Development Tools

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.

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

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

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

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.

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.

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 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.

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

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.

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. 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.

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.

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.

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

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.

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

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. 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.

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.

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.

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.

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

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

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.

MCP (Model Context Protocol) Server. Integrates language server capabilities to provide code analysis, completion, and diagnostics for developing in various languages.

MCP (Model Context Protocol) Server. Processes complex scientific queries through an 8-stage Graph-of-Thoughts pipeline that decomposes questions into hypotheses, gathers evidence, builds knowledge graphs in Neo4j, and provides confidence-scored conclusions with bias detection and falsifiability assessment for systematic research analysis.

A robust SQLite-backed task management server that allows AI agents to manage hierarchical projects, handle task dependencies, and identify next actionable items.