AI Code Guide is a roadmap to start coding with AI
Antigravity -> Customize->workflow
MetaGPT: The Multi-Agent Framework
Step 1: Choose the type of server you want Choose one of these URL formats depending on what you want to connect to:
For GitHub repositories: gitmcp.io/{owner}/{repo} For GitHub Pages sites: {owner}.gitmcp.io/{repo} For a generic tool that supports any repository (dynamic): gitmcp.io/docs Replace {owner} with the GitHub username or organization name, and {repo} with the repository name.
Step 2: Connect your AI assistant Select your AI assistant from the options below and follow the configuration instructions:
Connecting Cursor
Update your Cursor configuration file at ~/.cursor/mcp.json:
{
"mcpServers": {
"gitmcp": {
"url": "https://gitmcp.io/{owner}/{repo}"
}
}
}
Connecting Claude Desktop
In Claude Desktop, go to Settings > Developer > Edit Config
Replace the configuration with:
{
"mcpServers": {
"gitmcp": {
"command": "npx",
"args": [
"mcp-remote",
"https://gitmcp.io/{owner}/{repo}"
]
}
}
}
Connecting Windsurf
Update your Windsurf configuration file at ~/.codeium/windsurf/mcp_config.json:
{
"mcpServers": {
"gitmcp": {
"serverUrl": "https://gitmcp.io/{owner}/{repo}"
}
}
}
Connecting VSCode
Update your VSCode configuration file at .vscode/mcp.json:
{
"servers": {
"gitmcp": {
"type": "sse",
"url": "https://gitmcp.io/{owner}/{repo}"
}
}
}
Connecting Cline
Update your Cline configuration file at ~/Library/Application Support/Code/User/globalStorage/saoudrizwan.claude-dev/settings/cline_mcp_settings.json:
{
"mcpServers": {
"gitmcp": {
"url": "https://gitmcp.io/{owner}/{repo}",
"disabled": false,
"autoApprove": []
}
}
}
Connecting Highlight AI
Open Highlight AI and click the plugins icon (@ symbol) in the sidebar
Click Installed Plugins at the top of the sidebar
Select Custom Plugin
Click Add a plugin using a custom SSE URL
Plugin name: gitmcp SSE URL: https://gitmcp.io/{owner}/{repo}
For more details on adding custom MCP servers to HighlightAI, refer to the documentation.
Connecting Augment Code
Open Augment Code settings
Navigate to the MCP section
Add a new MCP server with the following details:
Name the MCP server: git-mcp Docs
Use this command:
npx mcp-remote https://gitmcp.io/{owner}/{repo}
Or use the following configuration:
{
"mcpServers": {
"git-mcp Docs": {
"command": "npx",
"args": [
"mcp-remote",
"https://gitmcp.io/{owner}/{repo}"
]
}
}
}
Connecting Msty AI
Open Msty Studio
Go to Tools > Import Tools from JSON Clipboard
Paste the following configuration:
{
"mcpServers": {
"git-mcp Docs": {
"command": "npx",
"args": [
"mcp-remote",
"https://gitmcp.io/{owner}/{repo}"
]
}
}
}
STEP 1: Injest code - Turn any Git repository into a simple text digest of its codebase.
STEP 2: Feed previous result(Directory Structure AND File Content) to LLM
STEP 3: Give requirement
Model Context Protocol vs Function Calling:
Model Context Protocol Clearly Explained
Sample MCP client Google maps MCP server MCP Schema Simple tool, resource, prompt servers Example servers MCP inspector (postman like tool)
阿里百炼 多模态
GitHub Copilot Workspace
编程助手 codey
OpenAI’s Code Interpreter open-interpreter https://github.com/lyhistory/tools_aigc_open-interpreter
AutoGLM: Autonomous Foundation Agents for GUIs
Omni Engineer:无需等待,几秒内生成应用程序!( 支持 Ollama & Code Agent )
Open Interpreter lets LLMs run code (Python, Javascript, Shell, and more) locally.
A framework to enable multimodal models to operate a computer
https://typedream.com/ 前端v0.dev
Google lab stitch
Draw a ui and make it real https://github.com/tldraw/make-real
An intelligent and versatile general-purpose SQL client and reporting tool for databases which integrates ChatGPT capabilities.(智能的通用数据库SQL客户端和报表工具) https://github.com/chat2db/Chat2DB
虚拟世界的人 Generative Agents: Interactive Simulacra of Human Behavior https://github.com/joonspk-research/generative_agents
Create hardware prototype designs by chatting with AI
LeRobot: Making AI for Robotics more accessible with end-to-end learning
LeKiwi - Low-Cost Mobile Manipulator
A wireless mod for the TI-84 (not CE).
Turn any glasses into AI-powered smart glasses
https://www.youtube.com/watch?v=w-wxguIs-0I
https://hackaday.io/project/189041-a-workbench-companion-from-an-amazon-echo-dot https://www.youtube.com/watch?v=bO-DWWFolPw&embeds_referring_euri=https%3A%2F%2Fhackaday.io%2F&source_ve_path=MjM4NTE&feature=emb_title