Overview
Code2Flow MCP Server is a project that wraps the code2flow command-line tool into an MCP (Model Context Protocol) server, allowing AI applications to generate and access code call graphs through a standardized MCP protocol.
To use the Code2Flow MCP Server, clone the repository, set up a virtual environment, install dependencies, and run the server using Python. You can also use MCP tools to interact with the server.
- Analyzes source code and generates call graphs - Supports multiple programming languages (Python, JavaScript, Ruby, PHP) - Provides services via MCP protocol for easy integration with AI applications - Outputs images in PNG format - Includes version checking and code complexity analysis features
- Generating call graphs for codebases in various programming languages.
- Analyzing code complexity to improve code quality.
- Integrating with AI applications for enhanced code understanding.
Add to your AI client
Use these steps to connect Code2Flow MCP 服务器 in Cursor, Claude, VS Code, and other MCP-compatible apps. The same JSON appears in the Use with menu above for one-click copy.
Cursor
Add this to your .cursor/mcp.json file in your project root, then restart Cursor.
.cursor/mcp.json
{
"mcpServers": {
"code2flow-mcp-server-kursk-ye": {
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-code2flow-mcp-server-kursk-ye"
]
}
}
}Claude Desktop
Add this server entry to the mcpServers object in your Claude Desktop config, then restart the app.
~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows)
{
"mcpServers": {
"code2flow-mcp-server-kursk-ye": {
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-code2flow-mcp-server-kursk-ye"
]
}
}
}Claude Code
Add this to your project's .mcp.json file. Claude Code will detect it automatically.
.mcp.json (project root)
{
"mcpServers": {
"code2flow-mcp-server-kursk-ye": {
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-code2flow-mcp-server-kursk-ye"
]
}
}
}VS Code (Copilot)
Add this to your .vscode/mcp.json file. Requires the GitHub Copilot extension with MCP support enabled.
.vscode/mcp.json
{
"servers": {
"code2flow-mcp-server-kursk-ye": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-code2flow-mcp-server-kursk-ye"
]
}
}
}Windsurf
Add this to your Windsurf MCP config file, then restart Windsurf.
~/.codeium/windsurf/mcp_config.json
{
"mcpServers": {
"code2flow-mcp-server-kursk-ye": {
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-code2flow-mcp-server-kursk-ye"
]
}
}
}Cline
Open Cline settings, navigate to MCP Servers, and add this server configuration.
Cline MCP Settings (via UI)
{
"mcpServers": {
"code2flow-mcp-server-kursk-ye": {
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-code2flow-mcp-server-kursk-ye"
]
}
}
}FAQ
What programming languages does Code2Flow MCP Server support?
It supports Python, JavaScript, Ruby, and PHP.
How do I install Code2Flow MCP Server?
Clone the repository, create a virtual environment, install dependencies, and run the server.
Can I use it with AI applications?
Yes! It is designed for easy integration with AI applications through the MCP protocol.7:["$","div",null,{"className":"container mx-auto flex flex-col gap-4","children":["$L26","$L27",["$","$L28",null,{"currentProject":{"id":3378,"uuid":"5795350d-180c-45cb-8408-ede693ac67c0","name":"code2flow-mcp-server","title":"Code2Flow MCP 服务器","description":"Code2Flow MCP服务器,用于生成代码调用图并通过MCP协议提供服务","avatar_url":"https://avatars.githubusercontent.com/u/4711297?v=4","created_at":"2025-03-19T06:38:51.984Z","updated_at":"2025-03-19T06:46:52.021Z","status":"created","author_name":"kursk-ye","author_avatar_url":"https://avatars.githubusercontent.com/u/4711297?v=4","tags":"code2flow,mcp-server,code-analysis","category":"developer-tools","is_featured":false,"sort":1,"url":"https://github.com/kursk-ye/code2flow-mcp-server","target":"_self","content":"$29","summary":"$2a","img_url":null,"type":null,"metadata":"{\"star\":\"0\",\"license\":\"\",\"language\":\"Python\",\"is_official\":false,\"latest_commit_time\":\"2025-03-19 14:00:17\"}","user_uuid":null,"tools":null,"sse_url":null,"sse_provider":null,"sse_params":null,"is_official":false,"server_command":null,"server_params":null,"server_config":null,"allow_call":false,"is_innovation":false,"is_dxt":false,"dxt_manifest":null,"dxt_file_url":null,"is_audit":false},"randomProjects":[],"currentServerKey":"$undefined"}]]}]