sftp-helper
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@sftp-helperUpload report.pdf to SFTP server"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
SFTP Helper
SFTP Helper belongs to a collection of libraries called AI Helpers developped for building Artificial Intelligence
This toolbox requires:
a
config.jsonfor the sftp parameters (or YAML or environment variables or .env)that you previously added you SSH key of your local machine in the SFTP server

SFTP Helper is a Python library that provides utility functions for working with SFTP servers via paramiko. Host key verification is on by default โ ~/.ssh/known_hosts is loaded and unknown hosts are rejected.
Installation
Prerequisites โ Python 3.10โ3.13 and git, cross-platform:
๐ macOS (Homebrew):
brew install python git๐ง Ubuntu/Debian:
sudo apt update && sudo apt install -y python3 python3-pip git๐ช Windows (PowerShell):
winget install Python.Python.3.12 Git.Git
Then install the package:
Install Package
We can recommand python environments. Check this link if you don't know how
pip install --force-reinstall --no-cache-dir git+https://github.com/warith-harchaoui/sftp-helper.git@v2.2.2Or, from a checkout:
pip install -r requirements.txt
pip install -e .Related MCP server: Local Files MCP Server
Write your own configuration file
A ready-to-fill template is committed at sftp_config.json.example. Copy it to sftp_config.json and edit in place โ real *config.json files are gitignored so you cannot accidentally commit secrets:
cp sftp_config.json.example sftp_config.json
# then edit sftp_config.json with your credentialsYou may also provide a YAML version (sftp_config.yaml), environment variables, or an .env file โ sftp-helper falls back in that order via os_helper.get_config:
JSON
{
"sftp_host": "<sftp_host>",
"sftp_login": "<sftp_login>",
"sftp_passwd": "<sftp_passwd>",
"sftp_https": "<sftp_https>",
"sftp_destination_path": "<sftp_destination_path>",
}or
YAML
sftp_host: "<sftp_host>"
sftp_login: "<sftp_login>"
sftp_passwd: "<sftp_passwd>"
sftp_https: "<sftp_https>"
sftp_destination_path: "<sftp_destination_path>"or
ENVIRONMENT VARIABLES
SFTP_HOST="<sftp_host>" \
SFTP_LOGIN="<sftp_login>" \
SFTP_PASSWD="<sftp_passwd>" \
SFTP_HTTPS="<sftp_https>" \
SFTP_DESTINATION_PATH="<sftp_destination_path>" \
python <your_python_script>or
.env
SFTP_HOST = <sftp_host>
SFTP_LOGIN = <sftp_login>
SFTP_PASSWD = <sftp_passwd>
SFTP_HTTPS = <sftp_https>
SFTP_DESTINATION_PATH = <sftp_destination_path>In which you can find these information in your favorite FTP tool (mine is FileZilla):
<sftp_host>is the server pathsftp....<sftp_login>and<sftp_passwd>that you use in FileZilla<sftp_destination_path>is the remote folder path<sftp_https>corresponds to the web URL of<sftp_destination_path>is your python script :)
Usage
For the full catalog of recipes (uploads, downloads, existence checks, recursive directory creation, temporary remote files with auto-cleanup, strict host-key verification), see ๐ EXAMPLES.md.
Here's an example of how to use SFTP helper (won't work without a valid path/to/sftp_config.json):
import sftp_helper as sftph
import os_helper as osh
# Write a small text file
local_file = "example.txt"
with open(local_file, "wt") as f:
f.write("A small example of text")
# Load creds from JSON / YAML file, or fall back to .env / environment vars.
cred = sftph.credentials("path/to/sftp_config.json")
remote_file = cred["sftp_destination_path"] + "/" + local_file
url = cred["sftp_https"] + "/" + local_file
# upload() raises on failure and returns the destination URL on success.
sftph.upload(local_file, cred, remote_file)
print(f"Uploaded {local_file} to {remote_file}")
# Uploaded example.txt to /remote/base/path/example.txt
assert osh.is_working_url(url), f"URL not reachable: {url}"
print(f"URL is live: {url}")
# URL is live: https://files.example.com/example.txtTemporary remote files
If you need a unique remote path that gets cleaned up automatically, use the
remote_tempfile context manager:
import sftp_helper as sftph
import os_helper as osh
credentials = sftph.credentials("path/to/sftp_config.json")
with sftph.remote_tempfile(credentials, ext="txt") as (sftp_address, url):
sftph.upload("local.txt", credentials, sftp_address)
assert osh.is_working_url(url)
# On exit, the remote file is deleted.Host key verification
sftp_helper never disables host key verification. The default policy is
paramiko.RejectPolicy() and ~/.ssh/known_hosts is loaded automatically. To
trust a server in a non-default location, point at an extra known_hosts file
via the optional sftp_known_hosts credential.
Multi-surface exposure
sftp-helper is not just a library โ the same functions are exposed
as a CLI, a FastAPI HTTP surface, and an MCP tool set:
# Python library (default)
import sftp_helper as sftph
# argparse-based CLI (installed automatically)
sftp-helper upload --config sftp_config.json --input local.txt --remote /uploads/local.txt
sftp-helper download --config sftp_config.json --remote /uploads/local.txt --output out.txt
sftp-helper exists --config sftp_config.json --remote /uploads/local.txt
sftp-helper mkdir --config sftp_config.json --remote /uploads/a/b/c
# click-based CLI twin (needs the [cli] extra)
pip install 'sftp-helper[cli] @ git+https://github.com/warith-harchaoui/sftp-helper.git@v2.2.2'
sftp-helper-click upload --config sftp_config.json --input local.txt --remote /uploads/local.txt
# FastAPI HTTP surface (needs the [api] extra)
pip install 'sftp-helper[api] @ git+https://github.com/warith-harchaoui/sftp-helper.git@v2.2.2'
SFTP_HELPER_CONFIG=./sftp_config.json uvicorn sftp_helper.api:app --port 8000
# โ OpenAPI docs at http://localhost:8000/docs
# MCP tools over FastAPI (needs the [api,mcp] extras)
pip install 'sftp-helper[api,mcp] @ git+https://github.com/warith-harchaoui/sftp-helper.git@v2.2.2'
sftp-helper-mcp # serves FastAPI + MCP on port 8000Docker image (HTTP + MCP on port 8000):
docker build -t sftp-helper .
docker run --rm -p 8000:8000 \
-v $PWD/sftp_config.json:/app/sftp_config.json:ro \
-e SFTP_HELPER_CONFIG=/app/sftp_config.json \
sftp-helperAn innovative GUI plan (pipeline dashboard, storage health panel, live transfer feed) lives in GUI.md.
The competitive landscape (paramiko, pysftp, asyncssh, Fabric, smart-open, PyFilesystem2, lftp, Rclone, โฆ) is analysed in LANDSCAPE.md.
Author
Acknowledgements
Special thanks to Mohamed Chelali and Bachir Zerroug for fruitful discussions.
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