What tools does the python-code-reviewer MCP server provide?

python-code-reviewer exposes 2 tools: python_code_review, python_quality_score. This list was returned by the running server when we connected to it.

Does python-code-reviewer require an API key?

No. python-code-reviewer answered a tools/list request without credentials.

How do I install python-code-reviewer?

Run: claude mcp add --transport http python-code-reviewer https://43-134-36-21.duckdns.org/mcp/mcp. One-click install links for Cursor and VS Code are also available on the server's page.

Connection check verified live · 26h ago

python-code-reviewer

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

Code & repositories Data & analytics

Install

Remote (HTTP)

claude mcp add --transport http python-code-reviewer https://43-134-36-21.duckdns.org/mcp/mcp

Tools 2

GitHub stars —

Installs / wk —

Licence —

Transport streamable-http

Last checked 26h ago

Tools & capabilities

2 tools

Read from the running server on 26h ago.

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:…

python_quality_score code*

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

Context cost

Light

Connecting this server adds 2 tool definitions to every request — roughly 180 tokens before you ask anything.

Adds little to your context. Safe to keep connected.

Estimated at ~90 tokens per tool. Actual size varies with schema complexity — treat this as an order of magnitude, not a measurement.

both mention “perf” · 4 tools

grasp local install

both mention “refactor” · 153 tools

weavatrix-refactor local install

both mention “refactor”

pingfusi local install

both mention “reviewer”

athena-loops local install

both mention “reviewer”

grok-mcp local install

both mention “reviewer” · 4 tools

Ranked by shared tools where both expose an inventory, otherwise by shared wording.

Source & links

Registry: org.duckdns.43-134-36-21/python-code-reviewer
Endpoint: https://43-134-36-21.duckdns.org/mcp/mcp
Sources: registry