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MCP Servers

This is the repository for the LinkedIn Learning course Model Context Protocol (MCP): Hands-On with Agentic AI. The full course is available from LinkedIn Learning.

is a Ruby gem focused on providing Model Context Protocol (MCP) capability to Ruby on Rails applications, specifically as a server.

Supercharge OCaml development with AI coding agents. This MCP server gives AI assistants deep integration with your OCaml projects through Dune, Merlin, and other OCaml Platform tools.

Give AI hands to touch silicon — an MCP server for SEGGER J-Link, OpenOCD and Black Magic probes. Flash, halt, step, stream RTT logs and decode ARM Cortex-M faults. Verified against real hardware.

This project includes code originally developed by Anthropic and released under the MIT License. Substantial modifications and new functionality have been added by For Good AI Inc. (dba Zencoder Inc.

A high-performance Model Context Protocol (MCP) server for Trino implemented in Go. This project enables AI assistants to seamlessly interact with Trino's distributed SQL query engine through...

OpenAPI-MCP is a dockerized MCP server that reads a swagger.json or openapi.yaml file and generates a corresponding Model Context Protocol (MCP) toolset.

Connect BookStack to Claude and other AI assistants through the Model Context Protocol (MCP). This server exposes 56 tools and 11 resources covering the supported subset of the BookStack API — books,...

A list of awesome MCP Gateway Products. Open a pull request to contribute.

The enables AI agents to interact with IBM i systems through the Model Context Protocol (MCP). It provides secure, SQL-based access to Db2 for i databases, allowing AI applications like Claude,...

This is a basic example of a Model Context Protocol (MCP) server implementation that demonstrates core functionality including tools and resources.

MCP In Action 是一个实战项目,旨在帮助开发者快速掌握 Model Context Protocol (MCP) 的开发与应用。本项目通过实际案例展示如何构建基于 MCP 的应用,使大语言模型能够与外部工具和数据源进行交互,从而增强模型的能力范围。
Agent Skills

100个精心策划的AI驱动自动化循环,覆盖软件开发、数据科学、内容创作、产品运营、学习管理等多个领域。面向中国用户优化,全中文文档与提示词支持。

A custom Claude Code skill: a strict for Python, Bash, Google Apps Script, JavaScript, and Swift/Apple platforms.

380 Claude Code skills & agent skills & plugins (30+ Agents, 70+ custom commands, 380+ skills, customizable references, scripts)for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents —...

Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 190,000+ scientists worldwide.

A Copilot CLI skill that analyzes your repository and generates the configuration files AI agents need to contribute correctly.

Skills shared by Baoyu for improving daily work efficiency with AI Agents (Claude Code, Codex, etc.).

Visit the interactive documentation at: https://dmccreary.github.io/ibook-skills/

Practices, protocols, and skills for AI-driven software development

Qiushi-Skill: Build agents that investigate first, focus on the main contradiction, validate in practice, and keep pushing until the work is actually done.

The awesome collection of OpenClaw skills. 5,400+ skills filtered and categorized from the official OpenClaw Skills Registry.🦞

Generate draw.io diagrams from natural language — 11 presets (UML, SysML/MBSE, BPMN, network, C4…), 39 tools: codebase/CI/infra-to-diagram, image→editable diagram, Databricks product icons, mind...

Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, security risks, prompt injection, data exfiltration, and supply-chain risks in Claude Code, Codex, and MCP skills...