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로컬 MCP 설정을 지원하는 데스크톱 클라이언트.
MCP Servers

Ollama MCP is a tool for connecting Ollama-based language models with external tools and services using the Model Context Protocol (MCP).

Sample MCP Server and MCP client using Aspire.

An Android library that integrates the MCP Kotlin SDK to enable Android applications to host MCP (Model Context Protocol) servers.

A Model Context Protocol (MCP) server running on ESP32 (and Nordic nRF52840 in sensor-only mode), exposing real-world sensor data and bus protocols to AI assistants and automation tooling over...

MCPKit is a blueprint for building authenticated Model Context Protocol (MCP) servers that let you bring proprietary data, content, and systems into ChatGPT, via ChatGPT Dev Mode.

This project has and moved into . Please refer to the official repository for the latest updates: 👉 https://github.

A XGo implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.

A Model Context Protocol (MCP) server that enables AI agents to interact with Azure Cosmos DB through natural language queries.

A standalone agent runner that executes tasks using MCP (Model Context Protocol) tools via Anthropic Claude, AWS BedRock and OpenAI APIs.

This project demonstrates how to build a multi-agent system using Agent-to-Agent (A2A) communication with the Model Context Protocol (MCP).

A practical, community-driven checklist for . This guide covers local and remote MCP server risks, traffic analysis, tool-call behaviors, context boundaries, authorization flows, and unsafe code...

A self-hosted error tracking engine for Rails 8+ applications. Track errors, get notified, and resolve issues—all without external services.
Agent Skills

The secure, validated skill registry for professional AI coding agents. Extend Antigravity, Claude Code, Cursor, Copilot and more with absolute confidence.

(formerly "Claude Flow") -- 5,900+ commits, 55 alpha iterations, 259 MCP tools, 60+ agents, 8 AgentDB controllers. Packages: @claude-flow/[email protected], [email protected], [email protected]

Multi-harness control protocol that turns requests into approved design contracts, orchestrating isolated worker sessions for sequential implementation and independent code reviews under Orca...

Curated collection of AI agent skills for Hermes and other agent frameworks

Curated AI agent skills for Go projects.

A reusable research-onboarding skill for Claude, ChatGPT, Codex, and other instruction-following agents.

论文柯南 · numeric forensics for paper source-data · signal not verdict

Agent skills for building, maintaining, and upgrading Shopify Hydrogen storefronts with Weaverse. Works with , and any agent that supports markdown skill files.

Turn a codebase, a requirements document, or both into a living skills system for AI coding agents.

A curated collection of custom agents, skills, rules, and prompts for GitHub Copilot, Google Antigravity, OpenCode, ChatGPT Codex, and Oh My Pi.

中文小黑怪诞正文配图生成 Skill | 16:9 白底手绘 | 少量红橙蓝批注 | Codex Skill

Skills for Real Engineers. Straight from my .agents directory.