Development Tools

Extract web data with Firecrawl

Let AI edit and manage files on your computer, run terminal commands, and connect to remote servers via SSH - all powered by one of the most popular local MCP servers.

A browser automation MCP server using Playwright that allows LLMs to interact with web pages, perform device emulation, take screenshots, and scrape web content in real-time.

Bring your codebase as context to Claude Code

ida-pro-mcp is a comprehensive bridge between IDA Pro and LLMs, enabling automated reverse engineering through deep decompilation, disassembly, memory manipulation, and debugging tools.

The official MCP server for Ark UI, providing AI assistants like Claude with the context needed to build accessible, headless UI components using framework-agnostic state machine logic.

5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and tools via model context protocol servers .

A tool-calling platform that connects AI agents to over 600 integrations with multi-tenant authentication, granular permissions, and dynamic tool discovery via a unified MCP server.

A comprehensive MCP bridge for Unity, enabling AI assistants to control the Unity Editor. It provides extensive tools for asset management, scene manipulation, component editing, and script validation across multiple Unity instances.

Viper is a comprehensive adversary simulation and Red Teaming platform that integrates an LLM agent, automated workflows, and over 100 post-exploitation modules covering the MITRE ATT&CK framework.

Kiln is an open-source platform for building, evaluating, and optimizing AI systems, supporting RAG pipelines, fine-tuning, and synthetic data generation. It functions as a production-ready framework for managing AI datasets and complex agentic workflows.

A lightweight MCP server for running untrusted user or AI code in secure, hardware-isolated microVMs with near-instant boot times.

HttpRunner is a comprehensive automated testing framework that provides MCP capabilities for UI automation across Android, iOS, Browser, and HarmonyOS, integrated with LLM technologies.

A specialized MCP server that generates and integrates high-quality React UI components directly into IDEs like Cursor and VS Code, leveraging the 21st.dev component library.

kubefwd provides bulk port forwarding for Kubernetes services, allowing local development machines to access remote cluster services by name with unique IP allocation and automatic reconnection.

A comprehensive MCP server enabling AI assistants to manage Jira issues and Confluence pages across both Cloud and Server/Data Center deployments.

A lightweight Windows automation server that enables AI agents to interact with the OS through UI automation, shell commands, and state analysis. It bridges LLMs with Windows environments for tasks like file navigation, application control, and web scraping.

A utility proxy server that transforms Model Context Protocol (MCP) servers into standard OpenAPI-compatible HTTP REST endpoints for easier integration with LLMs and web apps.

A structured project management MCP server that implements a four-phase development workflow (Requirements, Design, Tasks, Implementation) with a real-time web dashboard and VSCode integration.

A specialized MCP server for macOS that streamlines Xcode project management, app builds, simulation, and UI automation through an AI-integrated toolset.

The Vizro MCP server enables the creation and validation of interactive data visualization dashboards via natural language, bridging Python's Vizro framework with LLM workflows.

Provides containerized development environments for coding agents, allowing them to work in isolated, parallel git-based containers powered by Dagger.

A memory-powered agent framework that adds a persistent memory layer to AI coding assistants, enabling cross-IDE context retention and collaborative workspace memory.

Provides integration with Cloudflare Workers' compute and storage primitives, allowing AI models to manage R2, KV, D1, and other worker bindings.

A comprehensive introductory MCP server demonstrating web search, image generation, and resource management using Python and FastMCP.

Neo.mjs is an AI-native application engine that uses a multi-threaded architecture and Model Context Protocol to allow AI agents to interact directly with a live web application runtime.

A powerful browser automation MCP server that uses Stagehand and Browserbase to let LLMs navigate web pages, extract structured data, and perform complex UI interactions with high performance and anti-detection capabilities.

Sourcebot is a code search and intelligence engine that enables natural language querying, IDE-level code navigation, and cross-repository search across GitHub, GitLab, and other hosts.

A bridge between AI assistants and the Tianji platform, allowing users to list, inspect, and query survey data and analytics directly through the Model Context Protocol.

A native macOS LLM server and MCP aggregator that runs local MLX models and connects to remote providers while exposing a suite of system tools for filesystem, browsing, and git operations.