Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Upload any file, get a signed link. SHA-256 verified, TTL-enforced, no account required.
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.
TRANSFA_API_KEY, TRANSFA_BASE_URLValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"transfa": {
"command": "npx",
"args": [
"-y",
"transfa-mcp"
],
"env": {
"TRANSFA_API_KEY": "your-value",
"TRANSFA_BASE_URL": "your-value"
}
}
}
}Run this in your terminal
claude mcp add transfa --env TRANSFA_API_KEY=your-value --env TRANSFA_BASE_URL=your-value -- npx -y transfa-mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"transfa": {
"command": "npx",
"args": [
"-y",
"transfa-mcp"
],
"env": {
"TRANSFA_API_KEY": "your-value",
"TRANSFA_BASE_URL": "your-value"
}
}
}
}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": {
"transfa": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"transfa-mcp"
],
"env": {
"TRANSFA_API_KEY": "your-value",
"TRANSFA_BASE_URL": "your-value"
}
}
}
}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.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
TRANSFA_BASE_URL envThese 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 colapsis, 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.
You need to fill in: TRANSFA_API_KEY
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 (1.0.1) reached the registry 6 months 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, Safe Fetch
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.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
MCP server for fetching URLs, safe against SSRF, DNS rebinding, and redirect-to-internal attacks.
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.
Dead-simple file sharing for developers and AI agents.
Upload with one command. Share with a link. No account required.
$ tf upload model.gguf
✓ Uploaded model.gguf (4.2 GB) → https://transfa.sh/f/xK9mRp SHA-256 a3f8c2...d91b Expires in 7 days
Most file-sharing tools are built for humans clicking through UIs. transfa is built for the terminal — designed to be called from shell scripts, CI pipelines, and AI agents (Claude, GPT, Cursor, etc.) that need to move files without friction.
.gguf, .safetensors, .parquet, .ipynb, and moreNode.js / CLI
npm install -g transfa
Python SDK
pip install transfa
MCP server (Claude, Cursor, any MCP-compatible agent)
npx -y transfa-mcp
Or use the raw install script:
curl -fsSL https://transfa.sh/install | sh
# Upload a file (no account needed)
tf upload photo.jpg
tf upload secret.zip --ttl 24h --password hunter2
tf upload bundle.tar.gz | grep url | awk '{print $2}' | pbcopy
tf download https://transfa.sh/f/xK9mRp
tf list
tf delete xK9mRp
Upload build artifacts, coverage reports, and any CI output straight from your workflow:
- uses: colapsis/transfa-action@v1
id: upload with: file: ./dist/report.pdf api-key: ${{ secrets.TRANSFA_API_KEY }}
All five outputs are available after the step: id, agent-link, human-link, sha256, expires-at.
See colapsis/transfa-action for the full input reference and more examples (password-protected links, self-hosted instances, single-download limits).
transfa is fully REST. Every operation the CLI does, you can do with curl or any HTTP client.
curl -X POST https://transfa.sh/api/upload \
-H "Authorization: Bearer $TF_KEY" \ -F "file=@model.gguf" \ -F "ttl=7d"
{
"id": "xK9mRp", "url": "https://transfa.sh/f/xK9mRp", "download_url": "https://transfa.sh/api/download/xK9mRp", "filename": "model.gguf", "bytes": 4512345678, "sha256": "a3f8c2...d91b", "expires_at": "2026-05-21T12:00:00.000Z" }
Upload options (form fields or headers):
| Field | Header | Description |
|---|---|---|
ttl | X-Transfa-TTL | Expiry: 1h, 24h, 7d, 30d |
password | — | Password-protect the download link |
max_downloads | — | Burn after N downloads |
filename | X-Transfa-Filename | Override the stored filename |
# Direct download (no auth required)
curl -L https://transfa.sh/api/download/xK9mRp -o model.gguf
curl -L "https://transfa.sh/api/download/xK9mRp?password=hunter2" -o secret.zip
curl https://transfa.sh/api/download/info/xK9mRp
{
"id": "xK9mRp", "filename": "model.gguf", "bytes": 4512345678, "sha256": "a3f8c2...d91b", "mime_type": "application/octet-stream", "download_count": 3, "has_password": false, "expires_at": "2026-05-21T12:00:00.000Z", "active": true }
curl https://transfa.sh/api/upload \
-H "Authorization: Bearer $TF_KEY"
curl -X DELETE https://transfa.sh/api/upload/xK9mRp \
-H "Authorization: Bearer $TF_KEY"
Over 100 file types with correct MIME detection — including types not in standard MIME databases:
| Category | Formats |
|---|---|
| ML models | .gguf .ggml .safetensors .onnx .pt .pth .pkl .ckpt .tflite .mlmodel .lora |
| Data science | .parquet .arrow .feather .h5 .hdf5 .npz .npy .lance .duckdb .ipynb |
| Code | .py .rs .go .ts .kt .swift .scala .cu .sol .vy .elm .zig |
| Archives | .zip .tar .gz .bz2 .xz .7z .zst |
| 3D / Design | .glb .gltf .obj .stl .usdz .blend .fig .sketch .psd |
| Media | .avif .webp .heic .jxl .opus .flac .webm .av1 |
| Config | .toml .hcl .tf .tfvars .nix .dhall .lock .env |
| Everything else | .wasm .sqlite .db .pem .crt .p12 + all standard types |
Any other format is accepted as application/octet-stream — nothing is blocked.
