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MCP Servers

🍃🔎 MongoDB Lens: Full Featured MCP Server for MongoDB Databases

For MCP users, lets LLM clients such as Cursor and Claude Code design Cisco-style networks directly through Model Context Protocol tool calls.

Notebook Intelligence (NBI) is an AI coding assistant and extensible AI framework for JupyterLab. It adds chat, inline edit, auto-complete, and an agent that can drive notebooks — backed by GitHub...

Spring Boot AI Agent — an out-of-the-box solution that makes your app , , , and .

A Model Context Protocol (MCP) server designed to facilitate software development planning through an interactive, structured approach.

MemoryMesh is a knowledge graph server designed for AI models, with a focus on text-based RPGs and interactive storytelling.

Local RAG for developers via MCP or CLI. Semantic search with keyword boost for exact technical terms — fully private, zero setup.

MARM: Local-First Persistent Multi-Agent Memory Layer for MCP Clients v2.22.0

MCP Gateway is an advanced intermediary solution for Model Context Protocol (MCP) servers that centralizes and enhances your AI infrastructure.

基于 MaaFramework 的 MCP 服务器 为 AI 助手提供 Android 设备和 Windows 桌面自动化能力

A comprehensive MCP server that exposes multiple OSINT tools to AI assistants like Claude. This server allows AI to perform sophisticated reconnaissance and information gathering tasks using...

K8s MCP Server is a Docker-based server implementing Anthropic's Model Context Protocol (MCP) that enables Claude to run Kubernetes CLI tools (kubectl, istioctl, helm, argocd) in a secure,...
Agent Skills

Commercial use is not allowed. If you build something with these Skills, attribution and are greatly appreciated.

A two-layer skill for writing prompts, agent directives, skill descriptions, slash commands, and anywhere else an LLM reads instructions. Works the same in and .

Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-device. 2,200+ medical models, 21 languages, Apple MLX + Python, no cloud, no patient data leaving your...

This repo includes Claude prompt curation to use Claude better.

provide for AI agents, helping them build complete automated document workflows. Before large-model reasoning begins, ComPDF Skills can handle document parsing, OCR, data extraction, and structured...

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

A privacy-first app that strips AI watermarks from content you own.

MiniCPM5-1B: A SOTA 1B on-device LLM, small yet powerful.

This repo contains the (the heavy, browsable skill files).

Distilly — Distill how they think into reusable Skills for any Agent or Bot. Formerly Colleague Skill(原同事 Skill).

AI agents should not give project advice from vibes.

from vibe coding to agentic engineering - practice makes gemini perfect