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로컬 MCP 설정을 지원하는 데스크톱 클라이언트.
MCP Servers

Showing how to transition from a naive agent to an MCP agent in 3 steps

A pluggable, language-agnostic filter framework for Model Context Protocol (MCP) traffic. Each filter is a tiny HTTP service that decides whether a tool call should be allowed, blocked, modified, or...

The fastest BM25 scoring engine: 2,300x faster than BM25S. 28K QPS on 8.8M docs. 5 BM25 variants (Robertson, Lucene, ATIRE, BM25L, BM25+). Memory-mapped persistence, BMW pruning, streaming indexing.

This repository contains a sample application demonstrating the use of with the Gemini API to provide spatially grounded responses using Google Maps Platform data.

is a command-line tool that seamlessly generates production-ready Model Context Protocol (MCP) server boilerplate from your OpenAPI specifications, enabling you to easily expose your existing APIs as...

Kiso is a publishing engine that turns Open Knowledge Format (OKF) bundles into static websites for humans and AI agents. We also provide an MCP Server.

A Model Context Protocol (MCP) server for interacting with Minecraft via Mineflayer. This package enables AI agents to control Minecraft bots through a standardized JSON-RPC interface.

Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.

A that lets you chat with large language models and seamlessly plug in external tools. Spin up multiple FastMCP servers (Weather & Currency) alongside a Streamlit client, all orchestrated with Docker...

Model Context Protocol (MCP) server that gives LLM agents and chatbots direct access to the World Bank's Data360 Platform.

Publish MATLAB functions as MCP tools for AI agents using MATLAB Production Server

An interactive chat interface that combines Ollama's LLM capabilities with PostgreSQL database access through the Model Context Protocol (MCP).
Agent Skills

用于 Agent Skills 的 Agnes AI 生成技能,封装 Agnes 官方文本、图片、视频 API。它采用标准 SKILL.md 结构,可安装到 Codex、Claude Code、OpenClaw、Cursor、Windsurf 等支持 Agent Skills 的客户端。

Скилл для Claude. Убирает 54 признака нейросети в русском тексте: канцелярит, кальки, фингерпринты ChatGPT и Claude. Метит в то, что меряют GPTZero, DivEye, RuBERT: поднимает perplexity и burstiness.

Three job-hunting tools bundled as an agent skill pack. Use the whole thing, or just the piece you need — each sub-folder works on its own.

HyperFrames Motion Director is an Agent Skill for turning a product story, article, README, website, or launch message into a structured HyperFrames motion-video production.

🏯 Claude Code / Codex skill — transform Chinese architecture, cultural places & travel photos into art-directed editorial posters with GPT Image. 中国古建筑与在地文化照片 → 艺术指导海报

MotionEyes is an agent-first SwiftUI motion observability system.

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Build academic conference posters as a single HTML/CSS file, rendered to print-ready PDF via headless Chromium.

"I don't debug broken skills by hand - I have a TUI to be disappointed for me."

MapStage live tuner: map/globe, satellite, hypsometric relief, region isolate, Mapterhorn DEM, JSON presets.

/bro is a tiny Agent Skills-format skill with one job: when the assistant's last reply was too dense, too jargon-heavy, or too formal, you type /bro and it re-explains like a smart friend over a beer.

Built for (trust signals, provenance, staleness), while the rest of the ecosystem still targets v0.1.