Python Code Reviewer

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

Should I use this

Quality & Safety

B
Description quality
75%
Schema completeness
80%
Naming quality
80%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (1)

  • LOWTool 'python_quality_score' description lacks action verbin python_quality_score

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~256Tokens (tool definitions)
~890 BTypical response size
Minimal attention impact (0.20% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "python-code-reviewer": {
      "url": "https://43-134-36-21.duckdns.org/mcp/mcp"
    }
  }
}

Remote endpoints

https://43-134-36-21.duckdns.org/mcp/mcpstreamable-http

What it can do

Tool inventory

Tools (2)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
⚪python_code_review(code, depth)

Review 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/standard/deep)

Input Schema

{
  "type": "object",
  "properties": {
    "code": {
      "title": "Code",
      "type": "string"
    },
    "depth": {
      "default": "standard",
      "title": "Depth",
      "type": "string"
    }
  },
  "required": [
    "code"
  ],
  "title": "python_code_reviewArguments"
}

Output Schema

{
  "type": "object",
  "properties": {
    "result": {
      "title": "Result",
      "type": "string"
    }
  },
  "required": [
    "result"
  ],
  "title": "python_code_reviewOutput"
}
⚪python_quality_score(code)

Return only the code quality score and brief rating, without a full report. Args: code: The Python code to score

Input Schema

{
  "type": "object",
  "properties": {
    "code": {
      "title": "Code",
      "type": "string"
    }
  },
  "required": [
    "code"
  ],
  "title": "python_quality_scoreArguments"
}

Output Schema

{
  "type": "object",
  "properties": {
    "result": {
      "title": "Result",
      "type": "string"
    }
  },
  "required": [
    "result"
  ],
  "title": "python_quality_scoreOutput"
}

Community

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Evidence

Recent observations

verifiedversion not recorded2 tools
verifiedversion not recorded2 tools