How do I install the code summarizer mcp server?

This profile does not contain a verified copy-paste launch configuration. Follow the current project documentation to confirm the runtime, entry point, transport and authentication before registering it in your client.

What credentials does it need?

It reads `GOOGLE_API_KEY` from the environment. Store these in your client's env block or a secrets manager — never commit them to a repository — and grant the narrowest scope that still covers your use case.

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Code Summarizer MCP Server

Command-line tool to summarize code files using Gemini Flash 2.0

Local serverstdioPython

What is the Code Summarizer MCP Server?

Command-line tool to summarize code files using Gemini Flash 2.0

What it actually does

A command-line tool that summarizes code files in a given directory using Gemini Flash 2.0. Now with MCP server support for integration with LLM tools!

Recursively processes code files in a directory
Respects .gitignore rules
Skips irrelevant directories like node_modules, dist, etc
Summarizes code files using Gemini Flash 2.0
Outputs summaries to a text file
Configurable detail level and summary length

Configuration

Node.js 18+

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

Tool	What it does
summarize_file	Summarize a single file with options
summarize_directory	Summarize a directory with options
set_config	Update configuration options

How to install the Code Summarizer MCP Server

{
  "mcpServers": {
    "code-summarizer": {
      "transport": "sse",
      "url": "http://localhost:24312/sse",
      "headers": {
        "x-api-key": "YOUR_X_API_KEY"
      }
    }
  }
}

From the project documentation. Replace placeholders and example paths before connecting.

Configuration

Node.js 18+

Example prompts to try

“Use Code Summarizer to summarize file.”
“Use Code Summarizer to summarize directory.”
“Use Code Summarizer to set config.”

Frequently asked questions

Command-line tool to summarize code files using Gemini Flash 2.0 Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.