Universal CAPTCHA Solver for humans

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Project description

Unicaps

Unicaps is a unified Python API for CAPTCHA solving services.

⚠ PLEASE NOTE
⚠ A solving service API key is required to use this package!
⚠ The list of the supported services you can find in the table below.

Key Features

A unified Python interface that is independent of the service used
Uses native service protocol/endpoints (eg, no needs in patching hosts file)
Has both synchronous and asynchronous client
Supports 10 types of CAPTCHAs
Supports 7 CAPTCHA solving services
Written Pythonic way and is intended for humans

Installation

pip install -U unicaps

Simple Usage Example

>>> from unicaps import CaptchaSolver, CaptchaSolvingService
>>> solver = CaptchaSolver(CaptchaSolvingService.TWOCAPTCHA, api_key="<PLACE_YOUR_API_KEY_HERE>")
>>> solver.get_balance()
2.84161
>>> solved = solver.solve_image_captcha(open("captcha.jpg", "rb"), is_phrase=False, is_case_sensitive=True)
>>> solved.solution.text
'w93Bx'
>>> solved.cost
0.00078
>>> solved.report_good()
True

Asynchronous Example

import asyncio
from pathlib import Path
from unicaps import AsyncCaptchaSolver, CaptchaSolvingService

API_KEY = '<PLACE_YOUR_API_KEY_HERE>'

async def main():
    async with AsyncCaptchaSolver(CaptchaSolvingService.TWOCAPTCHA, API_KEY) as solver:
        solved = await solver.solve_image_captcha(
            Path("captcha.jpg"),
            is_phrase=False,
            is_case_sensitive=True
        )
        print(f'CAPTCHA text: {solved.solution.text}')
        await solved.report_good()

if __name__ == '__main__':
    asyncio.run(main())

Supported CAPTCHAs / Services

CAPTCHA➡ \ Service⬇	Image	Text	reCAPTCHA v2	reCAPTCHA v3	FunCaptcha	KeyCAPTCHA	Geetest	Geetest v4	hCaptcha	Capy
2captcha.com	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅
anti-captcha.com	✅	❌	✅	✅	✅	❌	✅	✅	✅	❌
azcaptcha.com	✅	❌	✅	✅	✅	❌	❌	❌	✅	❌
captcha.guru	✅	❌	✅	✅	❌	❌	✅	❌	✅	❌
cptch.net	✅	❌	✅	✅	❌	❌	❌	❌	❌	❌
deathbycaptcha.com	✅	❌	✅	✅	✅	❌	❌	❌	✅	❌
rucaptcha.com	✅	✅	✅	✅	✅	✅	✅	✅	✅	✅

Image CAPTCHA

Service	Regular	Case Sensitive	Phrase	Numbers only	Letters only	Math	Length	Language	Comment for worker
2captcha.com	✅	✅	✅	✅	✅	✅	✅	Cyrillic/Latin	✅
anti-captcha.com	✅	✅	✅	✅	✅	✅	✅	Latin	✅
azcaptcha.com	✅	❌	❌	❌	❌	❌	❌	Latin	✅
captcha.guru	✅	❌	❌	❌	❌	❌	❌	Latin	✅
cptch.net	✅	❌	❌	❌	❌	❌	❌	Cyrillic/Latin	❌
deathbycaptcha.com	✅	❌	❌	❌	❌	❌	❌	Latin	❌
rucaptcha.com	✅	✅	✅	✅	✅	✅	✅	Cyrillic/Latin	✅

Text CAPTCHA

What is this?

Text Captcha is a type of captcha that is represented as text and doesn't contain images. Usually you have to answer a question to pass the verification. For example: "If tomorrow is Saturday, what day is today?".

Service	Language
2captcha.com	English, Russian
anti-captcha.com	❌
azcaptcha.com	❌
captcha.guru	❌
cptch.net	❌
deathbycaptcha.com	❌
rucaptcha.com	English, Russian

reCAPTCHA v2

Service	Regular	Invisible	Enterprise	Google service¹	Proxy²	Cookies³	User-Agent⁴
2captcha.com	✅	✅	✅	✅	✅	✅	✅
anti-captcha.com	✅	✅	✅	✅	✅	✅	✅
azcaptcha.com	✅	✅	❌	✅	✅	✅	✅
captcha.guru	✅	✅	❌	✅	✅	✅	✅
cptch.net	✅	✅	❌	❌	❌	❌	❌
deathbycaptcha.com	✅	✅	❌	✅	✅	❌	❌
rucaptcha.com	✅	✅	✅	✅	✅	✅	✅

