A powerful AI-based library for solving reCAPTCHA challenges
Project description
Captcha AI Solver
Python library that solves reCAPTCHA v2 by replicating the challenge locally and using Wit.ai for audio transcription. Windows-only, requires admin privileges.
Features
- Replicates reCAPTCHA v2 by spoofing domains in hosts file
- Solves standard reCAPTCHA v2
- Uses Wit.ai API for audio challenge transcription
- Returns solution tokens for form submission
Installation
pip install captcha-ai-solver
Important Note
Windows Only - Requires Admin privileges (modifies hosts file when it needs to replicate the captcha environment and spoof the original website domain).
This library inputs captcha parameters and outputs solution tokens. For extracting parameters or applying tokens, see: this guide
Quick Start
from captcha_solver import solve_captcha
# Define captcha parameters
captcha_params = {
"website_url": "https://www.google.com/recaptcha/api2/demo",
"website_key": "6Le-wvkSAAAAAPBMRTvw0Q4Muexq9bi0DJwx_mJ-"
}
# solver configuration
solver_config = {
"wit_api_key": "YOUR_WIT_API_KEY", # NEEDED for recaptcha audio challenges
}
# Solve the captcha
result = solve_captcha(
captcha_type="recaptcha_v2",
captcha_params=captcha_params,
solver_config=solver_config
)
if result["success"]:
print(f"Captcha solved! Token: {result['token'][:30]}...")
# Use the token in your application
else:
print(f"Failed to solve captcha: {result['error']}")
Detailed Usage
Supported Captcha Types
Currently, the library supports:
RecaptchaV2: Standard reCAPTCHA v2
Captcha Parameters
For RecaptchaV2:
| Parameter | Type | Required | Description |
|---|---|---|---|
| website_url | string | Yes | URL of the website with the captcha |
| website_key | string | Yes | reCAPTCHA site key |
Solver Configuration
| Option | Type | Description |
|---|---|---|
| wit_api_key | string | API key for Wit.ai speech recognition (required for audio challenges) |
| download_dir | string | Directory for temporary files (default: "tmp") |
Return Value
The solve_captcha function returns a result object with the following properties:
| Property | Type | Description |
|---|---|---|
| success | boolean | Whether the solving was successful |
| token | string or null | The solved captcha token if successful, null otherwise |
| error | string or null | Error message if unsuccessful, null otherwise |
Example Script
The library includes an example script that demonstrates how to use it:
python example.py --website "https://example.com" --key "your-recaptcha-key"
How It Works
The library uses a combination of browser automation and AI-powered audio transcription to solve reCAPTCHA challenges:
- It replicates the reCAPTCHA challenge in a controlled environment
- For audio challenges, it uses AI to transcribe the audio
- It submits the answer and retrieves the verification token
- The token can then be used to bypass the captcha on the target website
Requirements
- Python 3.7+
- SeleniumBase
- Requests
- Python-dotenv
- Wit.ai API key (for audio challenges)
Disclaimer
This library is intended for legitimate testing, development, and automation purposes only. Please use responsibly and in accordance with the target website's terms of service.
Development Setup
If you want to contribute or modify the library, follow these steps to set up a development environment:
- Clone the repository:
git clone https://github.com/njraladdin/captcha-ai-solver.git
cd captcha-ai-solver
- Create and activate a virtual environment:
On Windows:
python -m venv venv
venv\Scripts\activate
On macOS/Linux:
python -m venv venv
source venv/bin/activate
- Install the dependencies in development mode:
python -m pip install -e .
- Install development dependencies (optional):
pip install -e ".[dev]"
- Create a
.envfile with your WIT.ai API key for audio challenges:
WIT_API_KEY=your_key_here
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