Development Tools

A Model Context Protocol server that bridges Apifox API documentation with LLMs, allowing tools like Cursor to access and implement business logic based on API specifications.

MCP (Model Context Protocol) Server. Provides a bridge between AI and EPICS process variables, enabling real-time monitoring and control of industrial systems through tools for getting, setting, and retrieving detailed information about hardware systems.

A Vite plugin that exposes browser development environments to AI agents via MCP, providing real-time access to console logs, cookies, storage, and component trees.

A technical validation server that ensures code and documentation accurately follow the Model Context Protocol (MCP) specification using semantic search and AI.

An extension for running BitNet in VSCode via Model Context Provider endpoints.

A toolset for automating Android emulators and devices through ADB, allowing for UI inspection, interaction testing, and device management.

A specialized MCP server for Zentao 11.3 Legacy, using the Session API to manage tasks, bugs, stories, and test cases with integrated AI features for coding assistance and project analysis.

A lightweight MCP server providing browser automation via Playwright, enabling LLMs to interact with web pages using accessibility trees and structured snapshots rather than vision models.

A JIRA MCP server providing complete issue management including retrieval, JQL searching, creation, updates, and status transitions through JIRA's REST API v2.

Scalable MCP backend optimized for Claude Code and Claude Desktop — secure, low-latency, plug-and-play.

MCP Server for AI memory isolation. Project-local knowledge graph for Claude, Cursor, Windsurf, Antigravity, Augment, Roo Code and more. Privacy-first, Git-friendly.

A Spring Boot-powered MCP server that provides AI models with comprehensive access to jOOQ documentation, including SQL examples, DSL references, and database support information.

MCP server for Docker Swarm orchestration using FastAPI and Docker SDK

MCP (Model Context Protocol) Server. Scientific reasoning server that processes complex queries through an eight-stage Graph-of-Thoughts approach, maintaining a multi-layer graph structure with confidence vectors that quantify certainty across multiple dimensions.

An MCP server that uses LightRAG and Tree-sitter to build a repository knowledge graph from code and docs, for Q&A and implementation planning.

A virtual CAN and OBD-II interface that surfaces vehicle sensor data to LLMs via an MCP server. It simulates ECUs, decodes messages using DBC files, and provides tools for hardware-free automotive diagnostics prototyping.

MCP (Model Context Protocol) Server. Integrates with Firecrawl API to provide web scraping and search capabilities, enabling extraction of markdown content from URLs and web search queries that return structured results.

A comprehensive MCP server providing full access to the Mindbody API for automating wellness studio management, including scheduling, client tracking, and payment processing.

An MCP server that enables image generation via Google's Gemini 2.0 Flash experimental model, providing direct base64-encoded outputs within MCP-compatible clients.

A robust MCP server for monitoring and diagnosing Kubernetes clusters using strongly-typed read-only tools that mimic kubectl commands. It enables AI agents to check pod statuses, retrieve logs, and view cluster resources without destructive actions.

A toolset for Android developers that automates building, unit testing, and running instrumented tests within AI-powered IDE extensions.

A comprehensive MCP server for managing Civo cloud infrastructure, enabling direct control over instances, networks, and Kubernetes clusters through the Civo API.

MCP server for AI-assisted Python debugging using debugpy and Debug Adapter Protocol

A Jina AI-powered MCP server that enables AI models to perform semantic web searches and extract clean content from URLs for research and analysis.

A specialized MCP server for accessing the MITRE ATT&CK knowledge base, allowing users to query adversarial tactics, techniques, mitigations, and detection methods.

MCP server for Google Slides integration with service account authentication

A comprehensive Claude Code skill for building production-ready MCP servers using FastMCP. Includes reference guides, runnable examples, and a complete implementation with OAuth, testing, and best practices.

A Model Context Protocol server that facilitates secure shell command execution, allowing LLMs to perform system diagnostics, file manipulation, and automation directly on a host system.

A LinkedIn profile scraper that uses Selenium to extract detailed work history, education, and contact data with built-in anti-detection and manual credential authentication.

A TypeScript-based MCP server demonstrating low-level server components and streamable HTTP for managing and summarizing text-based notes.