¹ Support of solving reCAPTCHA on Google services (e.g. Google Search)
² Support of solving via proxy server
³ Support of passing custom cookies
⁴ Support of passing custom User-Agent header

reCAPTCHA v3

Service	Regular	Enterprise	Proxy	Cookies	User-Agent
2captcha.com	✅	✅	❌	❌	❌
anti-captcha.com	✅	✅	❌	❌	❌
azcaptcha.com	✅	❌	✅	❌	❌
captcha.guru	✅	❌	✅	✅	✅
cptch.net	✅	❌	❌	❌	❌
deathbycaptcha.com	✅	❌	✅	❌	❌
rucaptcha.com	✅	✅	❌	❌	❌

FunCaptcha (Arkose Labs)

Service	Regular	Data (BLOB)	Proxy	Cookies	User-Agent
2captcha.com	✅	✅	✅	❌	✅
anti-captcha.com	✅	✅	✅	❌	✅
azcaptcha.com	✅	✅	✅	❌	✅
captcha.guru	❌	❌	❌	❌	❌
cptch.net	❌	❌	❌	❌	❌
deathbycaptcha.com	✅	❌	✅	❌	❌
rucaptcha.com	✅	✅	✅	❌	✅

KeyCAPTCHA

Service	Regular	Proxy	Cookies	User-Agent
2captcha.com	✅	❌	❌	❌
anti-captcha.com	❌	❌	❌	❌
azcaptcha.com	❌	❌	❌	❌
captcha.guru	❌	❌	❌	❌
cptch.net	❌	❌	❌	❌
deathbycaptcha.com	❌	❌	❌	❌
rucaptcha.com	✅	❌	❌	❌

Geetest

Service	Regular	API server	GetLib	Proxy	Cookies	User-Agent
2captcha.com	✅	✅	❌	✅	❌	✅
anti-captcha.com	✅	✅	✅	✅	❌	✅
azcaptcha.com	❌	❌	❌	❌	❌	❌
captcha.guru	✅	❌	❌	✅	❌	❌
cptch.net	❌	❌	❌	❌	❌	❌
deathbycaptcha.com	❌	❌	❌	❌	❌	❌
rucaptcha.com	✅	✅	❌	✅	❌	✅

Geetest v4

Service	Regular	Proxy	Cookies	User-Agent
2captcha.com	✅	✅	❌	✅
anti-captcha.com	✅	✅	❌	✅
azcaptcha.com	❌	❌	❌	❌
captcha.guru	❌	❌	❌	❌
cptch.net	❌	❌	❌	❌
deathbycaptcha.com	❌	❌	❌	❌
rucaptcha.com	✅	✅	❌	✅

hCaptcha

Service	Regular	Invisible	Custom Data	Proxy	Cookies	User-Agent
2captcha.com	✅	✅	✅	✅	❌	✅
anti-captcha.com	✅	✅	❌	✅	❌	✅
azcaptcha.com	✅	❌	❌	✅	❌	❌
captcha.guru	✅	❌	❌	✅	❌	❌
cptch.net	❌	❌	❌	❌	❌	❌
deathbycaptcha.com	✅	❌	❌	✅	❌	❌
rucaptcha.com	✅	✅	✅	✅	❌	✅

Capy Puzzle

Service	Regular	API server	Proxy	Cookies	User-Agent
2captcha.com	✅	✅	✅	❌	❌
anti-captcha.com	❌	❌	❌	❌	❌
azcaptcha.com	❌	❌	❌	❌	❌
captcha.guru	❌	❌	❌	❌	❌
cptch.net	❌	❌	❌	❌	❌
deathbycaptcha.com	❌	❌	❌	❌	❌
rucaptcha.com	✅	✅	✅	❌	❌

Supported Proxy types

Service	HTTP	HTTPS	SOCKS 4	SOCKS 5
2captcha.com	✅	✅	✅	✅
anti-captcha.com	✅	✅	✅	✅
azcaptcha.com	✅	✅	✅	✅
captcha.guru	✅	✅	✅	✅
cptch.net	❌	❌	❌	❌
deathbycaptcha.com	✅	❌	❌	❌
rucaptcha.com	✅	✅	✅	✅

How to...

Common

Get balance

from unicaps import CaptchaSolver, CaptchaSolvingService

# init captcha solver
with CaptchaSolver(CaptchaSolvingService.ANTI_CAPTCHA, "<PLACE YOUR API KEY HERE>") as solver:
    balance = solver.get_balance()

Get service status (is the service is up?)

from unicaps import CaptchaSolver, CaptchaSolvingService

# init captcha solver
with CaptchaSolver(CaptchaSolvingService.ANTI_CAPTCHA, "<PLACE YOUR API KEY HERE>") as solver:
    # get status of the service (True - everything is Okay, False - probably the service is down)
    status = solver.get_status()

Get technical details after solving

from unicaps import CaptchaSolver, CaptchaSolvingService

# init captcha solver and solve the captcha
with CaptchaSolver(CaptchaSolvingService.ANTI_CAPTCHA, "<PLACE YOUR API KEY HERE>") as solver:
    solved = solver.solve_...(...)

