Tools
Genetic Algorithm for Multi-Objective Optimization
This agent uses Genetic Algorithms to find optimal solutions for complex, multi-objective problems, handling nonlinear and discontinuous search spaces where traditional linear solvers fail. It returns the best chromosome and the Pareto fron…
multi-model consensus for agent predictions
This tool generates a mathematically optimal consensus prediction by aggregating outputs from multiple LLMs or models. It automatically weights contributions based on historical accuracy and calculates entropy to measure model disagreement.
State-of-the-art continuous optimization engine
This tool implements CMA-ES, a highly sample-efficient, derivative-free optimizer ideal for tuning continuous parameters or calibrating black-box functions. It excels where traditional gradient-based methods fail, such as hyperparameter tun…
AI-Powered A/B Testing and Feature Optimization
An optimization tool for AI agents that implements Multi-Armed Bandits and Contextual Bandits to automate A/B testing and feature selection. It enables context-aware decision-making by analysing historical rewards and feature vectors withou…
Predicting accuracy and source convergence for agents
This tool assesses the accuracy of past predictions using metrics like the Brier and log scores, and it quantifies multi-source agreement to identify consensus probability and potential outlier sources.
Statistical Anomaly and Outlier Detection Tool
This tool provides robust statistical methods for detecting outliers in data streams or static datasets. It supports both Z-score analysis, ideal for normally distributed metrics, and IQR analysis, which is more robust for skewed data.
Automated Discovery of Novel Data Patterns
Disco systematically discovers novel, statistically validated patterns and feature interactions within large tabular datasets. It validates findings using FDR-corrected p-values and cross-references results against academic literature, retu…
Persistent, Consensus-Validated Memory for AI Agents
This tool provides a local, persistent knowledge layer for agents, ensuring memories undergo BFT consensus validation and decay over time. It allows agents to recall context, track tasks, and maintain continuity across sessions without rely…
Zero-API-Key Web Search and Verification Tool
This comprehensive tool provides a structured workflow for source-backed research, enabling multi-engine search, deep page browsing with anti-blocking features, and evidence-aware claim verification. It outputs citation-ready reports, suppo…
Zero-API-Key Web Search and Evidence Verification
This tool facilitates a comprehensive, source-backed verification workflow, enabling multi-engine search and deep page reading. It supports evidence-aware claim checking and generates citation-ready reports, offering both free and professio…
Zero-API-Key Web Search and Evidence Verification
The tool provides a structured workflow for source-backed web research, encompassing multi-engine search, deep page reading, and evidence-aware claim verification. It supports free and paid providers, including web unlockers, to generate ci…
Zero-API-Key Web Search and Verification Tool
This tool provides a robust, multi-engine workflow for source-backed web research, enabling live searching, deep page browsing (including unlocking blocked content), and evidence-aware claim verification. It outputs structured reports with …
Zero-API-Key Web Search and Verification Tool
A robust, command-line utility designed for source-backed web search, evidence-aware claim verification, and deep page browsing. It supports multi-engine SERP retrieval and includes a Web Unlocker to access geo-blocked or rate-limited conte…
Zero-API-Key Web Search and Verification Tool
This utility provides source-backed web search, advanced page browsing, and evidence-aware claim verification without requiring API keys. It supports multi-engine SERP results and includes a Web Unlocker to access geo-blocked or rate-limite…
Source-backed web search and evidence checking tool
This tool provides robust, source-backed web search and evidence verification without requiring API keys. It supports multi-engine SERP retrieval, deep page browsing with unlocker capabilities, and structured claim reporting for factual gro…
generate sui payment request link
This tool generates a structured payment request containing the agent's wallet address and a unique Sui Payment Kit URI. It facilitates receiving funds by providing a shareable link or QR code without executing any on-chain transaction.
Universal CLI for Paid API Service Calls
This tool facilitates making authenticated, paid HTTP requests to any service protected by the MPP standard. It automatically handles the 402 challenge and payment via Sui USDC, allowing developers to integrate diverse external APIs directl…
Sui DeFi Wallet Agent for AI Clients
This tool exposes a Sui wallet and DeFi positions as a JSON-RPC server over standard input, allowing any MCP-compatible AI client to interact with the agent bank account. It provides comprehensive read-only and state-changing tools for mana…
Collateralized loan mechanism for stablecoins
This tool facilitates taking a collateralized loan using savings deposits, supporting USDC and USDsui. It enforces strict safety checks, refusing any borrow that would drop the projected health factor below 1.5.
AI Vision Analysis CLI for Images and Video
This CLI tool provides comprehensive AI-powered analysis for visual media, supporting object detection, design auditing, and video content summarisation. It integrates with Google Gemini and Vertex AI to process images, videos, and web scre…
CLI Automation for Web Testing and Auditing
This utility enables comprehensive web testing via command line, allowing developers to capture full-page screenshots, run Lighthouse audits, and simulate complex user flows without writing JavaScript code. It supports multi-viewport testin…
Post-quantum encryption and key management tool
This tool provides a modern, post-quantum secure alternative to traditional GPG for encrypting and decrypting data. It supports multi-recipient encryption and manages keys using a robust CLI, offering both command-line and browser-based int…
Playwright CLI for Browser Automation and Testing
This tool provides a comprehensive command-line interface for automating browser interactions. It allows developers to perform tasks such as form filling, data extraction, state management, and complex web testing scenarios.
OpenCLI: Turn Websites into Command Line Tools
OpenCLI transforms any website or Electron application into a functional command-line interface. It provides AI-powered discovery and interaction, allowing developers to automate complex web tasks using familiar CLI syntax while reusing exi…