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🗂️ Tool Directory

All interactive tools, demos, dashboards, and documentation in one place.

📖 Documentation

API Documentation

Core library API reference — classes, methods, and parameters

Architecture Guide

System design, module structure, and data flow

Getting Started

Installation, setup, and first integration walkthrough

Security Guide

Threat model, best practices, and hardening recommendations

API Reference (Markdown)

Full API reference in Markdown format

🎮 Interactive Demos

Interactive Demo

Try solving GIF CAPTCHAs live in the browser

Challenge Playground

Experiment with different challenge types and parameters

Workshop

Generate custom GIF CAPTCHAs with configurable settings

Bot or Human?

Interactive game testing human vs bot detection

Escape Room

Puzzle-based CAPTCHA escape room challenge

Speed Challenge Arena

Competitive speed-solving challenge mode

Daily Challenge

New CAPTCHA challenge every day

Streak Mode

How many consecutive CAPTCHAs can you solve?

Leaderboard

Top solvers and competitive rankings

Temporal Sequence Challenge

Time-based sequence recognition CAPTCHAs

Challenge Preview Gallery

Browse and preview all available challenge types

Embed Widget Generator

Generate embeddable CAPTCHA widgets for your site

📊 Dashboards & Monitoring

Operations Dashboard

Live operational metrics and system health overview

Effectiveness Dashboard

CAPTCHA solve rates, bot detection accuracy, and trends

Trust Score Dashboard

User trust scores and risk level distribution

Health Monitor

Real-time CAPTCHA system health and uptime tracking

Fleet Monitor

Multi-instance deployment monitoring

Compliance Dashboard

Regulatory compliance status and audit readiness

My Stats

Personal solving statistics and history

Solve Funnel

Conversion funnel from challenge presentation to solve

User Journey Map

Visualize user paths through the CAPTCHA flow

Incident Timeline

Historical incident tracking and post-mortems

Audit Log

Detailed audit trail of CAPTCHA events

🔬 Analysis & Research

Research Analysis

In-depth analysis of CAPTCHA effectiveness and attack vectors

Research Paper Generator

Generate formatted research papers from CAPTCHA data

Multi-Model Comparison

Compare different CAPTCHA models side by side

Competitive Analysis

How gif-captcha stacks up against alternatives

Cognitive Load Analyzer

Measure and optimize cognitive effort required to solve

Behavioral Biometrics Lab

Research interface for behavioral analysis during solving

Challenge Diversity Analyzer

Analyze the variety and distribution of challenge types

Entropy Analyzer

Measure randomness and unpredictability of generated CAPTCHAs

🛡️ Security & Threat Intelligence

Bypass Resistance Tester

Test CAPTCHA resistance against known attack patterns

AI Response Simulator

Simulate AI/ML attacks against your CAPTCHAs

Bot Signature Database

Known bot fingerprints and behavioral signatures

Attack Pattern Predictor

ML-based prediction of emerging attack vectors

Defense Strategist

AI-guided defense configuration recommendations

Threat Intelligence Feed

Live threat intelligence and emerging risk alerts

Fingerprint Explorer

Explore browser and device fingerprinting data

Fraud Ring Visualizer

Network graph visualization of coordinated fraud

Forensic Investigator

Deep-dive forensic analysis of suspicious sessions

Fleet Orchestrator

Autonomous multi-CAPTCHA deployment with traffic monitoring and strategy rotation

Honeypot Designer

Design and deploy CAPTCHA honeypot traps

Genetic Arms Race

Evolutionary simulation of attacker vs defender

Immune System

Adaptive defense system inspired by biological immunity

Swarm Intelligence

Swarm-based distributed CAPTCHA defense

Cognitive Fingerprint

Behavioral biometric fingerprinting from solving patterns — cookieless solver classification

Trust Network

Session trust graph with Sybil attack detection and autonomous trust propagation

⚙️ Configuration & Operations

Configuration Wizard

Step-by-step CAPTCHA configuration builder

Integration Wizard

Guided integration for popular frameworks and platforms

Challenge Designer

Visual challenge design and customization tool

Theme Builder

Customize CAPTCHA appearance and branding

Rotation Scheduler

Schedule automatic challenge type rotation

Difficulty Curve Planner

Plan and visualize difficulty progression

Adaptive Difficulty Engine

Real-time difficulty adjustment based on user behavior

Decay Simulator

Model CAPTCHA effectiveness decay over time with shelf-life estimation and rotation planning

A/B Testing Configurator

Set up and manage CAPTCHA A/B experiments

Queue Manager

Manage CAPTCHA generation and validation queues

Rate Limiter Simulator

Configure and test rate limiting policies

Cost Calculator

Estimate infrastructure and operational costs

📈 Performance & Testing

Response Time Benchmark

Benchmark CAPTCHA generation and validation speed

Response Time Analyzer

Detailed response time distribution and percentiles

Performance Profiler

Profile CPU, memory, and rendering performance

Load Tester

Simulate high-traffic scenarios and stress test

Batch Validator

Bulk CAPTCHA validation and batch processing

Interaction Heatmap

Visualize user interaction patterns with heatmaps

Solve Time Histogram

Distribution of solve times across user segments

Frame Inspector

Inspect individual GIF frames and animation timing

Accessibility Audit

WCAG compliance audit and accessibility testing

User Feedback Collector

Collect and analyze user feedback on CAPTCHA experience

Geo Risk Map

Geographic distribution of risk levels and attacks