Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Unix-style shell, scriptable CLI and MCP server for Cloudinary asset management.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"cldsh-cloudinary-shell": {
"command": "npx",
"args": [
"-y",
"cloudinary-shell"
]
}
}
}Run this in your terminal
claude mcp add cldsh-cloudinary-shell -- npx -y cloudinary-shellPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"cldsh-cloudinary-shell": {
"command": "npx",
"args": [
"-y",
"cloudinary-shell"
]
}
}
}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.
Paste into .vscode/mcp.json in your project
{
"servers": {
"cldsh-cloudinary-shell": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"cloudinary-shell"
]
}
}
}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.
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These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
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 6, 2026
The registry name was verified with the GitHub account Sheldon1999, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
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.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (2.0.1) reached the registry 9 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, AI Deprecations
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
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
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cldsh)cldsh lets you work with a Cloudinary account like a file system:
It works with both Cloudinary folder modes: dynamic folders (every account created since June 2024) and the older fixed folders. The mode is detected automatically.
Working on a project that uses Cloudinary? Give
INTEGRATION.mdto your AI agent or team: integration patterns (Next.js, React, Node.js, Python), transformation recipes andcldshworkflows.
cldsh comparesCloudinary also publishes an official CLI (cloudinary-cli, Python) and official MCP packages (@cloudinary/*). cldsh is a separate, independent project built for a different workflow: one Node binary that is a shell, a scriptable CLI and an MCP server together, authenticated with your existing API key — no Python runtime, no OAuth browser flow, no hosted service required.
cldsh | cloudinary-cli (official) | @cloudinary/* MCP (official) | community MCP servers | |
|---|---|---|---|---|
| Runtime | Node, npx | Python, pipx/Docker | Node, npx per package | Node, npx |
| Auth | API key / .env | OAuth login | OAuth (hosted) or API key | API key |
Interactive shell (cd, ls, tab completion) | ✅ | ❌ one-shot flags | ❌ not a CLI | ❌ not a CLI |
| MCP server | ✅ same binary | ❌ | ✅ (5 separate packages) | ✅ |
| Confirm before delete/move/overwrite | ✅ two-step token, --dry-run | ❌ | — | ❌ |
| Fixed/dynamic folder mode | ✅ auto-detected | not documented | not documented | not documented |
Pick cldsh for one local tool, API-key auth and a safety net on AI-driven changes. Pick the official packages for Cloudinary-maintained, domain-split MCP servers with OAuth and enterprise support.
Requires Node.js 20 or newer and a Cloudinary account (cloud name, API key and API secret, or a CLOUDINARY_URL).
# AI agents: add the MCP server to Claude Code
claude mcp add cloudinary npx -y cloudinary-shell --mcp
npx cloudinary-shell
npx cloudinary-shell ls products --json
Install globally to get the shorter cldsh command: npm install -g cloudinary-shell.
cldsh --mcp runs an MCP server over stdio (JSON-RPC 2.0). It supports protocol versions 2025-06-18, 2025-03-26 and 2024-11-05.
Claude Desktop (claude_desktop_config.json):
{
"mcpServers": { "cloudinary": { "command": "npx", "args": ["-y", "cloudinary-shell", "--mcp"] } } }
Claude Code: claude mcp add cloudinary npx -y cloudinary-shell --mcp
Cursor: Settings → MCP → Add new MCP server, type command, command npx -y cloudinary-shell --mcp.
Check the setup with cldsh mcp: it runs the handshake, lists the tools and makes a live call on your account.
| Tool | What it does | Main arguments |
|---|---|---|
cloudinary_list | List folders and assets (wildcards allowed) | path, resource_type, delivery_type, max |
cloudinary_tree | Folder tree | folder, depth, resource_type, max_files |
cloudinary_info | Full metadata of one asset | public_id, resource_type, delivery_type |
cloudinary_get_url | Delivery URL, optionally transformed or signed | public_id, transformation, signed, resource_type |
cloudinary_upload | Upload a local file or directory | local_path, name, folder, recursive, overwrite, resource_type, dry_run |
cloudinary_download | Download assets to the local disk | public_id, destination, overwrite, dry_run |
cloudinary_move | Move or rename an asset or folder | source, target, overwrite, change_public_id, dry_run |
cloudinary_delete | Delete assets, or folders with recursive | target, recursive, resource_type, dry_run |
cloudinary_mkdir | Create a folder | folder |
cloudinary_rename_folder | Rename or move a folder (dynamic folder mode) | from, to |
cloudinary_account | Cloud name, folder mode, credential source, remaining API budget | — |
Every tool carries MCP annotations (read-only, destructive, idempotent), so clients can decide when to ask you.
cloudinary_delete, cloudinary_move, cloudinary_rename_folder, and uploads that would replace existing assets first return a preview with a confirm_token. Nothing changes until the agent calls again with the same arguments and that token. Tokens are single-use, expire after 5 minutes and stop working if the account changes. dry_run: true only previews.--allow-path. The cldsh credentials folder, ~/.ssh and hidden files (unless named explicitly) are always refused. Downloads never overwrite a local file unless overwrite: true.--read-only: only the read-only tools (list, tree, info, get_url, account).--allow-path : allow another local folder (repeatable).--no-confirm: run changes in one call, as in cldsh 1.x. Use only for trusted automation."args": ["-y", "cloudinary-shell", "--mcp", "--read-only"]
Run any command directly: cldsh [arguments] [options].
