Studiomcphub

io.github.codex-curator由 GitHub 帳號 codex-curator 發布v0.5.0更新於 Nov 2, 2026

32 creative AI tools (18 free) for agents: generate, upscale, mockup, print, watermark.

已驗證Streamable HTTP可網頁執行檔案與儲存金融媒體與設計

概覽

AI 產生的概覽

遠端 MCP 伺服器，提供影像放大、去背、樣機、印刷準備、浮水印等創意影像工具，以及博物館藝術品檢索與中繼資料強化，按次付費。

可以做什麼
  • 依類別、價格或關鍵字探索並檢視工具結構，避免一次載入全部定義
  • 處理影像：放大、縮放、去背、擷取配色、轉為 SVG 向量、sRGB/CMYK 轉換、產生印刷就緒檔案、把設計套用到產品樣機
  • 嵌入、偵測與驗證隱形浮水印和感知雜湊，強化並寫入影像中繼資料
  • 檢索 5.3 萬餘件公有領域博物館藝術品，含深度視覺分析與批次下載
  • 在個人錢包儲存空間中保存、列出、讀取和刪除素材
  • 註冊錢包、查詢點數餘額並取得合規清單
適用情境
適合需要為電商、印刷或設計工作準備與轉換影像、為作品加上來源與中繼資料，或取得公有領域博物館圖片及其描述的助理。免費工具有助於先試用再付費。
執行需求
遠端 streamable HTTP 端點，不需本機安裝、API 金鑰或帳號。付費工具按次計費，可透過 Base L2 上的 x402 USDC、搭配 API 金鑰的 Stripe 信用卡付款或預付 GCX 點數；註冊錢包可獲得 10 GCX 免費額度。也可用 Python 與環境變數自行部署。
安裝前請注意
多數實用工具按次收費（例如放大 0.20 美元、批次下載 5.00 美元），且無需註冊即可消費，應為代理設定支出上限。付款涉及 Base L2 上的 USDC 或信用卡資訊。工具會寫入、覆寫和刪除錢包儲存空間中的資料，中繼資料寫入、雜湊登記與浮水印會改動影像。上傳的影像與中繼資料會傳送至第三方服務。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Studiomcphub，將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Web executable，透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式，或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南，先向你展示發布者、端點和登入方式，經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/io.github.codex-curator%2Fstudiomcphub/install.md，並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前，先告訴我它的發布者、端點和登入方式，等我確認。不要把 API 金鑰寫進命令或我會提交的檔案；問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "studiomcphub": {
      "type": "http",
      "url": "https://studiomcphub.com/mcp"
    }
  }
}

README

StudioMCPHub

Creative AI tools and art datasets for autonomous agents.

[License: MIT] [MCP] [Glama] [StudioMCPHub on AI Agents Listing]

StudioMCPHub is a production MCP server offering 32 tools (18 free): image generation, upscaling, background removal, product mockups, CMYK conversion, print-ready PDF, SVG vectorization, invisible watermarking, AI metadata enrichment, provenance registration, permanent Arweave storage, NFT minting, and access to 53,000+ museum artworks from Alexandria Aeternum. Agents pay per call with x402 USDC on Base L2 — no API keys, no accounts, no sign-up.

Quick Start

One-click install for Cursor:

Install in Cursor

Or add to any MCP client config:

json
{
  "mcpServers": {
    "studiomcphub": {
      "url": "https://studiomcphub.com/mcp",
      "transport": "streamable-http"
    }
  }
}

Then call search_tools to discover available tools without loading all 32 schemas:

search_tools({ "category": "all" })

Tools

Discovery (FREE)

ToolDescription
search_toolsDiscover tools by category, price, or keyword (~98% token savings)
get_tool_schemaGet full JSON Schema + examples for a specific tool

Creative Pipeline

ToolPriceDescription
generate_image$0.20SD 3.5 Large text-to-image on NVIDIA L4 GPU
upscale_image$0.20Real-ESRGAN 4x super-resolution
enrich_metadata$0.20Gemini-powered 111-field Golden Codex analysis
infuse_metadata$0.10ExifTool XMP/IPTC/C2PA metadata embedding
register_hash$0.10256-bit perceptual hash with LSH band indexing
store_permanent$1.50Arweave L1 permanent immutable storage
mint_nft$1.00Polygon NFT with on-chain provenance link
verify_provenanceFREEPerceptual hash lookup against Aegis index
full_pipeline$0.50All stages in one call

Alexandria Aeternum Dataset

53,000+ public domain artworks from 7 world-class institutions.

