# Python Code Reviewer

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

- name: org.duckdns.43-134-36-21/python-code-reviewer
- version: 1.27.1
- connection class: R0 (autonomous)
- trust: 76/100 flags: no-repository
- quality: 79/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/org.duckdns.43-134-36-21%2Fpython-code-reviewer
- tools: https://api.protogrid.dev/v1/servers/org.duckdns.43-134-36-21%2Fpython-code-reviewer/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

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


## Trust

- hygiene: 80
- liveness: 98
- freshness: 85
- provenance: 45
- drivers: +dns-namespace +reachable +uptime-96% ~updated-63d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 79/100 (good)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 71 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- fail `tools.annotations`: no tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: python_code_review (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); python_quality_score (readOnlyHint, destructiveHint, idempotentHint, openWorldHint)
- pass `tools.token_cost`: about 194 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 100 (weight 15)

- pass `stability.changes`: no tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 2, about 194 tokens to load them all
- tool set hash: 7172120140f683e39a519bf4fe89931b
- badge: [![protogrid quality](https://protogrid.dev/badge/org.duckdns.43-134-36-21/python-code-reviewer.svg)](https://protogrid.dev/servers/org.duckdns.43-134-36-21/python-code-reviewer)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://43-134-36-21.duckdns.org/mcp/mcp (streamable-http, auth none, reachable true, uptime30d 0.9591837)

## Packages

_none_

## Tools (2)

- `python_code_review`: 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)
    
- `python_quality_score`: Return only the code quality score and brief rating, without a full report.

    Args:
        code: The Python code to score