Development Tools

A specialized MCP server for web accessibility testing that leverages axe-core and Puppeteer to audit URLs and HTML snippets for WCAG compliance. It provides detailed violation reports, color contrast analysis, and ARIA validation to help developers ensure their web content is accessible.

A python SDK for MCPcat that provides analytics, user session tracking, and telemetry forwarding for MCP servers to platforms like Datadog, Sentry, and OpenTelemetry.

MCP (Model Context Protocol) Server. Integrates with Home Assistant to enable control and monitoring of smart home devices via API calls for tasks like adjusting lighting, managing climate, and retrieving sensor data.

A robust MCP server for Databricks that enables assistants to manage clusters, jobs, and notebooks, perform DBFS file operations, and execute SQL queries using Unity Catalog.

Regression testing for AI agents. Golden baselines, CI/CD, LangGraph, CrewAI, OpenAI, Claude.

A tool for safe, read-only Kubernetes cluster management that supports CRDs, multi-cluster context switching, and advanced resource discovery across namespaces.

A specialized git interface for ShadowGit that allows AI assistants to analyze fine-grained commit history and manage development sessions through a structured commit workflow.

A robust MATLAB integration for MCP clients that enables executing code, managing workspace variables, exporting figures, and accessing documentation through a persistent session.

An MCP server that enables LLMs to explore and understand unfamiliar TypeScript APIs by querying TypeDoc-generated documentation for symbols, types, and hierarchies.

A learning resource and development framework for building MCP (Model Context Protocol) servers, featuring tutorials on integration with services like OpenWeather and SiliconFlow.

A tool that enables hot-module-reloading and reactive programming for Python, allowing live code updates without restarting processes or losing application state.

Provides LLMs with essential random generation abilities, built entirely on Python's standard library.

A comprehensive AI-driven automation suite for Xiaohongshu (Little Red Book) that integrates content generation, image/video creation, and browser automation via the Model Context Protocol.

A specialized MCP server that implements Spec-Driven Development by guiding AI workflows through a structured five-stage process from feature definition to task execution. It enforces the creation of standardized requirements, design specifications, and task lists to ensure disciplined and documented software engineering.

The VideoDB Agent Toolkit MCP server bridges VideoDB's robust video processing capabilities to LLMs, enabling advanced video indexing, search, and manipulation through a standardized protocol.

A dynamic instrumentation MCP server that enables AI models to perform Android runtime analysis, process manipulation, and application hooking using Frida.

A proxy MCP server that organizes multiple upstream tool collections into groups, loading detailed schemas on-demand to optimize LLM context usage.

A Windows-based MCP server that allows AI to automate Microsoft Office and WPS applications via COM interfaces, featuring a powerful Python execution environment for direct document manipulation.

MCP (Model Context Protocol) Server. Provides Xcode and Swift project management with lifecycle tracking, task management, technology stack detection, analytics including activity heat maps and health scoring, plus security validation and Swift/SwiftUI knowledge base for iOS/macOS development workflows.

An MCP server that enables AI assistants to interact with the Gitee API, providing comprehensive management for repositories, issues, pull requests, and notifications.

MCP server that reality-checks your AI project idea against GitHub, Hacker News, npm, PyPI & Product Hunt. Returns a 0-100 reality signal.

A development productivity tool for ASP.NET Core and EF Core that provides code generation, project management, and an MCP server to assist AI agents in building backend services.

MCP (Model Context Protocol) Server. Enables video manipulation through FFmpeg, offering capabilities to resize videos to different resolutions and extract audio in various formats without leaving the conversation interface.

A TypeScript-based MCP server that integrates Jimeng AI for high-quality image and video generation, supporting advanced features like image mixing, reference frames, and multiple AI model selection.

Generate beautiful syntax-highlighted code screenshots with professional themes directly from Claude. Supports file reading, line selection, git diff visualization, and batch processing.

An MCP server that bridges AI assistants with DAP-compatible debuggers, enabling programmatic control of debugging sessions including breakpoints, execution control, and state inspection.

MCP (Model Context Protocol) Server. Integrates with programming resources like Stack Overflow, MDN, GitHub, npm, and PyPI to enable efficient code lookup, documentation retrieval, and package selection.

A secure Model Context Protocol server that enables LLMs to execute Python code locally using Hugging Face's smolagents framework, providing isolation without requiring Docker or VMs.

MCP (Model Context Protocol) Server. Organizes and connects related ideas across multiple branches of reasoning to facilitate complex problem-solving and strategic analysis.

A robust browser automation and debugging server providing full Playwright/Puppeteer control, Chrome DevTools Protocol integration, and Greasemonkey API support for script injection.