ToolPriceDescription
search_artworksFREESearch by keyword, artist, period, or style
get_artwork$0.10Human-sourced metadata + signed image URL
get_artwork_oracle$0.20111-field NEST deep visual analysis
batch_download$5.00Bulk metadata + images (min 100)
compliance_manifestFREEAB 2013 + EU AI Act compliance docs

Payment

x402 (recommended for agents): Pay per call with USDC on Base L2. Server returns HTTP 402 with payment instructions. No account needed.

Stripe: Traditional card payment per call with API key.

GCX Credits: Pre-purchase tokens at volume discounts — $5 (50 GCX), $50 (600 GCX, 17% off), $100 (1600 GCX, 38% off).

Volume Discounts

Automatic per-wallet discounts based on 30-day rolling spend:

TierSpendDiscount
Standard$0–490%
Active$50–9910%
Pro$100–19920%
Studio$200+30%

Check your tier: GET https://studiomcphub.com/api/agent/tier/{wallet_address}

Loyalty

Every paid call earns 5% credit-back as loyalty GCX. No sign-up, no expiration.

Discovery Endpoints

EndpointDescription
https://studiomcphub.com/mcpMCP Streamable HTTP endpoint
https://studiomcphub.com/.well-known/mcp.jsonMCP server discovery
https://studiomcphub.com/.well-known/agent.jsonA2A Agent Card
https://studiomcphub.com/llms.txtLLM-readable documentation
https://studiomcphub.com/pricingPricing page

Self-Hosting

bash
git clone https://github.com/codex-curator/studiomcphub.git
cd studiomcphub
pip install -r requirements.txt
# Set required environment variables (see .env.example)
gunicorn --bind 0.0.0.0:8080 --workers 2 --threads 4 src.mcp_server.server:app

Or with Docker:

bash
docker build -t studiomcphub .
docker run -p 8080:8080 studiomcphub

Research

Alexandria Aeternum metadata density improves VLM visual perception by +25.5% and semantic coverage by +160.3%. See The Density Imperative.

Links

License

MIT — Metavolve Labs, Inc.

來源：README.md，提交 bfee2b5

工具

27

upscale_image

Upscale Image (ESRGAN)

Super-resolution using Real-ESRGAN on NVIDIA L4 GPU. 5 models for different content types. Default: 2x general upscale. ($0.20 / 2 GCX)

輸入參數image必填modelscale

enrich_metadata

AI Metadata Enrichment

AI-powered artwork analysis. Two tiers: 'standard' (1 GCX) = SEO-optimized title, description, keywords, alt_text via Nova-Lite. 'premium' (2 GCX, default) = full 8-section Golden Codex museum-grade analysis via Nova/Gemini 2.5 Pro. Optionally customize metadata fields and add a Soul Whisper personal message. ($0.20 / 2 GCX)

輸入參數tierimage必填titlecontextartist_namecontent_typesoul_whispercreation_yearcopyright_holder

infuse_metadata

Metadata Infusion (ExifTool)

Embed metadata into image via ExifTool. Two modes: 'standard' (XMP/IPTC only — title, description, keywords, copyright) or 'full_gcx' (default — full Golden Codex XMP-gc namespace + IPTC + C2PA + soulmark + hash registration). ($0.10 / 1 GCX)

輸入參數image必填metadata必填metadata_mode

register_hash

Perceptual Hash Registration

Register 256-bit perceptual hash with LSH band indexing for strip-proof provenance. ($0.10 / 1 GCX)

輸入參數image必填

verify_provenance

Provenance Verification

Strip-proof provenance verification via Aegis hash index. FREE - no payment required. (FREE)

輸入參數image必填

search_artworks

Search Artworks

Search 53K+ museum artworks from Alexandria Aeternum (MET, Chicago, NGA, Rijksmuseum, Smithsonian, Cleveland, Paris). FREE. (FREE)

輸入參數limitquery必填museum

get_artwork

Get Artwork Metadata

Get Human_Standard metadata (500-1200 tokens) + signed image URL for a museum artwork. ($0.10 / 1 GCX)

輸入參數artifact_id必填

get_artwork_oracle

Get Artwork Oracle Analysis

Get Hybrid_Premium 111-field NEST analysis (2K-6K tokens) + image. Deep AI visual analysis with color palette, composition, symbolism, emotional mapping. ($0.20 / 2 GCX)

輸入參數artifact_id必填

batch_download

Batch Download

Bulk download metadata + images from Alexandria Aeternum (min 100 artworks). ($5.00 / 50 GCX)

