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MCP Servers

Palo Alto Networks AI Runtime Security Model Context Protocol (MCP) Relay Server

A Model Context Protocol (MCP) server for category-aware web search, website scraping, and date/time tools. Designed for seamless integration with SearXNG and modern MCP clients.

A powerful, open-source desktop tool for exploring, debugging, and monitoring Model Context Protocol (MCP) servers—with built-in LLM integration. Learn more and join our community at trmx.ai.

For more details, please refer to my article: - Get Start with Model Context Protocol. - MCP Server and Client with SSE & The New Streamable HTTP - MCP Authorization: The NEW RS and AS Separation!

Purpose: Learn to build Powerful Model Context Protocol (MCP) servers by scaling tools into reusable agentic workflows (ADWs aka Prompts w/tools).

This project implements a WebSocket-based bidirectional audio streaming application integrated with Amazon Nova Sonic model for real-time speech-to-speech conversations.

A Kubernetes Model Context Protocol (MCP) server that provides tools for interacting with Kubernetes clusters through a standardized interface.

mcp-eval is an evaluation framework for testing Model Context Protocol (MCP) servers and the agents that use them.

Revolutionary Open Source Tool for Managing Apache Airflow with Natural Language

A Model Context Protocol (MCP) server that enables AI assistants to interact with Slack workspaces. This server provides a bridge between AI tools and Slack, allowing you to read messages, post...

Allows AI Agents to interact with the Twilio SendGrid v3 API, managing contact lists, templates, single sends, and stats

🗓️ A CalDAV Model Context Protocol (MCP) server to expose calendar operations as tools for AI assistants.
Agent Skills

skills for deep search — multi-source search, content extraction, and structured research reports.

Fable 5.1 orchestrates. GPT-5.6 Luna and DeepSeek V4 Flash implement.

I'm building aven, a local-first task manager for power users and agents.

Let AI Drive Unity, from Editor to Play Mode.

Office Agents is a monorepo of Microsoft Office Add-ins with integrated AI chat panels. Each add-in connects to major LLM providers using your own credentials (BYOK) and can read/write documents...

A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.

Database-focused skills for AI coding assistants. Each skill lives in its own sub-directory under skills/ and covers a specific database technology.

Things to make Claude Code even better — hooks, skills, and commands, organized as a marketplace of independent plugins.

A curated list of autonomous improvement loops, research agents, and autoresearch-style systems inspired by Karpathy's autoresearch.

Reusable XCrawl skill definitions for multi-agent runtimes, focused on API-first web data workflows. Canonical repository: https://github.com/xcrawl-api/xcrawl-skills

🌐 :dg-ai-notes.pages.dev —— 双轨教程 · 沉浸式阅读 · 深浅色主题

Open-source local AI agent that operates your entire computer — GUI, browser, shell, messaging — from a single instruction. Teach it once, it learns. Use it daily, it gets faster.