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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

SD 2.5 Prompt 是一套面向 Seedance 2.5 / SD 2.5 视频生成的实用 Skill。它不依赖冗长术语,用五个部分统一处理产品广告、人物动作、原片反推、多模态参考、音乐节奏和复杂打斗。

A prompt-based pipeline for finding, validating, and proving vulnerabilities using LLM sub-agents — structured to resist false positives.

Deutsch | Español | français | 日本語 | 한국어 | Português | Русский | 中文

A library of (SKILL.md + optional references/) covering 3 kinds (persona / tool / workflow) across 60+ domains.

DSH 插件,在 Web 设置页同时提供「技能」与「MCP」两个管理面板,并随包提供统一终端命令 dsh-panel(skill / mcp 两个子命令族)。

Bring Codex, Claude Code, Cursor, Gemini CLI, OpenCode, or your own agent. ContentOS is a workflow and data contract, not a model, vendor, or CLI-specific application.

A coding agent on par with Claude Code; as a personal assistant, lighter than OpenClaw — one MIT-licensed Go binary, no Node / Python / Ruby, running on (DeepSeek, Kimi, Anthropic, OpenAI, or...

A production-grade Claude Code configuration: skills, agents, hooks, rules, and permissions working as a system, not as isolated features.

is a fluent C# markup library for .NET MAUI: build your entire UI in pure C# — no XAML. Every bindable property of every MAUI control gets a chainable extension method with the same name, and every...

A framework-agnostic skill system for AI agents that implements - a powerful pattern for managing context efficiently.

一个帮助你把个人经历、工作经验和信息差,转化成可验证、能上架的小红书虚拟产品方向的 Skill。

Use the same skills and agents on your work laptop, personal machine, servers, and whichever AI tools you use. Put the setup in a repo when you want to share it with a team.