    # get cost of the solving
    cost = solved.cost

    # get cookies (if any)
    cookies = solved.cookies

    # report good captcha
    solved.report_good()

    # report bad captcha
    solved.report_bad()

    # get solving start time
    start_time = solved.start_time

    # get solving end time
    end_time = solved.end_time

CAPTCHAs

Solve Image CAPTCHA

import pathlib

from unicaps import CaptchaSolver, CaptchaSolvingService
from unicaps.common import CaptchaCharType, CaptchaAlphabet

# image file: it can be a Path, file-object or bytes.
image_file = pathlib.Path(r'/tmp/captcha.png')

# init captcha solver
with CaptchaSolver(CaptchaSolvingService.TWOCAPTCHA, "<PLACE YOUR API KEY HERE>") as solver:
    # solve CAPTCHA
    solved = solver.solve_image_captcha(
        image=image_file,
        char_type=CaptchaCharType.ALPHA,  # optional
        is_phrase=False,  # optional
        is_case_sensitive=True,  # optional
        is_math=False,  # optional
        min_len=4,  # optional
        max_len=6,  # optional
        alphabet=CaptchaAlphabet.LATIN,  # optional
        comment='Type RED letters only'  # optional
    )
    # get CAPTCHA text
    token = solved.solution.text

Solve reCAPTCHA v2

from unicaps import CaptchaSolver, CaptchaSolvingService

# get page URL and site_key from your page
page_url = ...
site_key = ...

# init captcha solver
with CaptchaSolver(CaptchaSolvingService.TWOCAPTCHA, "<PLACE YOUR API KEY HERE>") as solver:
    # solve CAPTCHA
    solved = solver.solve_recaptcha_v2(
        site_key=site_key,
        page_url=page_url,
        data_s='<data-s value>',  # optional
        api_domain='<"google.com" or "recaptcha.net">'  # optional
    )
    # get response token
    token = solved.solution.token

Solve reCAPTCHA v2 Invisible

from unicaps import CaptchaSolver, CaptchaSolvingService

# get page url and site_key from your page
page_url = ...
site_key = ...

# init captcha solver
with CaptchaSolver(CaptchaSolvingService.TWOCAPTCHA, "<PLACE YOUR API KEY HERE>") as solver:
    # solve CAPTCHA
    solved = solver.solve_recaptcha_v2(
        site_key=site_key,
        page_url=page_url,
        is_invisible=True,
        data_s='<data-s value>',  # optional
        api_domain='<"google.com" or "recaptcha.net">'  # optional
    )
    # get response token
    token = solved.solution.token

Solve reCAPTCHA v2 Enterprise

from unicaps import CaptchaSolver, CaptchaSolvingService

# get page URL, site_key and data_s from your page
page_url = ...
site_key = ...
data_s = ...

# init captcha solver
with CaptchaSolver(CaptchaSolvingService.TWOCAPTCHA, "<PLACE YOUR API KEY HERE>") as solver:
    # solve CAPTCHA
    solved = solver.solve_recaptcha_v2(
        site_key=site_key,
        page_url=page_url,
        is_enterprise=True,
        data_s=data_s,  # optional
        api_domain='<"google.com" or "recaptcha.net">'  # optional
    )
    # get response token
    token = solved.solution.token

Solve reCAPTCHA v3

from unicaps import CaptchaSolver, CaptchaSolvingService

# get CAPTCHA params from the target page/site
page_url = ...
site_key = ...
action = ...
min_score = 0.7

# init captcha solver
with CaptchaSolver(CaptchaSolvingService.TWOCAPTCHA, "<PLACE YOUR API KEY HERE>") as solver:
    # solve CAPTCHA
    solved = solver.solve_recaptcha_v3(
        site_key=site_key,
        page_url=page_url,
        action=action,  # optional
        min_score=min_score,  # optional
        api_domain='<"google.com" or "recaptcha.net">'  # optional
    )
    # get response token
    token = solved.solution.token

