Development Tools

A demonstration project showing how to implement an MCP (Model Context Protocol) client using SwiftUI and the Anthropic API for iOS applications.

A comprehensive MCP server for the Alibaba Cloud Yunxiao DevOps platform, enabling AI agents to manage organizations, code repositories, work items, pipelines, application delivery, and testing workflows.

A bridge between AI models and physical hardware that enables natural language control of serial devices and IoT components like Raspberry Pis or MicroControllers via the Model Context Protocol.

A specialized MCP server for Xcode and iOS Simulator automation designed for AI agents. It uses progressive disclosure, deferred tool loading, and accessibility-first workflows to minimize token usage while providing full control over builds, testing, and UI interactions.

A robust MCP server that enables AI assistants to manage SSH connections, execute remote commands, and transfer files by leveraging native system SSH configuration and tools.

A frontend development middleware for Webpack and Vite that provides visual proxy management, data mocking with Faker integration, and MCP support for AI-assisted coding.

A vision-enabled MCP server that provides image analysis capabilities to non-visual models using GLM-4.6V, DeepSeek-OCR, Qwen3-VL, and Doubao models.

A basic .NET-based MCP server implementation that demonstrates tool integration with VS Code and Copilot Chat, featuring a simple greeting function.

🏺 An MCP server for checkpointing and file recovery in Claude Code

A Node.js-based MCP server that integrates with the ClickUp API to manage workspaces, tasks, documents, and lists directly through an AI assistant.

A runtime intelligence and debugging system for MCP servers that provides static analysis, protocol validation, and sandboxed testing to ensure tool safety and reliability.

MCP (Model Context Protocol) Server. Integrates with ipinfo.io API to provide IP geolocation services, enabling location-based insights and network analysis.

Local MCP server for querying Apple developer documentation and SDK symbols directly from Xcode installations on macOS. It enables LLMs to explore Apple frameworks and extract precise Swift symbol information using native command-line tools.

MCP (Model Context Protocol) Server. Provides a satirical corporate dystopia toolkit with HR-related tools that parody toxic workplace behaviors through functions for requesting raises, filing complaints, scheduling inconvenient meetings, and generating corporate jargon.

Asya is an actor-based orchestration framework for AI/ML workloads on Kubernetes, featuring independent scaling and zero-infrastructure Python handlers. It uses a sidecar pattern to manage message routing and KEDA for auto-scaling actors from zero based on queue depth.

Scraps is a portable CLI knowledge hub and MCP server for managing interconnected Markdown documentation using Wiki-link notation and tagging.

A comprehensive developer toolkit that enables AI assistants to manage Mapbox styles, access technical documentation, handle access tokens, and process geospatial data via the Mapbox APIs.

A specialized MCP server that integrates the Nuclei vulnerability scanner to automate security assessments, template management, and structured vulnerability reporting.

A unified MCP interface to interact with multiple LLM providers including OpenAI, Anthropic, Google AI, and more through a single tool or specialized coding prompts.

A robust MCP server for Sitecore integration, providing comprehensive tools for GraphQL queries, Item Service API management, PowerShell script execution, security administration, presentation settings, and indexing controls.

A comprehensive MCP server that bridges AI assistants with the Shodan API and CVE databases for network intelligence, vulnerability tracking, and IoT device discovery.

A comprehensive web auditing MCP server that integrates Google Lighthouse to perform detailed performance, accessibility, SEO, and security assessments directly within AI agents.

A utility MCP server that optimizes AI agent context windows by providing intelligent summarization for command outputs, file contents, and directory structures across multiple AI providers.

- Unofficial tools and server implementation for Binance's Model Context Protocol (MCP). Designed to support developers building crypto trading AI Agents.

An MCP server that provides advanced search, filtering, and retrieval for web crawl data from various tools like ArchiveBox, HTTrack, and Katana. It enables AI models to perform technical SEO audits, broken link detection, and content analysis using structured boolean queries and token-efficient data transformations.

A comprehensive MCP development suite and factory that allows users to generate, manage, and validate MCP servers across multiple languages including TypeScript, Python, and Rust.

An MCP server for Android automation that enables AI agents to control devices using uiautomator2. It supports device management, application control, screen manipulation, and UI inspection via natural language.

A comprehensive MCP server for Rootly that enables incident management, on-call rotation analysis, and AI-driven resolution suggestions directly within IDEs like Cursor and Claude.

MCP (Model Context Protocol) Server. Integrates with GitLab to enable code review of merge requests, allowing detailed analysis of diffs, commenting, and approval directly within the developer workflow.

An MCP server that enables AI assistants to perform memory forensics by wrapping Volatility 3 plugins into accessible tools for analyzing process lists and network connections.