Index / MCP servers / Python Code Reviewer

Python Code Reviewer MCP server

Connect Python Code Reviewer and your agent gets 2 tools, among them python_code_review, python_quality_score. It answers at https://43-134-36-21.duckdns.org/mcp/mcp over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 6 of 6 times since 12 September 2026; the last check, on 24 October 2026, succeeded.

Status
Answering
Tools
2
Official
yes, served from duckdns.org
Reliability
6 of 6 checks
Response time
711 ms
Transport
streamable HTTP
Last checked
24 October 2026

Security + bug + perf + refactor audit for Python. Returns 0-10 score + MD report.

Description as the publisher wrote it.

The 2 tools Python Code Reviewer offers

ToolWhat it does
python_code_reviewReview Python code and output a structured report: security vulnerabilities, bug detection, performance optimization suggestions, code standards, and refactoring advice. Args: code: The Python code to review depth: Review depth (quick/stand
Inputs: code, depth
python_quality_scoreReturn only the code quality score and brief rating, without a full report. Args: code: The Python code to score
Inputs: code

Add Python Code Reviewer to your AI client

Every block below points at https://43-134-36-21.duckdns.org/mcp/mcp. Pick your client and copy.

Claude Code: one command in your terminal
claude mcp add --transport http python-code-reviewer https://43-134-36-21.duckdns.org/mcp/mcp
Claude Desktop: claude_desktop_config.json
{
  "mcpServers": {
    "python-code-reviewer": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://43-134-36-21.duckdns.org/mcp/mcp"]
    }
  }
}
Cursor: ~/.cursor/mcp.json, or .cursor/mcp.json in a project
{
  "mcpServers": {
    "python-code-reviewer": {
      "url": "https://43-134-36-21.duckdns.org/mcp/mcp"
    }
  }
}
VS Code and GitHub Copilot: .vscode/mcp.json
{
  "servers": {
    "python-code-reviewer": {
      "type": "http",
      "url": "https://43-134-36-21.duckdns.org/mcp/mcp"
    }
  }
}
Zed: Zed settings.json
{
  "context_servers": {
    "python-code-reviewer": {
      "url": "https://43-134-36-21.duckdns.org/mcp/mcp"
    }
  }
}
Windsurf: ~/.codeium/mcp_config.json
{
  "mcpServers": {
    "python-code-reviewer": {
      "serverUrl": "https://43-134-36-21.duckdns.org/mcp/mcp"
    }
  }
}
JetBrains AI Assistant: Settings, Tools, AI Assistant, MCP, New MCP Server, as JSON
{
  "mcpServers": {
    "python-code-reviewer": {
      "url": "https://43-134-36-21.duckdns.org/mcp/mcp"
    }
  }
}
Continue: .continue/mcpServers/neuronto.yaml
name: Python Code Reviewer
version: 0.0.1
schema: v1
mcpServers:
  - name: Python Code Reviewer
    type: streamable-http
    url: https://43-134-36-21.duckdns.org/mcp/mcp
Gemini CLI: ~/.gemini/settings.json
{
  "mcpServers": {
    "python-code-reviewer": {
      "httpUrl": "https://43-134-36-21.duckdns.org/mcp/mcp"
    }
  }
}
Codex CLI: MCP server config
{
  "mcpServers": {
    "python-code-reviewer": {
      "type": "http",
      "url": "https://43-134-36-21.duckdns.org/mcp/mcp"
    }
  }
}
Warp: MCP servers, + Add, paste JSON
{
  "mcpServers": {
    "python-code-reviewer": {
      "url": "https://43-134-36-21.duckdns.org/mcp/mcp"
    }
  }
}
Goose: a one-click extension link
goose://extension?url=https%3A%2F%2F43-134-36-21.duckdns.org%2Fmcp%2Fmcp&type=streamable_http&id=python-code-reviewer&name=Python%20Code%20Reviewer

Is Python Code Reviewer up right now?

It answered our last check on 24 October 2026 in 711 ms. Over 6 checks since 12 September 2026 it answered 6. Status here comes from Neuronto's own probes, not from the publisher.

MCP servers similar to Python Code Reviewer

Questions about Python Code Reviewer

Is there an official Python Code Reviewer MCP server?

Yes. It is published by duckdns.org and served from 43-134-36-21.duckdns.org, the vendor's own domain: https://43-134-36-21.duckdns.org/mcp/mcp.

How many tools does Python Code Reviewer have?

2, as returned by the server's own tools/list on 23 September 2026: python_code_review, python_quality_score.

Is Python Code Reviewer down?

It answered our last check on 24 October 2026 in 711 ms. Over 6 checks since 12 September 2026 it answered 6.

How do I add Python Code Reviewer to Cursor?

Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://43-134-36-21.duckdns.org/mcp/mcp. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.

Does Python Code Reviewer need an API key?

It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.

Where this comes from

Publisher: org.duckdns.43-134-36-21. Endpoint host: 43-134-36-21.duckdns.org. ARD identifier: urn:air:org.duckdns.43-134-36-21:mcp:python-code-reviewer. First indexed 10 September 2026. The tools are exactly what the server returned; nothing on this page is inferred from its name. Ranking in Neuronto search is never for sale.

Is this your server? Get a message the day it stops answering or its tools change: monitoring, 14 days free. Or claim the domain to manage how it is listed.