io.github.jkanselaar/python-code-validator

Validates AI-generated Python: syntax, lint, security scan and deterministic repair.

GitHub

No known CVEs

MIT license

Actively maintained

Last commit 9d ago

Works with most clients

Transport: http

0 tools

Grade F

MCPpedia last refreshed this data 22h ago

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io.github.jkanselaar/python-code-validator is an MCP server that validates AI-generated Python: syntax, lint, security scan and deterministic repair. Its tool list has not been published yet over http, requires no API key, and scores 42/100 on MCPpedia's security, maintenance and efficiency rubric.

Security

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktophttp · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "python-code-validator": {
      "url": "https://api.statemind.ai/mcp",
      "type": "http",
      "headers": {
        "Authorization": "Bearer msvc_free_…"
      }
    }
  }
}

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[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-jkanselaar-python-code-validator)](https://mcppedia.org/s/io-github-jkanselaar-python-code-validator)

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What io.github.jkanselaar/python-code-validator does

A hosted service that proves AI-generated Python does what you asked. State the intent — assertions or doctest lines — and the code is run against it inside a container with no network and a read-only filesystem; a fix comes back only when every example passes. On the QuixBugs defects that is 41% repaired and 77% refused as not doing what they say, with no false alarms on the corrected

Test This Server

No automated test available for this server. Check the GitHub README for setup instructions.

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

42/100across 5 weighted dimensions

How we score →

0255075100

−58

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

No package registry to scan.

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Frequently Asked Questions

Is io.github.jkanselaar/python-code-validator safe to use?: io.github.jkanselaar/python-code-validator has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments. Licensed under MIT.
How do I install io.github.jkanselaar/python-code-validator?: io.github.jkanselaar/python-code-validator supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What AI clients work with io.github.jkanselaar/python-code-validator?: io.github.jkanselaar/python-code-validator is compatible with claude-desktop, cursor, claude-code. It uses http transport.
Is io.github.jkanselaar/python-code-validator actively maintained?: io.github.jkanselaar/python-code-validator is actively maintained — last commit was 9 days ago.

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Community

Discussion

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Has anyone used this with Cursor?How do you handle auth?Any alternatives?

{ "mcpServers": { "python-code-validator": { "url": "https://api.statemind.ai/mcp", "type": "http", "headers": { "Authorization": "Bearer msvc_free_…" } } } }

Frequently Asked Questions

Is io.github.jkanselaar/python-code-validator safe to use?

io.github.jkanselaar/python-code-validator has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments. Licensed under MIT.

How do I install io.github.jkanselaar/python-code-validator?

io.github.jkanselaar/python-code-validator supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.

What AI clients work with io.github.jkanselaar/python-code-validator?

io.github.jkanselaar/python-code-validator is compatible with claude-desktop, cursor, claude-code. It uses http transport.

Is io.github.jkanselaar/python-code-validator actively maintained?

io.github.jkanselaar/python-code-validator is actively maintained — last commit was 9 days ago.