Security + bug + perf + refactor audit for Python. Returns 0-10 score + MD report.
Free account. Installing gives you the manifest plus copy-paste snippets.
See reviewsImported from the official MCP registry - entry
org.duckdns.43-134-36-21/python-code-reviewerv1.27.1. Ratings and installs below are from this marketplace.
Security + bug + perf + refactor audit for Python. Returns 0-10 score + MD report.
streamable-http https://43-134-36-21.duckdns.org/mcp/mcpRegistry entry: org.duckdns.43-134-36-21/python-code-reviewer
Copy one of these into your project. Installing also returns the manifest and these snippets.
targets:
- https://api.opensmartroute.ai/api/v1/registry/mcp-org-duckdns-43-134-36-21-python-code-reviewer/manifest # or paste the manifest belowAn Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.
{
"ocm": "1",
"id": "mcp-org-duckdns-43-134-36-21-python-code-reviewer",
"kind": "tool",
"name": "Python Code Reviewer",
"description": "Security + bug + perf + refactor audit for Python. Returns 0-10 score + MD report.",
"publisher": "org.duckdns.43-134-36-21",
"version": "1.27.1",
"capabilities": {
"domains": [
"coding",
"math"
],
"tags": [
"mcp",
"mcp-server",
"mcp-registry"
],
"languages": [
"en"
],
"supports_tools": true
},
"quality_prior": 0.6,
"examples": [
"Security + bug + perf + refactor audit for Python. Returns 0-10 score + MD report."
],
"primary": false,
"metadata": {
"source": {
"provider": "mcp-registry",
"path": "server.json",
"ref": "1.27.1",
"url": "https://registry.modelcontextprotocol.io/v0/servers/org.duckdns.43-134-36-21%2Fpython-code-reviewer",
"key": "org.duckdns.43-134-36-21/python-code-reviewer",
"registry": "https://registry.modelcontextprotocol.io"
}
},
"endpoints": [
{
"protocol": "mcp",
"url": "https://43-134-36-21.duckdns.org/mcp/mcp"
}
]
}Fetch it by URL: GET /api/v1/registry/mcp-org-duckdns-43-134-36-21-python-code-reviewer/manifest?version=1.27.1
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