curl_cffi is a free, open source data extraction & web scraping project written in Python and released under MIT. It has 6,812 GitHub stars, 571 forks and 72 open issues, and was last pushed 7 days ago. On this registry it ranks #41 of 149 tracked projects in Data Extraction & Web Scraping, with 5 head-to-head comparisons available. It gained 184 stars over the last 30 tracked days.

What is curl_cffi?

curl_cffi is a Python HTTP client that binds the curl-impersonate fork through cffi so Python programs can impersonate browser TLS/JA3 and HTTP/2 fingerprints, and it is aimed at developers whose scripts are blocked by bot protection despite apparently correct requests.

What it is

curl_cffi is a Python binding for the curl-impersonate fork, built with cffi, and it sits beside requests, httpx, aiohttp, and pycurl in the Python HTTP client ecosystem. It belongs to the impersonate suite with curl-impersonate, the brimp browser, the impers Node.js binding, and the impersonate.pro commercial offering. The project is MIT licensed, requires Python 3.10 or newer since v0.14, and is published on PyPI as curl_cffi. Its API mimics requests, so adoption does not require learning a new client interface.

The concrete problem is fingerprint-based blocking. Modern bot protection inspects the TLS/JA3 and HTTP/2 fingerprint of a connection, not only headers or cookies, and pure Python clients such as requests and httpx present fingerprints that differ from real browsers. A site can therefore reject traffic for no obvious reason even when the request is otherwise correct. curl_cffi replaces that transport with curl-impersonate so the connection presents a browser-like fingerprint, including recent browsers and custom fingerprints, and it adds HTTP/2 and HTTP/3 support that requests lacks. Project topics include akamai-fingerprint, ja3, ja3-fingerprint, ja4, http2-fingerprint, and http3-fingerprints.

Key capabilities

  • Impersonates JA3/TLS and HTTP/2 fingerprints, including recent browsers and custom fingerprints, with added support for new algorithms and extensions in Chrome 150/152.
  • Supports HTTP/3 with fingerprints and UDP proxy and HTTP/2, while the README table shows requests and aiohttp without HTTP/2 and requests, aiohttp, and httpx without HTTP/3.
  • Mimics the requests API, so existing requests-style code stays familiar.
  • Supports asyncio with proxy rotation on each request.
  • Supports WebSocket connections.
  • Ships pre-compiled under the MIT licence, so no local compile is required.

Who uses it and how

  • Data extraction and web scraping teams, the registry category for this project, use it when a target site blocks otherwise valid Python requests.
  • Python services written against the requests API adopt it for HTTP/2 or HTTP/3 and browser-like fingerprints without rewriting call sites.
  • Async scraping pipelines use asyncio with proxy rotation on each request, which suits jobs spread across many proxies.
  • Developers facing JavaScript challenges can pair it with brimp, a lightweight browser that works like curl_cffi with JavaScript enabled, while Node.js users can use impers.
  • Teams needing commercial support, additional fingerprints, or a cloud offering can turn to impersonate.pro.

Getting started

Install the PyPI package curl_cffi and follow the documentation at https://curl-cffi.readthedocs.io/; Python 3.10 is the minimum supported version since v0.14. The binding is pre-compiled, so no local build step is required.

How it compares

Among the Python clients named in the README, requests and aiohttp lack HTTP/2, httpx lacks HTTP/3, and pycurl is marked only partially for HTTP/3, while curl_cffi lists HTTP/2 and HTTP/3 with fingerprints. It also differs from curl-impersonate, the underlying curl distribution, from impers, the Node.js binding, and from brimp, the browser-like tool with JavaScript enabled.

When to use it — and when not to

Choose curl_cffi when a Python client must present browser-like TLS/JA3 and HTTP/2 or HTTP/3 fingerprints, particularly in scraping or data extraction where requests and httpx are blocked. A self-hoster operates a Python 3.10+ environment, manages any proxy rotation and UDP proxy infrastructure for HTTP/3, and should expect to track fingerprint updates as browsers change, because impersonation is an ongoing cat-and-mouse process; the commercial impersonate.pro option exists for more fingerprints and support. It is a poor fit for projects that are not blocked, that require a pure-Python dependency with no compiled component, or that are pinned below Python 3.10.

project readme (upstream, from github) — read inline

curl_cffi

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Documentation

Python binding for curl-impersonate fork via cffi. For commercial support, visit impersonate.pro.

curl_cffi is the most popular Python binding for curl. Unlike other pure python http clients like httpx or requests, curl_cffi can impersonate browsers' TLS/JA3 and HTTP/2 fingerprints. If you are blocked by some website for no obvious reason, you can give curl_cffi a try.

For JavaScript bindings, see impers, for solving JavaScript challenges, see brimp.

Python 3.10 is the minimum supported version since v0.14.

