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Python Code Reviewer

R0· no sign-in

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

v1.27.1 · active · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality79good
Trust76of 100
Uptime, 30 days96%
Latency p50749 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "python-code-reviewer": {
      "type": "http",
      "url": "https://43-134-36-21.duckdns.org/mcp/mcp"
    }
  }
}
claude mcp add --transport http python-code-reviewer https://43-134-36-21.duckdns.org/mcp/mcp
[mcp_servers.python-code-reviewer]
url = "https://43-134-36-21.duckdns.org/mcp/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "python-code-reviewer": {
      "type": "remote",
      "url": "https://43-134-36-21.duckdns.org/mcp/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "python-code-reviewer": {
      "type": "http",
      "url": "https://43-134-36-21.duckdns.org/mcp/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=python-code-reviewer&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vNDMtMTM0LTM2LTIxLmR1Y2tkbnMub3JnL21jcC9tY3AifQ%3D%3D"
}
{
  "servers": {
    "python-code-reviewer": {
      "type": "http",
      "url": "https://43-134-36-21.duckdns.org/mcp/mcp"
    }
  }
}
{
  "mcpServers": {
    "python-code-reviewer": {
      "httpUrl": "https://43-134-36-21.duckdns.org/mcp/mcp"
    }
  }
}
extensions:
  "python-code-reviewer":
    enabled: true
    name: "python-code-reviewer"
    type: streamable_http
    uri: "https://43-134-36-21.duckdns.org/mcp/mcp"
    timeout: 300

Quality 79 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene71 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • fail
    tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
  • fail
    tools.directory_hintsno 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_costabout 194 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

2 tools, about 194 tokens to load them all · tool set 7172120140f6 · checked 2026-10-20 12:13 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 76 / 100

no-repository
provenance45
liveness98
freshness85
hygiene80

+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. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://43-134-36-21.duckdns.org/mcp/mcp streamable-httpnoneyes96%749 ms2025-11-252026-10-20

Tools (2)

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/standard/deep)
python_quality_scoreReturn only the code quality score and brief rating, without a full report. Args: code: The Python code to score

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "org.duckdns.43-134-36-21/python-code-reviewer",
  "title": "Python Code Reviewer",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://43-134-36-21.duckdns.org/mcp/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.27.1",
  "description": "Security + bug + perf + refactor audit for Python. Returns 0-10 score + MD report."
}