来源与合规文档时适用。若只需查询源博物馆 API 已免费提供的图像,则没有必要使用。
运行要求
远程 streamable HTTP 端点;未声明本地软件包、API 密钥或环境变量。付费工具需要付款:智能体使用 Base L2 上的 x402 USDC,人工买家使用 Stripe 结账。需要能访问该托管服务的网络。
安装前请注意
多个工具需要付费:付费元数据、图像增强、艺术品交付和数据集购买,并有批量折扣和上线优惠价。智能体付款使用 Base L2 上的 USDC,需要钱包以及携带交易凭证的 X-PAYMENT 请求头。购买和交付订单会创建订单并花费资金。提交的图像会发送给服务方进行分析,增强元数据由运营方商业授权。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Intelligence Aeternum,将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Web executable,通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体,或 SourceWeft 对话中。智能体会读取该服务器的安装指南,先向你展示发布者、端点和登录方式,经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/io.github.codex-curator%2Fintelligence-aeternum-mcp/install.md,并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前,先告诉我它的发布者、端点和登录方式,等我确认。不要把 API 密钥写进命令或我会提交的文件;问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。

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

README

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.

[Research] [Dataset] [License]


Quick Start

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

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

Or use the MonetizedMCP broker (x402 payment orchestration):

json
{
  "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)

ToolPaid?Description
search_alexandriaFreeSearch 2M+ museum artworks across 7 institutions
get_curated_metadataFree (5/day)Human_Standard metadata + image (500-1,200 tokens)
get_oracle_metadata$0.16 USDCHybrid_Premium 111-field VLM deep analysis + image
get_compliance_manifestFreeAB 2013 + EU AI Act Article 53 compliance manifests
search_datasetsFreeBrowse 7 museum dataset catalogs
preview_datasetFreeSample images from a dataset
get_pricingFreeCalculate pricing with volume discounts
get_agent_guideFreeComplete API workflow documentation
list_enrichment_tiersFreeAvailable enrichment tiers and pricing
get_enrichment_statusFreePoll enrichment job status
purchase_datasetPaidInitiate batch dataset purchase
enrich_agent_imageFrom $0.16Submit YOUR image for Golden Codex enrichment
deliver_artifactsFrom $0.04On-demand artifact delivery

Fluora MCP (MonetizedMCP Broker)

ToolDescription
price-listingBrowse 7 purchasable data products with pricing
payment-methodsGet accepted payment methods (x402 USDC for agents, Stripe for humans)
make-purchasePurchase data with x402 USDC micropayment

Pipeline Tools (Coming to MCP)

ToolDescriptionPrice
SD 3.5 Large + T5-XXLImage generation on NVIDIA L4 GPU with LoRA supportTBD
ESRGAN x4 UpscalerReal-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 lookupFree
Archivus (Arweave Storage)Permanent 200+ year storage — pay USDC, no AR neededTBD
Mintra (NFT Minting)Polygon NFT with full Golden Codex metadata on-chainTBD

Museums

InstitutionArtworksLicense
Metropolitan Museum of Art375,000CC0
Rijksmuseum709,000CC0
Smithsonian Institution185,000CC0
National Gallery of Art130,000CC0
Art Institute of Chicago120,000CC0
Cleveland Museum of Art61,000CC0
Paris Collections (Louvre, Orsay, Rodin)45,000CC0

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)

  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

Discovery

EndpointURL
Data Portal MCPhttps://data-portal-172867820131.us-west1.run.app/mcp
Fluora MCPhttps://fluora-mcp-172867820131.us-west1.run.app/mcp
OpenAPI Docshttps://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.jsonhttps://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 preprint The Density Imperative reports that dense metadata measurably affects 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: [email protected]


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


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

来源:README.md,提交 6ac0b77

工具

13

search_alexandria

Search Alexandria

FREE — Search 2M+ museum artworks in the Alexandria Aeternum catalog. Searches the Firestore manifest (primary) with Vertex AI fallback. Returns artifact IDs, titles, artists, dates, and classification. Use get_curated_metadata() for Human_Standard metadata + image (5 free/day). Use get_oracle_metadata() for Hybrid_Premium VLM deep analysis + image.

输入参数limitquery必填museum

get_curated_metadata

Get Curated Metadata

FREE (5/day) — Get Human_Standard metadata + image for an artifact. Returns 500-1,200 tokens of 100% human-sourced metadata PLUS a signed image download URL. Every response is a package: metadata + image together. Zero synthetic content. Sources: Museum API + Wikipedia + Wikidata + Getty ULAN. After 5 free requests per day, requires $0.05 USDC via x402.

输入参数artifact_id必填

get_oracle_metadata

Get Oracle Metadata

PAID — Get Hybrid_Premium metadata + image with VLM deep visual analysis. Returns 2,000-6,000 tokens including everything in Human_Standard PLUS: visual_analysis, emotional_and_thematic_journey, deep symbolism, and archetypal analysis. Image download URL included in response.

输入参数artifact_id必填

get_compliance_manifest

Get Compliance Manifest

FREE — Get auto-generated regulatory compliance manifests for a dataset. Returns AB 2013 (California) and/or EU AI Act Article 53 provenance manifests. "Buy from us, get instant California + EU AI compliance."

输入参数dataset_id必填regulation

get_agent_guide

Get Agent Guide

FREE — Get complete API workflow documentation for agents. Returns the full agent guide with endpoints, pricing, custom fields schema, volume discounts, and recommended workflow.

无需输入参数。

search_datasets

Search Datasets

FREE — Search the Alexandria Aeternum dataset catalog (7 museums, 1.6M+ images).

输入参数querydomainmin_images

preview_dataset

Preview Dataset

FREE (10/day) — Preview sample images from a dataset.

输入参数limitdataset_id必填

get_pricing

Get Pricing

FREE — Get pricing information for a dataset purchase.

输入参数quantitydataset_id必填

purchase_dataset

Purchase Dataset

Initiate a dataset purchase (x402 or Stripe).

输入参数quantity必填dataset_id必填payment_method

list_enrichment_tiers

List Enrichment Tiers

FREE — List available enrichment tiers for agent-submitted images. NEW: Submit YOUR images via POST /agent/enrich with custom fields. Your metadata is merged with Oracle analysis. Submitter values take priority.

无需输入参数。

enrich_agent_image

Enrich Agent Image

Submit YOUR image for Golden Codex enrichment (Enrichment-as-a-Service).

输入参数tierimage_url必填callback_urlcustom_fields

deliver_artifacts

Deliver Artifacts

Create an on-demand delivery order for specific manifest artifacts. Artifacts are fetched from museum APIs, optimized, enriched (Nova + Atlas), and bundled into a single downloadable archive. Supports up to 10,000 artifacts per order with automatic volume discounts.

输入参数tierformatartifact_ids必填

get_enrichment_status

Get Enrichment Status

Poll the status of a Golden Codex enrichment job.

输入参数job_id必填

版本历史

1
  1. v1.0.0最新Sep 16, 2026

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