Recent highlights

  • 🧭 Our new toy, brimp, a lightweight browser, works like curl_cffi with JavaScript enabled. Try it out today!
  • 🆕 Added support for the new algorithm and extensions in Chrome 150/152.

Recall.ai - API for meeting recordings

Recall.ai

If you’re looking for a meeting recording API, consider checking out Recall.ai, an API that records Zoom, Google Meet, Microsoft Teams, in-person meetings, and more.

Sponsors

Maintenance of this project is made possible by all the contributors and sponsors. If you'd like to sponsor this project and have your avatar or company logo appear below click here. 💖


Bypass Cloudflare with API

Yes Captcha!

Yescaptcha is a proxy service that bypasses Cloudflare and uses the API interface to obtain verified cookies (e.g. cf_clearance). Click here to register:


TLS fingerprinting alone isn't enough for modern bot protection. Hyper Solutions provides the missing piece - API endpoints that generate valid antibot tokens for:

Akamai • DataDome • Kasada • Incapsula

No browser automation. Just simple API calls that return the exact cookies and headers these systems require.

🚀 Get Your API Key | 📖 Docs | 💬 Discord


cloro: SERP and AI search API for Google, ChatGPT, Perplexity, Gemini, Copilot and Grok


Impersonate Suite

curl-cffi is part of the impersonate suite.

  • curl-impersonate. A curl distribution that impersonates browsers.
  • curl_cffi. Python binding to curl-impersonate.
  • brimp. Browser-impersonate, a lightweight browser
  • impers. Node.js binding to curl-impersonate.
  • impersonate.pro. Commercial support, more fingerprints and cloud offering.

Features

  • Supports JA3/TLS and http2 fingerprints impersonation, including recent browsers and custom fingerprints.
  • Much faster than requests/httpx, on par with aiohttp/pycurl, see benchmarks.
  • Mimics the requests API, no need to learn another one.
  • Pre-compiled, so you don't have to compile on your machine.
  • Supports asyncio with proxy rotation on each request.
  • Supports http 2.0, which requests does not.
  • Supports http 3.0, with fingerprints and udp proxy.
  • Supports websocket.
  • MIT licensed.
requests aiohttp httpx pycurl curl_cffi
http/2 ❌ ❌ ✅ ✅ ✅
http/3 ❌ ❌ ❌ ☑️1 ✅2
sync ✅ ❌ ✅ ✅ ✅
async ❌ ✅ ✅ ❌ ✅
websocket ❌ ✅ ❌ ❌ ✅
native retry ❌ ❌ ❌ ❌ ✅
fingerprints ❌ ❌ ❌ ❌ ✅
speed 🐇 🐇🐇 🐇 🐇🐇 🐇🐇

Notes:

  1. For pycurl, http/3 is usually disabled at compile time by default.
  2. http/3 support since v0.11.4, http/3 proxy and fingerprints since v0.15.0.

Install

pip install curl_cffi --upgrade

This should work on Linux, macOS and Windows out of the box.

On macOS, you can also install via Homebrew:

brew install lexiforest/tap/curl-cffi

To install beta releases:

pip install curl_cffi --upgrade --pre

To install unstable version from GitHub:

git clone https://github.com/lexiforest/curl_cffi/
cd curl_cffi
make preprocess
pip install .

Usage

curl_cffi comes with a low-level curl API and a high-level requests-like API. curl_cffi also bundles with a CLI called curl-cffi.

CLI

Since v0.15, curl_cffi comes with a CLI called curl-cffi, you can use it for debugging a certain url with the --impersonate option. It can also serve as a web_fetch replacement for "agents".

curl-cffi get tls.browserleaks.com/json

# curl-cffi can be hard to type, use an alias if you want
alias imp=curl-cffi
imp get tls.browserleaks.com/json --impersonate chrome

For a complete CLI guide, see docs.

requests-like

import curl_cffi

# Notice the impersonate parameter
r = curl_cffi.get("https://tls.browserleaks.com/json", impersonate="chrome")

print(r.json())
# output: {..., "ja3n_hash": "aa56c057ad164ec4fdcb7a5a283be9fc", ...}
# the js3n fingerprint should be the same as target browser

# To keep using the latest browser version as `curl_cffi` updates,
# simply set impersonate="chrome" without specifying a version.
# Other similar values are: "safari" and "safari_ios"
r = curl_cffi.get("https://tls.browserleaks.com/json", impersonate="chrome")

# Use http/3 with impersonation
r = curl_cffi.get(
    "https://fp.impersonate.pro/api/http3",
    http_version="v3",
    impersonate="chrome"
)

# To pin a specific version, use version numbers together.
r = curl_cffi.get("https://tls.browserleaks.com/json", impersonate="chrome124")

# To impersonate other than browsers, bring your own ja3/akamai strings
# See examples directory for details.
r = curl_cffi.get("https://tls.browserleaks.com/json", ja3=..., akamai=...)

