🎯

windsurf-ide-integration

🎯Skill

from sandraschi/advanced-memory-mcp

What it does

windsurf-ide-integration skill from sandraschi/advanced-memory-mcp

windsurf-ide-integration

Installation

Install skill:

npx skills add https://github.com/sandraschi/advanced-memory-mcp --skill windsurf-ide-integration

Last UpdatedJan 21, 2026

View on GitHub Back to Skills

Skill Details

SKILL.md

Overview

[![License: AGPL v3](https://img.shields.io/badge/License-AGPL_v3-blue.svg)](https://www.gnu.org/licenses/agpl-3.0)

[![Python 3.11+](https://img.shields.io/badge/python-3.11+-blue.svg)](https://www.python.org/downloads/)

[![Tests](https://img.shields.io/badge/tests-1244%20passing-brightgreen)](https://github.com/sandraschi/advanced-memory-mcp/actions)

[![Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ruff/main/assets/badge/v2.json)](https://github.com/astral-sh/ruff)

![MCP Server](https://badge.mcpx.dev?type=server 'MCP Server')

![Research Powered](https://img.shields.io/badge/research--powered-🔍-blue)](https://github.com/sandraschi/advanced-memory-mcp)

# Advanced Memory MCP

Research-Driven Knowledge Platform - Transform AI assistants into comprehensive research tools with multi-source intelligence gathering, academic literature access, and intelligent skill creation.

Advanced Memory MCP builds upon the foundational work of [Basic Memory MCP](https://github.com/sandraschi/basic-memory-mcp), evolving it into an enterprise-grade research platform with expanded capabilities and improved reliability.

Core Capabilities

Multi-Source Research: Web search, academic papers (arXiv), code repositories (GitHub), narrative patterns (TV Tropes)
Document Intelligence: PDF/EPUB processing with RAG vector search for large document analysis
Skill Synthesis: Research-driven expert skill generation using FastMCP sampling
Knowledge Management: Zettelkasten-based note system with Claude Skills export/import
Production Observability: State-of-the-art monitoring with Grafana dashboards, Prometheus metrics, Loki logs
Cross-Platform Support: Compatible with Claude Desktop, Cursor IDE, Windsurf, and other MCP clients
Web Interface: Standalone React application for direct usage without MCP client requirements

Architecture

```

advanced-memory-mcp/

├── src/ # MCP server source code

├── webapp/ # React web application

├── docs/ # Documentation

├── tests/ # Test suite

└── scripts/ # Build and utility scripts

```

Quick Start

MCP Server Installation

```bash

pip install advanced-memory-mcp

advanced-memory setup # Interactive configuration

```

Standalone Web Application (Automatic Startup)

```powershell

# Start everything automatically - no manual server setup required!

.\run-webapp.bat # Opens http://localhost:17770

```

The webapp automatically detects and starts the ADN MCP server when you access the Notes page.

Skill System

Advanced Memory MCP includes a comprehensive Claude Skills ecosystem with multi-IDE support.

#### Skill Locations

CRITICAL: Skill directories are located in user home directories, NOT in this repository:

Cursor Skills: C:\Users\[username]\.cursor\skills-cursor
Windsurf Skills: C:\Users\[username]\.codeium\windsurf\skills
ADN Skills: D:\Dev\repos\advanced-memory-mcp\skills (this repository)
Antigravity Skills: C:\Users\[username]\.gemini\antigravity\skills

#### Skill Documentation

[Skill Making Guide](docs/SKILL_MAKING_GUIDE.md): Complete workflow for creating and distributing skills
[Skill Discovery Guide](docs/SKILL_DISCOVERY_GUIDE.md): Finding and accessing skills across IDEs
[Skill Standards](docs/SKILL_STANDARDS.md): Quality and compatibility requirements
[Skill Uptake 2026](docs/SKILL_UPTAKE_2026.md): Current adoption trends and statistics
[Skill Parsing Architecture](docs/SKILL_PARSING_ARCHITECTURE.md): Technical implementation details

The webapp scans these directories for SKILL.md files in subdirectories and displays them in the Skills page with full search, filtering, and creation capabilities.