Spec Driven Development
by formulahendry
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Runs on your computer★ 440MITUpdated 14 months ago
Install
Studiomcphub
Overview
Description from the maker (original English)
32 creative AI tools (18 free) for agents: generate, upscale, mockup, print, watermark.
PopNx MCP’s three pillars
These three are never merged into one score: opinions, measurements and popularity are different things.
- User voiceiNo reviews yetReviews open together with accounts in a later step
- Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
- UsageiNot measured yet★ –
What you can do with it
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
- Connection: Runs in the cloud
- Transport: Streamable HTTP
- Category: Other
Install
Pick the AI app you use, then copy the settings.
Before you install
- Basic checks: 1 of 1 passed
- Runs on the maker’s server: what you ask it goes through their server.
- The registry lists no key to fill in.
You need
- Runs in the cloudNothing to install; it connects over the internet
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Works in Claude on the web, desktop and mobile:
- Open Settings → Connectors
- Press Add custom connector
- Paste the address below and press Add
- If it asks you to sign in, sign in with the maker
https://studiomcphub.com/mcpRun this in your terminal
claude mcp add --transport http studiomcphub https://studiomcphub.com/mcpOr copy the settings yourself
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"studiomcphub": {
"url": "https://studiomcphub.com/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Or copy the settings yourself
Paste into .vscode/mcp.json in your project
{
"servers": {
"studiomcphub": {
"type": "http",
"url": "https://studiomcphub.com/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
- Open ChatGPT on the web → Settings → Connectors (Apps)
- Press Create or Add (some plans need Developer mode under Advanced first)
- Paste the address below, give it a name and save
- If it asks you to sign in, sign in with the maker
https://studiomcphub.com/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
What it can do
We have not read this server’s tool list yet; we check endpoints in rotation.
Basic checksi
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
- ✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account codex-curator, which owns the repo
- … Not checked yet
Still maintained
We have not read this repo from GitHub yet
- … Not checked yet
Has a licence
We have not read this repo from GitHub yet
- … Not checked yet
Endpoint responds
Not checked yet; we check endpoints in rotation
- … Not checked yet
Sign-in with OAuth
Not checked yet; we check endpoints in rotation
- … Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint
Compared with others in Otheri
- More stars than 0% of the other 32558 servers in this category
- Published to the registry more recently than 3% of the other 32558 servers in this category
- Basic checks equal to or better than 100% of the other 32558 servers in this category
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
Common questions
Is Studiomcphub safe?
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
What keys or codes does it need?
The registry does not list a required key, though some servers ask you to sign in on first use.
Does it run on my computer or in the cloud?
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
Is it still maintained?
The GitHub repo last changed –, and the latest version (0.5.0) reached the registry 8 months ago.
Which apps can use it?
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
What can I use instead?
In the same category: Spec Driven Development, Remote Desktop Commander, FactLot
Alternatives
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Remote Desktop Commander
by desktop-commander
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Runs in the cloud★ 211Updated yesterday
Install
FactLot
by 9mp96ygnbk-alt
Cited CRE facts and deterministic calculators for agents: rent, CAM, debt sizing, IRR, parcel IDs.
Computer or cloudUpdated today
Install
README from the maker
Open the README
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
StudioMCPHub
Creative AI tools and art datasets for autonomous agents.
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:
Or add to any MCP client config:
{"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)
| Tool | Description |
|---|---|
search_tools | Discover tools by category, price, or keyword (~98% token savings) |
get_tool_schema | Get full JSON Schema + examples for a specific tool |
Creative Pipeline
| Tool | Price | Description |
|---|---|---|
generate_image | $0.20 | SD 3.5 Large text-to-image on NVIDIA L4 GPU |
upscale_image | $0.20 | Real-ESRGAN 4x super-resolution |
enrich_metadata | $0.20 | Gemini-powered 111-field Golden Codex analysis |
infuse_metadata | $0.10 | ExifTool XMP/IPTC/C2PA metadata embedding |
register_hash | $0.10 | 256-bit perceptual hash with LSH band indexing |
store_permanent | $1.50 | Arweave L1 permanent immutable storage |
mint_nft | $1.00 | Polygon NFT with on-chain provenance link |
verify_provenance | FREE | Perceptual hash lookup against Aegis index |
full_pipeline | $0.50 | All stages in one call |
Alexandria Aeternum Dataset
53,000+ public domain artworks from 7 world-class institutions.
| Tool | Price | Description |
|---|---|---|
search_artworks | FREE | Search by keyword, artist, period, or style |
get_artwork | $0.10 | Human-sourced metadata + signed image URL |
get_artwork_oracle | $0.20 | 111-field NEST deep visual analysis |
batch_download | $5.00 | Bulk metadata + images (min 100) |
compliance_manifest | FREE | AB 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:
| Tier | Spend | Discount |
|---|---|---|
| Standard | $0–49 | 0% |
| Active | $50–99 | 10% |
| Pro | $100–199 | 20% |
| 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
| Endpoint | Description |
|---|---|
https://studiomcphub.com/mcp | MCP Streamable HTTP endpoint |
https://studiomcphub.com/.well-known/mcp.json | MCP server discovery |
https://studiomcphub.com/.well-known/agent.json | A2A Agent Card |
https://studiomcphub.com/llms.txt | LLM-readable documentation |
https://studiomcphub.com/pricing | Pricing page |
Self-Hosting
git clone https://github.com/codex-curator/studiomcphub.gitcd 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:
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.