Secure Gmail automation bridge enabling Claude to connect with Gmail to perform common email operations.

Converts OpenAPI specs to FastMCP-ready Python implementations with CLI-driven generation and multi-transport support.

A proof-of-concept Model Context Protocol (MCP) server for task management

Enhanced macOS notification experience with terminal-notifier, interactive prompts, TTS, and media capture, delivered via a one-click Desktop Extension.

Docker-based MCP wrapper runs Spectral to validate and lint OpenAPI specs via MCP.

Lightweight DouYu info tool enabling ID lookup or keyword searches with Markdown table outputs.

Lightweight time capability that returns current time for any IANA timezone with automatic system TZ detection.

Local MCP server enabling discovery, state retrieval, and on/off control for Switcher KIS devices with timer support.

A universal, decorator-friendly framework for Model Context Protocol-powered assistants with automatic schema generation, multi-transport support, and plugin-based tool loading.

A dedicated MCP server enabling AI agents to drive HT headless terminal sessions via JSON, capturing output and automating interactive CLIs.

OAuth middleware bridging Claude's authentication with n8n workflows, featuring Keycloak, dynamic client registration, SSE streaming, and API key fallback for resilient integrations.

Exercise: Integrate Model Context Protocol with GitHub Copilot

Comprehensive validation with automated fixes, performance benchmarking, and customizable rules to ensure secure, efficient protocol configurations.

Java Spring Boot-based Claude Desktop MCP that communicates via STDIO, using a configurable dev-build-mcp for offline, curated company details.

A modular, MCP-driven platform enabling contextual AI interviews with persistent focus, dynamic prompts, and cross-service orchestration.

Sample MCP suite showcasing STDIO and HTTP streaming servers and a Next.js frontend to consume an OpenAI-backed MCP.

Cross-language protocol framework enabling chat-like agents with SSE and STDIO integrations, multi-language clients, and test-ready tooling.

ChartIQ-integrated tool that exposes websocket-backed chart control and CLI commands for symbol search and series management.

Go-based code search and extraction tool leveraging Elasticsearch and ast-grep for precise pattern matching and block retrieval.

Shows five canonical conversion patterns to expose services as MCP tools with TS schemas and Claude Desktop support.

An insecure demonstration exposing misbehaving tools and dynamic tool behavior to explore edge cases in MCP tool orchestration and discovery.

TypeScript-based framework that blends Playwright with AI-driven test generation, reusable page objects, and environment-driven config for robust end-to-end automation.

BrightData-powered web scraping platform with Google ADK integration, 50+ tools, real-time proxies, and an AI-driven agent for efficient data extraction.

Modular platform automating financial risk and regulatory compliance with autonomous agents, RAG retrieval, and regulation document indexing.