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MCP Servers

This is a simple example of how to use the Model Context Protocol (MCP) with OpenAI's API to create a simple agent acting from a chat context.

An MCP (Model Context Protocol) server that provides comprehensive RAG (Retrieval-Augmented Generation) capabilities for processing and querying directories of documents using the raganything library...

A ground-up Rust SDK for the Model Context Protocol — both halves of the protocol, server client — with a macro-driven, zero-boilerplate surface and strict spec compliance as a feature.

🪐 ✨ AI Agents for JupyterLab with 🛠️ MCP tools - Chat interface for intelligent notebook interaction, code execution, and workspace management.

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A collection of MCP server examples developed with Java SDKs

Lightweight, fast, NativeAOT compatible MCP (Model Context Protocol) framework for .NET

A Model Context Protocol (MCP) server that connects Claude directly to your Shopify store. Manage products, orders, customers, collections, inventory, and fulfillments — all through natural language.

A Model Context Protocol (MCP) server providing access to the comprehensive OpenNutrition food database with 300,000+ food items, nutritional data, and barcode lookups.

Strimzi Kafka CLI is a CLI that helps traditional Apache Kafka users -both developers and administrators- to easily adapt to Strimzi, a Kubernetes operator for Apache Kafka.

MCP is a Go implementation of the Model Context Protocol — a standardized way for applications to communicate with AI models.

An SDK for building MCP (Model Context Protocol) servers and clients in Scala 3 using boilerplate-less, type-safe APIs based on Tapir and sttp, supporting the variety of the Scala ecosystem.
Agent Skills

A Claude Code skill that transforms codebases into literate programs. These are documents written for human comprehension that also generate the original source code.

A Claude skill that designs any process, idea, or problem into an — folder structure as agent architecture — or restructures an existing folder, repo, or vault into one.

* * * — plus key rotation, cross-platform biometrics, and an encryption preflight

Preview status Zleap-Agent is an early preview. The public repository is intended for source review, local development, and feedback.

Ring is a comprehensive skills library and workflow system for AI agents that transforms how AI assistants approach software development. Currently implemented as a with , , and (see .

本仓库是 Agnes AI API 的**,包含完整 API 文档与通用支持 Skill,帮助开发者快速接入 Agnes AI 全模态 API(文本、图像、视频)。

A library of healthcare and life sciences domain capabilities — reference agents with best practices, reusable skills, and MCP-based tools — serving builders in their IDEs, researchers in Amazon...

MineEcho is a source-available, local-first AI assistant framework for building private, extensible assistant workflows on top of local services and user-owned knowledge.

— full Tor / dark web access for AI agents

An iterative deep-logic security audit agent for Claude Code. Nemesis combines two complementary audit methodologies in an alternating feedback loop to find bugs that neither can catch alone.

A 27-chapter, code-first tutorial covering the agent loop, tool system, session persistence, memory, skills, context compression, MCP, multi-platform gateway (Telegram / Discord / Slack / WeChat),...

I built an OpenClaw agent that manages Google Ads accounts through intent analysis instead of bid automation. All three layers — Read → Draft → Apply — are live and tested on real accounts.