Code Summarizer

Name: Code Summarizer
Author: nicobailon

by nicobailon

A command-line tool and MCP server that summarizes code files using Gemini Flash 2.0

6 GitHub

No known CVEs

No license

Stale

Last commit 442d ago

Works with most clients

Transport: stdio, sse, http

0 tools

Grade F

Edit this pageView history

Developer Tools AI / ML

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopstdio, sse, http · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "code-summarizer": {
      "command": "<see-readme>",
      "args": []
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/code-summarizer)](https://mcppedia.org/s/code-summarizer)

Read me

What Code Summarizer 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!

Test This Server

No automated test available for this server. Check the GitHub README for setup instructions.

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

24/100across 5 weighted dimensions

How we score →

0255075100

−76

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

No package registry to scan.

Community

Reviews

Be the first to review

Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is Code Summarizer safe to use?: Code Summarizer has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
How do I install Code Summarizer?: Code Summarizer can be installed by cloning its GitHub repository and following the setup instructions in the README.
What AI clients work with Code Summarizer?: Code Summarizer is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.
Is Code Summarizer actively maintained?: Code Summarizer is not actively maintained — last commit was 442 days ago. It has 6 GitHub stars.

Similar servers

Others in developer-tools / ai-ml

View all →

Sequential Thinking MCP Server98

Dynamic problem-solving through sequential thought chains

87.0k 1

Memory MCP Server98

Persistent memory using a knowledge graph

87.0k 5

Supabase MCP Server97

Manage Supabase projects — databases, auth, storage, and edge functions

2.7k 4

XcodeBuildMCP97

XcodeBuildMCP provides tools for Xcode project management, simulator management, and app utilities.

5.9k 1

MCP Security Weekly

Get CVE alerts and security updates for Code Summarizer and similar servers.

Community

Discussion

Start a conversation

Ask a question, share a tip, or report an issue.

Has anyone used this with Cursor?How do you handle auth?Any alternatives?

Frequently Asked Questions

Is Code Summarizer safe to use?

Code Summarizer has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.

How do I install Code Summarizer?

Code Summarizer can be installed by cloning its GitHub repository and following the setup instructions in the README.

What AI clients work with Code Summarizer?

Code Summarizer is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.

Is Code Summarizer actively maintained?

Code Summarizer is not actively maintained — last commit was 442 days ago. It has 6 GitHub stars.