Tools
Interact with Internet Archive via CLI
This tool facilitates comprehensive interaction with the Internet Archive (archive.org) using the dedicated ia CLI. It allows developers to search the catalog, upload files, and manage metadata, handling various content derivatives like vid…
Generate Cloud Service and SaaS Agreements
This tool generates and populates various cloud service and SaaS contract templates, including MSAs, SLAs, and AI-specific clauses, producing signable DOCX files. It supports both remote MCP rendering and local CLI execution, adhering to st…
Strike Banking Operations Toolkit
This tool provides comprehensive access to Strike's banking infrastructure, enabling complex financial flows such as ACH deposits, payouts, and wire transfers. It manages multi-currency transactions and requires careful confirmation due to …
Scaffolding new Model Communication Protocol tools
This utility provides a comprehensive guide and boilerplate structure for developing new Model Communication Protocol (MCP) tools. It details the necessary steps, including class definition, service injection, and DI registration, ensuring …
Deploy MCP servers to Vinkius Edge runtime
This CLI tool bundles, compresses, and deploys MCP servers to Vinkius Edge, ensuring compatibility with V8 Isolates. It handles the entire deployment pipeline, including configuration resolution and adherence to edge constraints like explic…
ShopGraph E-commerce Product Data Extraction
An MCP server for extracting structured product information from e-commerce URLs or raw HTML using Schema.org and LLM-powered extraction. It provides per-field confidence scores and supports configurable confidence thresholds for high-relia…
search console api management and diagnostics tool
This tool provides expert management capabilities for the Search Console MCP server, enabling agents to configure, troubleshoot, and query performance data from Google, Bing, and GA4. It supports advanced account boundary management and det…
QuantOracle Quantitative Finance MCP Server
An MCP server providing 63 deterministic quantitative finance calculators and 10 composite workflows for complex financial modelling. It supports options pricing, risk metrics, portfolio optimisation, and Monte Carlo simulations via JSON-ba…
iOS Safari Debugging Proxy and Toolkit
This tool facilitates deep inspection and debugging of Safari tabs on connected iOS devices using the ios-webkit-debug-proxy. It provides comprehensive capabilities for DOM manipulation, network monitoring, script evaluation, and performanc…
CLI for discovering and calling MCP tools
This CLI allows developers to discover and invoke tools exposed by Model Context Protocol (MCP) servers from the command line. It supports multiple server targets, including HTTP endpoints and local files, while automatically handling compl…
Universal Content Extraction and Summarization Tool
This utility extracts text content from a wide array of sources, including URLs, PDFs, media files, and web pages. It supports advanced features like structured data extraction and LLM-powered summarisation.
ThumbGate: Safety guardrails for AI agents
ThumbGate provides pre-action gates for AI coding agents by intercepting tool calls to prevent known mistakes. It captures structured feedback and automatically generates prevention rules from repeated failure patterns.
Workflow for adding new MCP tools
This guide details the mandatory workflow for integrating a new Market Connector Protocol (MCP) tool. It covers implementation, registration, pricing, and unit testing within the established codebase structure.
Persistent Agent Memory and Failure Prevention
This tool provides persistent, structured memory for agents across sessions. It allows developers to capture detailed success or failure feedback, automatically generating prevention rules that guide the agent to avoid repeating past mistak…
Migrates Agent Markdown Memory to Enforcement System
This utility bridges the agent-architect-kit's markdown memory structure to the ThumbGate feedback system. It parses per-role markdown files, converting structured learnings and mistakes into actionable, queryable feedback signals for runti…
Search lessons for corrective actions and rules
This tool queries the promoted lessons database to retrieve comprehensive information regarding failure patterns. It searches for corrective actions, linked prevention rules, gates, and the current lifecycle state of the lessons.
Auto-generate and manage failure prevention rules
This tool manages prevention rules, which are automatically generated when specific failure patterns recur. Developers can list active rules, check if an action is blocked, or review the history of rule promotion.
Self-learning memory layer for coding agents
Instinct is a local memory layer that observes coding patterns, tracking confidence through repeated usage. It automatically promotes recurring fixes and preferences into actionable rules and suggestions for future sessions.
NEXO Brain Cognitive Memory System
A local-first cognitive memory system for AI agents implementing the Atkinson-Shiffrin model with semantic RAG and error prevention. It provides episodic memory, trust scoring, and automated memory decay for persistent agent intelligence.
Pre-action gates for AI agent safety
ThumbGate implements pre-action gates for AI agents, capturing structured thumbs-up/down feedback to generate prevention rules from repeated failure patterns. It intercepts tool calls via the MCP PreToolUse hook, blocking known-bad actions …
agent feedback capture and action prevention tool
This tool captures agent performance feedback (thumbs-up/down) and uses adaptive mechanisms to generate hard prevention rules. These rules are enforced via PreToolUse hooks, preventing the agent from executing known-bad actions before they …
Feedback-Driven Agent Guardrails for AI Agents
ThumbGate functions as an agent immune system, capturing thumbs-up/down feedback on agent actions. It uses this data to generate hard prevention rules that block known-bad patterns before they can execute, enforcing safety via pre-tool-use …
Headless Skool Reader for Lead Discovery
This tool enables headless monitoring and analysis of Skool communities, allowing developers to mine public posts for customer pain points and potential acquisition signals. It uses direct HTTP reads to identify revenue opportunities withou…
Query Polymarket Prediction Market Data
This tool provides comprehensive access to Polymarket data, querying both dedicated REST APIs and multiple The Graph subgraphs. It enables developers to retrieve real-time market metrics, historical prices, order books, and advanced on-chai…