Development Tools

A comprehensive SSH management server for MCP that enables AI assistants to execute remote commands, manage files, conduct database operations, and monitor server health across multiple connections.

A robust toolset for scraping and analyzing data from the Google Play Store and Apple App Store, specifically designed for App Store Optimization (ASO). It enables LLMs to perform keyword research, sentiment analysis on reviews, and competitor app comparisons.

A TypeScript framework and CLI toolkit for building production-ready MCP servers with built-in OAuth 2.1 authentication and database integration.

A robust MCP server for pfSense firewalls that allows security administrators to manage rules, interfaces, aliases, and logs through natural language using the pfSense REST API.

A tool that acts as a middleware proxy between MCP clients and servers, providing a web interface to inspect and log STDIO communication traffic.

A code analysis MCP server that provides AST and ASG capabilities for multiple programming languages using tree-sitter. It supports incremental parsing, AST diffing, and resource caching to help AI models understand complex code structures and semantics.

The Comet MCP server provides an AI-enhanced development workflow for projects using the Comet USWDS React component library, offering intelligent code assistance and automation.

A secure Python runtime environment that executes code in isolated Docker containers with persistent workspace sessions and automatic artifact management.

A TypeScript Model Context Protocol (MCP) server to allow LLMs to programmatically construct mind maps to explore an idea space, with enforced "metacognitive" self-reflection

A lightweight, high-performance workflow engine built in Go for automating services, browser tasks, and periodic jobs via a declarative YAML-like format.

A bridge server that exposes Language Server Protocol (LSP) capabilities as MCP tools, enabling LLMs to perform code analysis, navigation, and refactoring across 20+ programming languages.

A mobile security testing MCP server that exposes Frida's dynamic instrumentation capabilities on rooted Android devices, allowing remote process manipulation and script execution via HTTP.

A multi-database MCP server that enables AI clients to query PostgreSQL, MySQL, and ClickHouse databases directly.

A high-performance browser automation MCP server using Playwright that uses accessibility trees and batch execution to reduce token usage by 70-95% compared to vision-based models.

A fast MCP server optimized for AI vision workflows that captures web pages as 1072x1072 pixel tiles and supports animated screencasts with intelligent browser management.

Chain of Draft Server is a powerful AI-driven tool that helps developers make better decisions through systematic, iterative refinement of thoughts and designs. It integrates seamlessly with popular AI agents and provides a structured approach to reasoning, API design, architecture decisions, code reviews, and implementation planning.

A specialized MCP server for interacting with Vanta's security compliance platform, providing tools to monitor automated tests, manage security controls, track risk scenarios, and access audit evidence across various compliance frameworks.

A bridge between Dash (macOS offline API browser) and Claude, enabling instant, private, and version-specific documentation searches across 200+ API sets with project-aware intelligence.

A toolset for developers to generate and manage Framer plugins integrated with Web3 functionalities like wallet connections and NFT displays.

A comprehensive MCP toolkit that empowers LLMs with Figma integration, command-line execution, audio processing, semantic memory storage, and web search capabilities.

An enterprise-grade Model Context Protocol server for automated threat intelligence, providing AI-powered analysis of IPs, domains, and file hashes using integrations with VirusTotal, AlienVault OTX, and AbuseIPDB.

MCP (Model Context Protocol) Server. Integrates web scraping and crawling capabilities with tools for single-page content extraction, metadata retrieval, and Google search functionality, enabling workflows that require web content analysis, data collection, or online research tasks.

MCP (Model Context Protocol) Server. Python-based framework for connecting Claude and other LLMs to executable Python code through User Defined Functions, enabling data scientists to extend their models with custom Python capabilities.

MCP (Model Context Protocol) Server. Provides persistent conversation history, semantic search, and API-level caching for Gemini models to optimize token usage and reduce costs.

A distributed graph-based memory storage system using KuzuDB that provides coding agents with persistent project context, architectural decision tracking, and AI-powered memory optimization.

MCP (Model Context Protocol) Server. Enables creation and manipulation of Microsoft PowerPoint presentations through natural language, offering tools for managing slides, shapes, charts, and tables with styling and visualization capabilities.

MCP (Model Context Protocol) Server. Integrates with Playwright to enable cross-browser web automation for tasks like scraping, testing, and content extraction.

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

A comprehensive MCP server for Unity that enables AI agents to interact with the Unity Editor, perform multimodal vision tasks like screenshots, analyze code using the Unity compiler, and manage project assets and scenes.

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.