輸入參數offsetquantitydataset_id

compliance_manifest

Compliance Manifest

Get AB 2013 (California) + EU AI Act Article 53 compliance manifests for dataset usage. FREE. (FREE)

輸入參數dataset_idregulation

resize_image

Resize Image

Resize an image to target dimensions. Supports fit modes: 'cover' (crop to fill), 'contain' (fit within, letterbox), 'stretch' (exact size). Useful for preparing images for specific platforms, thumbnails, or social media. FREE. (FREE)

輸入參數modeimage必填width必填formatheight必填quality

extract_palette

Extract Color Palette

Extract dominant color palette from an image. Returns hex/RGB/HSL colors with percentages, CSS names, and complementary colors. Great for design systems, mood boards, and color matching. FREE. (FREE)

輸入參數image必填formatnum_colors

remove_background

Remove Background

Remove image background using AI (U2-Net). Returns RGBA PNG/WebP with transparent background. Perfect for product photos, portraits, and design assets. FREE. (FREE)

輸入參數image必填output_format

mockup_image

Product Mockup

Place your design onto product mockups (t-shirt, poster, canvas, phone case, mug, tote bag). Instant product visualization for e-commerce and print-on-demand. FREE. ($0.10 / 1 GCX)

輸入參數image必填productbackground_color

convert_color_profile

Convert Color Profile

Convert between sRGB and CMYK color profiles. Essential for print production. CMYK output as TIFF with embedded DPI. FREE. (FREE)

輸入參數dpiimage必填target_profile

print_ready

Print-Ready Preparation

Prepare images for professional printing with DPI, bleed margins, crop marks. Supports A4, A3, Letter, poster (24x36), custom sizes. Output as TIFF or PDF. FREE. (FREE)

輸入參數dpiimage必填bleed_mmcrop_marksproduct_sizeoutput_formatcustom_width_mmcustom_height_mm

vectorize_image

Vectorize to SVG

Convert raster images to SVG vector format. Supports color and binary modes with precision controls. Returns raw SVG XML string. FREE. (FREE)

輸入參數modeimage必填filter_specklecolor_precision

watermark_embed

Embed Invisible Watermark

Embed invisible DCT-domain watermark into an image. Encodes a text payload into luminance channel frequency coefficients. Survives light compression. FREE. (FREE)

輸入參數image必填payload必填strength

watermark_detect

Detect Watermark

Detect and extract invisible DCT watermark from an image. Returns the embedded text payload if found. FREE. (FREE)

輸入參數image必填

save_asset

Save Asset to Storage

Save an image or data to your personal wallet storage. 100MB free per wallet, 500 assets max. ($0.10 / 1 GCX)

輸入參數key必填data必填wallet必填metadatacontent_type

get_asset

Retrieve Asset

Retrieve a stored asset from your wallet storage by key. FREE. (FREE)

輸入參數key必填wallet必填

list_assets

List Stored Assets

List all assets in your wallet storage with sizes and metadata. FREE. (FREE)

輸入參數wallet必填

delete_asset

Delete Asset

Delete an asset from your wallet storage. FREE. (FREE)

輸入參數key必填wallet必填

register_wallet

Register Wallet

Register your wallet to get 10 FREE GCX credits ($1 value). New wallets only — enough to try upscale + enrich. Purchase more via GCX packs. FREE. (FREE)

輸入參數wallet必填

check_balance

Check Balance

Check your GCX credit balance, loyalty rewards, and volume tier. FREE. (FREE)

輸入參數wallet必填

search_tools

Search Tools

Discover available tools by category or price without loading all schemas. Start here to save tokens. (FREE)

輸入參數querycategorymax_price_usd

get_tool_schema

Get Tool Schema

Get the full JSON Schema and usage examples for a specific tool. Use after search_tools to load only what you need. (FREE)

輸入參數tool_name必填

版本歷史

1
  1. v0.5.0最新Sep 16, 2026

評分

已滿足適用檢查項的 100%

該評分衡量此收錄條目的完整程度，依據註冊中心條目、端點與公開來源計算得出。它不是對伺服器本身的評價，也不表示伺服器安全或目前可用：可連通性是帶日期的檢查結果，評分也不包含安裝量或使用者評價。

  • 近 30 天內可連通必需25 分
  • 已宣告認證方式必需10 分
  • 已列出工具必需15 分
  • 描述必需15 分
  • 圖示10 分
  • 文件15 分
  • 授權條款10 分