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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

An Agent Skill for . Transforms a project idea into implementation-ready blueprints and a single-shot coding agent prompt.

本仓库收录 社区维护的多枚 Agent 技能(Skill),面向灵感、选题、文案创作、数据复盘等场景。技能以 SKILL.md 为核心,可与 Cursor、Claude Code 等支持 Agent Skills 的工具配合使用。

Lean 4 workflow pack for AI coding agents. Gives your agent a structured prove/review/golf loop, mathlib search, axiom checking, and safety guardrails.

: Draft : 0.2.0 : 2026-01-17 : 2026-03-12

面向 AI 辅助科研的开放共建仓库 收集和沉淀科研全流程中的 agents、skills、workflows、tools 与最佳实践

Protein folding, molecular docking, generative chemistry, genomics analysis, protein design, and biomarker discovery — a decade of NVIDIA life sciences libraries, tools, and models, packaged as...

CLI for the Google Health API v4 — built for AI agents and developers.

An agent that directs Seedance 2.0 like a filmmaker — reading each scene before it writes the prompt.

The skills here are built from this source into a portable Agent Plugin and installable client-specific plugins for Claude Code, Cursor, Codex, and Grok — install one of those, not this repo.

A comprehensive for installing, configuring, operating, and troubleshooting OpenClaw — a self-hosted, multi-channel AI agent gateway.

Agent Skills for automated PR review workflows. Supports GitHub, GitLab, Perforce, and local Greptile CLI reviews.

Coordinate multiple AI models to work together as a team. One creates, two review — not for redundancy, but because different models naturally focus on different dimensions.