--json prints machine-readable JSON on stdout (errors are printed as JSON on stderr).0 success, 1 error, 2 wrong usage, 3 partly failed (for example 2 of 50 uploads failed), 4 needs confirmation (add --yes) or was cancelled.--profile uses a saved profile for one command.# Upload a build folder with subfolders
cldsh upload ./dist/assets -r --to site/assets
cldsh ls portfolio --json | jq -r '.files[].secure_url'
cldsh ls portfolio --json | jq -r '.files[] | select(.bytes > 100000) | .public_id'
cldsh rm 'old-*' --dry-run cldsh rm -r archive/2023 --yes
Quote wildcards. Your shell expands an unquoted
cld*into local file names beforecldshsees it. Writecldsh rm 'cld*'. If every name given tormexists in the local directory,cldshrefuses and reminds you.
Run cldsh with no arguments.
Connected to Cloudinary account: my-cloud (global credentials profile (default))
[my-cloud]$~ cd products [my-cloud]$~/products ls -l
SIZE(KB) DIMENSIONS(px) NAME FORMAT TYPE ──────── ────────────── ──────── ────── ───── 245 1200x630 hero png image 15 512x512 logo svg image 1830 1920x1080 promo mp4 video
cd apps/ ) and asset names.~/.cldsh_history (private file; lines with credentials are never saved)./ or ~ is the root, .. goes up, cd - goes back.help lists all commands; help lists all options of one command.| Command | What it does | ||
|---|---|---|---|
login [profile] [URL] [--stdin] | Connect an account and save it as a profile (checked with Cloudinary first) | ||
| `config [ls \ | use \ | rm ]` | Show the active account and which sources it overrides; list, switch or remove profiles |
| `ls [path\ | pattern] [-l]` | List folders and assets | |
cd, pwd | Change and show the current Cloudinary folder (shell only) | ||
lcd, lpwd | Change and show the local directory | ||
mkdir ... | Create folders (parents included) | ||
upload [name] [--to folder] [-r] | Upload a file or a directory | ||
download ... [destination] [-f] | Download assets | ||
mv [-o] [--public-id] | Move or rename an asset or folder | ||
info | Asset metadata (-v for the full API response) | ||
url ... [--t=...] [--signed] | Delivery URLs | ||
view (alias preview) | Show an image or video thumbnail in the terminal | ||
open | Open an asset in the browser | ||
rm [-r] ... [-y] | Delete assets, or folders with -r | ||
tree [folder] [-d N] | Folder tree | ||
quota | Remaining Admin API requests this hour and the folder mode | ||
mcp | Check the MCP server |
Options shared by many commands:
| Option | Meaning | |||
|---|---|---|---|---|
| `--rt=image\ | video\ | raw\ | all` | Resource type. Listings show all types by default. |
| `--type=upload\ | private\ | authenticated` | Delivery type | |
--dry-run | Show what would happen without changing anything | |||
-y, --yes | Don't ask for confirmation | |||
--json | JSON output |
Assets can be named by their name in the current folder, by path (products/hero), by public ID, or as asset_id: . If a name matches several assets (for example an image and a video called intro), cldsh lists them; add --rt or use the public ID.
[my-cloud]$~/products upload ~/Pictures/hero.png
Uploaded (created): https://res.cloudinary.com/my-cloud/image/upload/v1730000000/products/hero.png
[my-cloud]$~ upload ./media -r --to campaigns/fall [1/3] created https://res.cloudinary.com/my-cloud/image/upload/.../campaigns/fall/banner.png [2/3] created https://res.cloudinary.com/my-cloud/video/upload/.../campaigns/fall/teaser.mp4 [3/3] created https://res.cloudinary.com/my-cloud/raw/upload/.../campaigns/fall/notes.txt
--rt overrides it.notes.txt).-r includes subdirectories as subfolders. Dotfiles are skipped.overwritten; --no-overwrite keeps them (skipped).photo.jpg, photo.png), both get their extension as suffix (photo_jpg, photo_png).--dry-run shows the planned public IDs and works without credentials.[my-cloud]$~/products rm hero
deleted products/hero Deleted 1 · not found 0 · failed 0
[my-cloud]$~ rm -r campaigns/fall Delete 3 assets (1 image, 1 video, 1 raw, 2.1 MB) and 1 folder in cloud my-cloud: ... Proceed? [y/N]
rm -r deletes everything in the folder and its subfolders (all resource and delivery types), then the folder.Only the beginning is shown; read the rest in the repo