# http/socks proxies are supported
proxies = {"https": "http://localhost:3128"}
r = curl_cffi.get("https://tls.browserleaks.com/json", impersonate="chrome", proxies=proxies)

proxies = {"https": "socks://localhost:3128"}
r = curl_cffi.get("https://tls.browserleaks.com/json", impersonate="chrome", proxies=proxies)

Sessions

s = curl_cffi.Session()

# httpbin is a http test website, this endpoint makes the server set cookies
s.get("https://httpbin.org/cookies/set/foo/bar")
print(s.cookies)
# <Cookies[<Cookie foo=bar for httpbin.org />]>

# retrieve cookies again to verify
r = s.get("https://httpbin.org/cookies")
print(r.json())
# {'cookies': {'foo': 'bar'}}

Supported impersonate browsers

curl_cffi supports the same browser versions preset as supported by our fork of curl-impersonate:

The open source version of curl_cffi includes versions when we are adding new capabilities for impersonating. If you see a version, e.g. chrome135, was skipped, it's simply because there's nothing new or we were busy at that time. You can simply impersonate it with your own headers and the previous browser target.

For a full list of preset fingerprints, see the curl-impersonate docs. We will no longer put duplicated and outdated info here.

If you don't want to look up the headers/etc by yourself, consider buying commercial support from impersonate.pro. We have comprehensive browser tls, http and JavaScript fingerprints database for almost all the browser versions on various platforms.

Since v0.15.1, you can use curl-cffi update to retrieve the latest fingerprints, without updating to a new version. We offer the Safari, Chrome, Firefox updates for free and others as part of the commercial plan.

The current number of fingerprints:

Preset Free Pro

To see the current list of fingerprints on your device, use the command line:

curl-cffi list

To update fingerprints from impersonate.pro, use the command line:

curl-cffi update

If you are trying to impersonate a target other than a browser, use ja3=..., akamai=..., extra_fp=..., and perk=... to specify your own customized fingerprints. See the docs on impersonation for details.

Asyncio

from curl_cffi import AsyncSession

async with AsyncSession() as s:
    r = await s.get("https://example.com")

More concurrency:

import asyncio
from curl_cffi import AsyncSession

urls = [
    "https://google.com/",
    "https://facebook.com/",
    "https://twitter.com/",
]

async with AsyncSession() as s:
    tasks = []
    for url in urls:
        task = s.get(url)
        tasks.append(task)
    results = await asyncio.gather(*tasks)

For low-level APIs, Scrapy integration and other advanced topics, see the docs for more details.

WebSockets

from curl_cffi import WebSocket

def on_message(ws: WebSocket, message: str | bytes):
    print(message)

ws = WebSocket(on_message=on_message)
ws.run_forever("wss://api.gemini.com/v1/marketdata/BTCUSD")

Asyncio WebSockets

import asyncio
from curl_cffi import AsyncSession

async with AsyncSession() as session:
    async with session.ws_connect("wss://echo.websocket.org") as ws:
        await asyncio.gather(*[ws.send_str("Hello, World!") for _ in range(10)])
        async for message in ws:
            print(message)

See the WebSocket docs for full details and advanced options.

Ecosystem

Acknowledgement

  • Originally forked from multippt/python_curl_cffi, which is under the MIT license.
  • Headers/Cookies files are copied from httpx, which is under the BSD license.
  • Asyncio support is inspired by Tornado's curl http client.
  • The synchronous WebSocket API is inspired by websocket_client.
  • The asynchronous WebSocket API is inspired by aiohttp.

Contributing

When submitting an PR, please use a different branch other than main and check the "Allow edits by maintainers" box, so I can update your PR with lint or style fixes. Thanks!

AI Policy

  • Using AI is neither encouraged nor discouraged, use it by your own choice.
  • The bottom line here is that every line of code should be reviewed by human, and should be proven to work.
  • It's not guaranteed that AI will come up with the cleanest solution, you are responsible to guide it to the right way you know.
  • Fix any lint errors, make sure your code follows the established convention in this project.
  • LLM tends to generate extensive or none comments, revise the comments and make sure they are concise and helpful.
  • It's absolutely not acceptable to generate the entire PR summary by LLM. To communicate with other human, use words from a human.
  • The only acceptable exception is to fix grammar issues if you are not a native English speaker.
  • The essence here is to keep Human in the loop

You can even feed the policy above to your "copilot" to let it adjust the style for you. :P

Frequently asked questions

Is curl_cffi free to use?

curl_cffi is open source under the MIT licence. There is no licence fee and no seat count — you can self-host it or, where the project offers one, pay a vendor for a managed version instead.

What does curl_cffi do?

Python binding for curl-impersonate fork via cffi. A http client that can impersonate browser tls/ja3/http2 fingerprints.

What is curl_cffi written in?

curl_cffi is primarily written in Python. Its source is publicly available at https://github.com/lexiforest/curl_cffi, and it has 6,812 GitHub stars.