Studiomcphub

io.github.codex-curator由 GitHub 账号 codex-curator 发布v0.5.0更新于 Nov 2, 2026

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

已验证Streamable HTTP可网页运行文件与存储金融媒体与设计

概览

AI 生成的概览

远程 MCP 服务器，提供图像放大、去背景、样机、印刷准备、水印等创意图像工具，以及博物馆艺术品检索与元数据增强，按次付费。

可以做什么
  • 按类别、价格或关键词发现并查看工具结构，避免一次性加载全部定义
  • 处理图像：放大、缩放、去背景、提取配色、转 SVG 矢量、sRGB/CMYK 转换、生成印刷就绪文件、把设计套用到产品样机
  • 嵌入、检测与验证隐形水印和感知哈希，增强并写入图像元数据
  • 检索 5.3 万余件公有领域博物馆艺术品，含深度视觉分析与批量下载
  • 在个人钱包存储中保存、列出、读取和删除素材
  • 注册钱包、查询积分余额并获取合规清单
适用场景
适合需要为电商、印刷或设计工作准备和转换图像、为作品添加来源与元数据，或获取公有领域博物馆图片及其描述的助手。免费工具便于先试用再付费。
运行要求
远程 streamable HTTP 端点，无需本地安装、API 密钥或账号。付费工具按次计费，可通过 Base L2 上的 x402 USDC、带 API 密钥的 Stripe 卡支付或预付 GCX 积分；注册钱包可获 10 GCX 免费额度。也可用 Python 和环境变量自行部署。
安装前请注意
多数实用工具按次收费（如放大 0.20 美元、批量下载 5.00 美元），且无需注册即可消费，应为代理设置支出上限。支付涉及 Base L2 上的 USDC 或银行卡信息。工具会写入、覆盖和删除钱包存储中的数据，元数据写入、哈希登记和水印会改动图像。上传的图像与元数据会发送至第三方服务。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Studiomcphub，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%2Fstudiomcphub/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": {
    "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.

来源：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)

输入参数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)

输入参数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)

输入参数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)

输入参数image必填

verify_provenance

Provenance Verification

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

输入参数image必填

search_artworks

Search Artworks

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

输入参数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)

输入参数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)

输入参数artifact_id必填

batch_download

Batch Download

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

输入参数offsetquantitydataset_id

compliance_manifest

Compliance Manifest

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

输入参数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)

输入参数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)

输入参数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)

输入参数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)

输入参数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)

输入参数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)

输入参数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)

输入参数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)

输入参数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)

输入参数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)

输入参数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)

输入参数key必填wallet必填

list_assets

List Stored Assets

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

输入参数wallet必填

delete_asset

Delete Asset

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

输入参数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)

输入参数wallet必填

check_balance

Check Balance

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

输入参数wallet必填

search_tools

Search Tools

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

输入参数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)

输入参数tool_name必填

版本历史

1
  1. v0.5.0最新Sep 16, 2026

评分

已满足适用检查项的 100%

该评分衡量此收录条目的完整程度，依据注册中心条目、端点与公开来源计算得出。它不是对服务器本身的评价，也不表示服务器安全或当前可用：可连通性是带日期的检查结果，评分也不包含安装量或用户评价。

  • 近 30 天内可连通必需25 分
  • 已声明认证方式必需10 分
  • 已列出工具必需15 分
  • 描述必需15 分
  • 图标10 分
  • 文档15 分
  • 许可证10 分