Solve reCAPTCHA v3 Enterprise

from unicaps import CaptchaSolver, CaptchaSolvingService

# get CAPTCHA params from the target page/site
page_url = ...
site_key = ...
action = ...
min_score = 0.7

# init captcha solver
with CaptchaSolver(CaptchaSolvingService.TWOCAPTCHA, "<PLACE YOUR API KEY HERE>") as solver:
    # solve CAPTCHA
    solved = solver.solve_recaptcha_v3(
        site_key=site_key,
        page_url=page_url,
        is_enterprise=True,
        action=action,  # optional
        min_score=min_score,  # optional
        api_domain='<"google.com" or "recaptcha.net">'  # optional
    )
    # get response token
    token = solved.solution.token

Solve hCaptcha

from unicaps import CaptchaSolver, CaptchaSolvingService

# get CAPTCHA params from the target page/site
page_url = ...
site_key = ...

# init captcha solver
with CaptchaSolver(CaptchaSolvingService.TWOCAPTCHA, "<PLACE YOUR API KEY HERE>") as solver:
    # solve CAPTCHA
    solved = solver.solve_hcaptcha(
        site_key=site_key,
        page_url=page_url,
        api_domain=<"hcaptcha.com" or "js.hcaptcha.com">  # optional
    )
    # get response token
    token = solved.solution.token

Solve hCaptcha Invisible

from unicaps import CaptchaSolver, CaptchaSolvingService

# get CAPTCHA params from the target page/site
page_url = ...
site_key = ...

# init captcha solver
with CaptchaSolver(CaptchaSolvingService.TWOCAPTCHA, "<PLACE YOUR API KEY HERE>") as solver:
    # solve CAPTCHA
    solved = solver.solve_hcaptcha(
        site_key=site_key,
        page_url=page_url,
        is_invisible=True,
        api_domain=<"hcaptcha.com" or "js.hcaptcha.com">  # optional
    )
    # get response token
    token = solved.solution.token

Solve FunCaptcha

from unicaps import CaptchaSolver, CaptchaSolvingService

# get CAPTCHA params from the target page/site
public_key = ...
page_url = ...

# init captcha solver
with CaptchaSolver(CaptchaSolvingService.TWOCAPTCHA, "<PLACE YOUR API KEY HERE>") as solver:
    # solve CAPTCHA
    solved = solver.solve_funcaptcha(
        public_key=public_key,
        page_url=page_url,
        service_url='<value of surl parameter>',  # optional
        blob='<value of data[blob] parameter>'  # optional
    )
    # get response token
    token = solved.solution.token

Solve KeyCaptcha

from unicaps import CaptchaSolver, CaptchaSolvingService

# get CAPTCHA params from the target page/site
page_url = ...
user_id = ...
session_id = ...
ws_sign = ...
ws_sign2 = ...

# init captcha solver
with CaptchaSolver(CaptchaSolvingService.TWOCAPTCHA, "<PLACE YOUR API KEY HERE>") as solver:
    # solve CAPTCHA
    solved = solver.solve_keycaptcha(
        page_url=page_url,
        user_id=user_id,
        session_id=session_id,
        ws_sign=ws_sign,
        ws_sign2=ws_sign2
    )
    # get response token
    token = solved.solution.token

Solve Geetest

from unicaps import CaptchaSolver, CaptchaSolvingService

# get CAPTCHA params from the target page/site
page_url = ...
gt_key = ...
challenge = ...

# init captcha solver
with CaptchaSolver(CaptchaSolvingService.TWOCAPTCHA, "<PLACE YOUR API KEY HERE>") as solver:
    # solve CAPTCHA
    solved = solver.solve_geetest(
        page_url=page_url,
        gt_key=gt_key,
        challenge=challenge,
        api_server='<value of api_server parameter>'  # optional
    )
    # get response token
    token = solved.solution.token

Solve Geetest v4

from unicaps import CaptchaSolver, CaptchaSolvingService

# get CAPTCHA params from the target page/site
page_url = ...
captcha_id = ...

# init captcha solver
with CaptchaSolver(CaptchaSolvingService.TWOCAPTCHA, "<PLACE YOUR API KEY HERE>") as solver:
    # solve CAPTCHA
    solved = solver.solve_geetest_v4(
        page_url=page_url,
        captcha_id=captcha_id
    )

    # get solution data
    lot_number = solved.solution.lot_number
    pass_token = solved.solution.pass_token
    gen_time = solved.solution.gen_time
    captcha_output = solved.solution.captcha_output

Solve Capy Puzzle

from unicaps import CaptchaSolver, CaptchaSolvingService

# get CAPTCHA params from the target page/site
site_key = ...
page_url = ...

# init captcha solver
with CaptchaSolver(CaptchaSolvingService.TWOCAPTCHA, "<PLACE YOUR API KEY HERE>") as solver:
    # solve CAPTCHA
    solved = solver.solve_capy_puzzle(
        site_key=site_key,
        page_url=page_url,
        api_server='<for example "https://api.capy.me">',  # optional
        challenge_type='<"puzzle" or "avatar">'  # optional
    )

