Integuru-AI/Integuru
Integuru
Integuru is a system of AI-driven agents and frameworks designed to document undocumented APIs and convert network traffic into automation scripts. It functions as a headless API automation framework that replaces browser-based tools with direct HTTP requests to increase throughput and reliability.
The project features an LLM-based reverse engineering agent that analyzes network traffic to discover internal APIs and a natural language integration engine that transforms text descriptions of workflows into sequences of valid API calls. It includes tools for extracting request and response formats to create precise technical specifications and converting captured session cookies into production-ready automation scripts.
The framework covers a broad range of capabilities including schema engineering, request-dependency graphing, and state-based logic mapping to handle complex application workflows. It also provides automated authentication management for session cookies and multi-factor verification to maintain access to protected portals.
Features
- Headless API Automation Frameworks - Provides a headless framework that executes direct HTTP requests instead of browser automation to increase execution speed and reliability.
- API Reverse Engineering - Analyzes network requests and session cookies to determine the exact sequence of endpoints required for a specific action.
- Natural Language Workflow Generators - Transforms natural language descriptions of workflows into executable sequences of valid API calls and network requests.
- API Request Translations - Converts human-readable descriptions of workflows into a sequence of production-ready HTTP requests and parameters.
- API Schema Mapping - Automatically mapping request and response formats from network traffic to document undocumented endpoints and data fields.
- Natural Language Automation - Convert natural language descriptions of desired data or workflows into production-ready API requests.
- Custom Platform Integrations - Creates custom connections to specific services to automate tasks without relying on official public APIs.
- Headless API Automation - Replacing slow browser-based RPA tools with direct HTTP requests to increase execution speed and reliability.
- Workflow Automation Scripts - Produces runnable scripts that replicate browser workflows by calling platform endpoints in the required sequence.
- Private API Wrappers - Creating custom connections to platforms by reverse engineering internal network traffic when no official public API is available.
- Natural Language Code Generators - Converting plain text descriptions of desired actions into production-ready HTTP requests and automation scripts.
- Session Management - Handles session cookies and multi-factor authentication flows to maintain persistent access to protected internal endpoints.
- API Reverse-Engineering Tools - Extracts request and response formats from network traffic to create specifications for undocumented API endpoints.
- Traffic-Based Reverse Engineering - Extracts request and response schemas by analyzing raw HTTP traffic to identify undocumented private API endpoints.
- Traffic-Based Schema Extraction - Automatically extracts precise request and response specifications from captured network traffic to document undocumented endpoints.
- Session and Cookie Automators - Handling session cookies and multi-factor authentication flows to maintain programmatic access to protected web portals.
- Schema-Driven Code Generators - Produces runnable automation scripts by transforming discovered API specifications into executable request sequences.
- HTTP Request Execution - Executes direct HTTP calls instead of browser automation to increase throughput and reliability.
- Network Dependency Mapping - Creates a dependency graph of network calls to identify the exact sequence needed to trigger a target action.
- Private API Automation Tools - Converts captured HTTP requests and session cookies into production-ready automation scripts for private platform integration.
- Session and MFA Automation - Manages session cookies and multi-factor authentication flows, including phone and email verification, to maintain access to protected portals.
- Application State Mapping - Identifies and maps various application states and branching paths to ensure automation handles real-world usage scenarios.
- Request Sequence Graphing - Maps the exact sequence of network calls and their dependencies to recreate complex application workflows.
- State-Driven Logic - Identifies branching paths and application states to ensure automation handles real-world edge cases and logic flows.
- API Schema Generation - Creates detailed specifications of request and response formats including precise definitions for every data field.
