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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

A Rails gem that makes it easy to add validations such as content_type and file size to ActiveStorage attachments.

把一句「把这个流程做成 Skill」,变成一个真正能被发现、能稳定触发、能通过验证、还能一键开源的 Skill。

A collection of portable skills for AI coding assistants. Works with all major AI clients that support the Agent Skills Standard.

Style-driven Codex Skill for turning documents, articles, and visual references into image-first presentation decks.

Antibes Holiday is a portable visual-creation skill for original relaxed black-pen illustrations, narrative scenes, expressive marks, and early logo exploration.

A skill for AI coding agents that generates Apple-inspired bento grid presentation cards as self-contained HTML files. No design tools needed — just describe your stats and get pixel-perfect output.

- 简历精修(针对 AI / Agent 岗位优化) - 项目包装(这是最核心的,根据你过往的工作/实习和项目经历,定制化包装成agent项目,尽量多地融入agent主流技术,以及给你一份面试时口述的逐字稿) - 模拟面试(结合你的项目经历和大厂常问的问题进行深挖) - 全程陪跑(从投递到拿 offer)

Claude Code & Agent Skill to generate Upload-ready App Store screenshots that drive installs — powered by GPT-Image 2.

This is the open-source content repository behind . It stores every approved Agent Skill, the records that go with it, and the automated security audits published with each skill.

are modular packages of instructions, resources, and scripts that teach an agent to handle a specialized task. On disk, a skill is just a folder: a SKILL.

一个用于生成本科/研究生毕业论文答辩 PPT 的 Codex/Agent Skill。它面向需要严格复用本地 PowerPoint 模板的场景,能够从本地论文 PDF/LaTeX 项目和指定 .pptx 模板出发,生成可编辑的正式答辩 PPTX,并执行逐页导出、版式检查和文字溢出检查。

这是一个专为 NSFC 申请书撰写设计的 Agent Skills 集合,帮助科研人员提高申请书质量,涵盖写作指导、图表制作、文献管理和政策速查等核心环节。