Development Tools

A specialized reasoning engine for penetration testing that uses Beam Search and Monte Carlo Tree Search to automate attack path planning, vulnerability chaining, and tool recommendation.

A human-in-the-loop workflow server that enables AI assistants to request user feedback and command execution through a real-time web interface, reducing speculative tool calls.

Enables AI assistants to perform real-time web searches and retrieve AI-generated answers using the Yandex Search API and Yazeka model. It provides both summarized content and raw search results with source citations for up-to-date information retrieval.

PAMPA is a semantic code search and retrieval server that transforms codebases into queryable memory graphs using intelligent chunking, hybrid search (BM25 + Vector), and an adaptive learning system.

A toolset for dynamic game instrumentation and memory hacking, providing Cheat Engine-like capabilities through Frida for memory scanning, function hooking, and process manipulation.

CLI tool for managing Model Context Protocol (MCP) servers in one place & using them across them different clients

A Microsoft Enterprise MCP server that allows AI agents to query and manage Microsoft Entra organizational data by converting natural language into Microsoft Graph API calls.

DollhouseMCP is an open-source framework for personalizing AI through custom Personas, Skills, Templates, Agents, and Memories, featuring a community-driven collection and local portfolio management.

A tool for automating Firefox via WebDriver BiDi, enabling AI models to navigate pages, interact with UI elements using snapshots, monitor network traffic, and capture console logs.

A specialized MCP server for monitoring, debugging, and managing Prefect workflows, deployments, and automations via AI assistants.

A Model Context Protocol (MCP) compliant server designed for comprehensive web research. It uses Tavily's Search and Crawl APIs to gather detailed information on a given topic, then structures this data in a format perfect for LLMs to create high-quality markdown documents.

Model Context Provider for Amazing Marvin productivity app - Access your tasks, projects, and categories in AI assistants

A Google-style web search MCP server that provides real-time information retrieval via a crawler service, featuring domain filtering and Cloudflare bypass capabilities.

A Python-based MCP server that connects Large Language Models to the WhatsApp Business API via GreenAPI, enabling messaging, group management, and chat history retrieval.

A specialized MCP server for macOS that provides tools for native system notifications, interactive dialog prompts, text-to-speech, screenshots, and file selection.

A timezone-aware datetime formatting service that provides highly configurable date and time strings for various regions and technical use cases like filename generation.

An MCP server that integrates with Gitea and Forgejo servers to manage repositories, issues, pull requests, and project organization via standard protocol interfaces.

MCP (Model Context Protocol) Server. Enables reverse engineering of binary files through IDA Pro's headless mode, providing tools for function analysis, disassembly, decompilation, and code annotation for security research workflows.

MCP (Model Context Protocol) Server. Provides a bridge between AI agents and Atlan data catalog services for searching, retrieving, traversing lineage, and updating asset metadata through the pyatlan SDK

An MCP server that integrates the Semgrep static analysis engine into AI assistants, providing tools for security scanning, vulnerability detection, and code quality monitoring.

A multi-session headless IDA Pro server that provides comprehensive binary analysis tools, including decompilation and cross-referencing, through a Go-orchestrated Model Context Protocol interface.

MCP (Model Context Protocol) Server. Integrates with the Alpaca trading API to provide algorithmic trading and portfolio management tools for account information, market data, order placement, and position tracking.

Map clinical terminology to OMOP concepts using LLMs for healthcare data standardization.

MCP (Model Context Protocol) Server. Provides a bridge to the Slack API, enabling message posting and user list retrieval for workspace interactions through a TypeScript implementation.

MCP (Model Context Protocol) Server. Hosts finite state machines as dynamic resources that clients can subscribe to for real-time updates, enabling coordination between multiple agents working on long-horizon tasks through shared state transitions and valid actions.

GitGuardian official MCP server provides comprehensive secret scanning and incident management, featuring over 500 detectors to prevent credential leaks and facilitate automated remediation directly within AI agents.

A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the DataWorks Open API through a standardized interface. This implementation is based on the Alibaba Cloud Open API and enables AI agents to perform cloud resources operations seamlessly.

MCP (Model Context Protocol) Server. Provides direct access to AWS CloudWatch logs with tools for listing log groups and retrieving filtered log entries through a Python-based server using FastMCP and boto3.

An official Flowbite MCP server that provides access to a comprehensive library of Tailwind CSS components and AI-powered tools for Figma-to-code conversion and custom theme generation.

A stateful web research assistant that uses Firecrawl and GPT-4 to iteratively explore topics, extract content, and generate citation-rich scholarly reports.