| Guest | Free | Pro | Team | |
|---|---|---|---|---|
| Max file size | 10 MB | 500 MB | 50 GB | 100 GB |
| Uploads / day | 5 | 20 | 500 | 5,000 |
| Max TTL | 24h | 48h | 30 days | 180 days |
| Storage | — | — | Unlimited | Unlimited |
| Price | Free | Free | $12/mo | $48/mo |
| Trial | — | — | 3-day free trial | 3-day free trial |
transfa ships an MCP server that lets Claude, Cursor, and any MCP-compatible agent upload and share files autonomously — no shell commands, no infrastructure setup.
npx -y transfa-mcp
Add to ~/Library/Application Support/Claude/claude_desktop_config.json:
{
"mcpServers": { "transfa": { "command": "npx", "args": ["-y", "transfa-mcp"], "env": { "TRANSFA_API_KEY": "your-api-key" } } } }
The API key is optional — the server works in guest mode without one (10 MB / 24h limit).
| Tool | Description |
|---|---|
upload | Upload a file from the local filesystem. Returns agent_link (direct URL), human_link (share page), and sha256. Accepts run_id, step, consumer, intent for provenance. |
file_info | Get metadata about an upload — filename, size, SHA-256, expiry, download count, provenance fields. |
list_uploads | List recent uploads (requires API key). |
delete_upload | Delete an upload immediately. |
run_artifacts | Get all files uploaded under a run_id — the full provenance manifest for a pipeline run or agent session. |
When Claude has transfa as an MCP tool, it can:
upload → get a link → paste the link in the conversationagent_linkdelete_upload when doneimport transfa
result = transfa.upload("model.pt", ttl="24h", run_id="run-42", artifact=True) print(result.url, result.sha256)
transfa.download(result.id, output="model.pt")
manifest = transfa.run_artifacts("run-42")
async with transfa.AsyncClient() as client: result = await client.upload("model.pt")
See python/README.md for the full API reference.
transfa is also designed to be called from shell scripts, CI pipelines, and agents that prefer subprocess calls:
import subprocess, json
result = subprocess.run( ["tf", "upload", "output.csv"], capture_output=True, text=True ) data = json.loads(result.stdout) print(data["url"]) # https://transfa.sh/f/xK9mRp
Or use the REST API directly — no SDKs, no auth flows, just HTTP.
git clone https://github.com/colapsis/transfa.git
cd transfa cp .env.example .env # fill in your keys npm install --prefix server npm install --prefix cli npm run build --prefix frontend pm2 start ecosystem.config.cjs
Requirements: Node.js 18+, nginx (for SSL/proxy)
See nginx/transfa.conf for a production-ready nginx config.
| Variable | Description |
|---|---|
PORT | Server port (default: 3001) |
BASE_URL | Public URL e.g. https://transfa.sh |
STRIPE_SECRET_KEY | Stripe secret key for billing |
STRIPE_WEBHOOK_SECRET | Stripe webhook signing secret |
STRIPE_PRO_PRICE_ID | Stripe price ID for Pro plan |
STRIPE_TEAM_PRICE_ID | Stripe price ID for Team plan |
Found a vulnerability? Please email tansfa.sh@gmail.com or see SECURITY.md.
Do not open a public issue for security reports.
MIT — © 2026 transfa contributors