    # get solution data
    captchakey = solved.solution.captchakey
    challengekey = solved.solution.challengekey
    answer = solved.solution.answer

Solve a text CAPTCHA

from unicaps import CaptchaSolver, CaptchaSolvingService
from unicaps.common import CaptchaAlphabet, WorkerLanguage

# init captcha solver
with CaptchaSolver(CaptchaSolvingService.TWOCAPTCHA, "<PLACE YOUR API KEY HERE>") as solver:
    # solve CAPTCHA
    solved = solver.solve_text_captcha(
        text='Si mañana es domingo, ¿qué día es hoy?',
        alphabet=CaptchaAlphabet.LATIN,  # optional
        language=WorkerLanguage.SPANISH  # optional
    )

    # get answer
    answer = solved.solution.text  # Sábado

Error handling

Catch exceptions

from unicaps import CaptchaSolver, CaptchaSolvingService, exceptions

# init captcha solver
with CaptchaSolver(CaptchaSolvingService.TWOCAPTCHA, "<PLACE YOUR API KEY HERE>") as solver:
    # solve CAPTCHA
    try:
        solved = solver.solve_recaptcha_v2(
            site_key=site_key,
            page_url=page_url
        )
    except exceptions.AccessDeniedError:  # wrong API key or the current IP is banned
        pass
    except exceptions.LowBalanceError:  # low balance
        pass
    except exceptions.ServiceTooBusy:  # no available slots to solve CAPTCHA
        pass
    except exceptions.SolutionWaitTimeout:  # haven't received a solution within N minutes
        pass
    except exceptions.TooManyRequestsError:  # request limit exceeded
        pass
    except exceptions.BadInputDataError:  # bad CAPTCHA data (bad image, wrong URL, etc.)
        pass
    except exceptions.UnableToSolveError:  # CAPTCHA unsolvable
        pass
    except exceptions.ProxyError:  # bad proxy
        pass
    except exceptions.NetworkError:  # network connection error
        pass
    else:
        # get response token
        token = solved.solution.token

Misc

Create a task and wait for the result

from unicaps import CaptchaSolver, CaptchaSolvingService
from unicaps.captcha import RecaptchaV2

# get page URL and site_key from your page
page_url = ...
site_key = ...

# init captcha solver
with CaptchaSolver(CaptchaSolvingService.TWOCAPTCHA, "<PLACE YOUR API KEY HERE>") as solver:
    # create a task
    task = solver.create_task(
        RecaptchaV2(site_key, page_url)
    )

    # print task ID
    print(task.task_id)

    # wait for task to be completed
    solved = task.wait()

    # get response token
    token = solved.solution.token

Add proxy, cookies and User-Agent

from unicaps import CaptchaSolver, CaptchaSolvingService
from unicaps.proxy import ProxyServer

# get page URL and site_key from your page
page_url = ...
site_key = ...
proxy = 'http://user:password@domain.com:8080'
user_agent = '<USER AGENT STRING>'
cookies = {'name': 'value', ...}

# init captcha solver
with CaptchaSolver(CaptchaSolvingService.TWOCAPTCHA, "<PLACE YOUR API KEY HERE>") as solver:
    # solve CAPTCHA
    solved = solver.solve_recaptcha_v2(
        site_key=site_key,
        page_url=page_url,
        proxy=ProxyServer(proxy),
        user_agent=user_agent,
        cookies=cookies
    )
    # get response token
    token = solved.solution.token

Real-life code examples

Examples

Project details

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Project links

Homepage

Release history Release notifications | RSS feed

1.3.0

Feb 29, 2024

This version

1.2.2

Sep 29, 2023

1.2.1

Mar 13, 2023

1.2.0

Oct 9, 2022

1.1.0

Oct 8, 2022

1.0.0

Sep 2, 2022

1.0.0rc2 pre-release

Sep 2, 2022

1.0.0rc1 pre-release

Sep 1, 2022

0.5.1

Sep 3, 2021

0.4.0

Jul 23, 2021

0.3.2

Jul 21, 2021

0.3.1

Jul 20, 2021

0.3.0

Jul 29, 2020

0.2.0

Jul 28, 2020

0.1.0

Jul 27, 2020

0.0.5

Jul 27, 2020

0.0.4

Jul 27, 2020

0.0.3

Jul 27, 2020

0.0.2

Jul 27, 2020

0.0.1

Jul 27, 2020

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unicaps 1.2.2

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