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Python Code Validator vs Polyglot-Debugger

Python Code Validator is an MCP server published by statemind.ai. Marketplaces we read that list it: 1 (Official MCP Registry). Polyglot-Debugger is an MCP server published by Evozim. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-13. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.

Where each is published

Where each is published
MarketplacePython Code ValidatorPolyglot-Debugger
Official MCP Registry Listed
Version: 1.22.0
Forks (GitHub): 0
Stars (GitHub): 0
Not marked · First seen
Listed
Version: 1.0.0
No figure published
Not marked · First seen

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

The facts side by side

Python Code Validator vs Polyglot-Debugger
FactPython Code ValidatorPolyglot-Debugger
Marketplaces that list it11
Stars (GitHub) (differs)0No figure on GitHub
Forks (GitHub) (differs)0No figure on GitHub
Last releaseNot publishedNot published
Where it runs (differs)Remote server (api.statemind.ai/mcp)Remote server (polyglot-debugger-mcp.vercel.app/api/mcp)
Transport (differs)Streamable HTTPSSE
Tools it declaresNot publishedNot published
Environment variables it asks forNot publishedNot published
LicenceNot statedNot stated
Repository (differs)github.com/jkanselaar/python-code-validatorNot stated
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)Responded 12 h agonot checked yet

Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.

What each says it does

Python Code Validator

In its own words, on Official MCP Registry:

Proves AI-generated Python does what you asked: lint, types, security, sandbox run, exact fixes.

Polyglot-Debugger

In its own words, on Official MCP Registry:

Multi-language debug skills and code execution helper.

How to run each

Python Code Validator As a remote MCP server

Claude Code
claude mcp add --transport http python-code-validator https://api.statemind.ai/mcp --header "Authorization: Bearer <YOUR_TOKEN>"

Requires: Authorization header

Polyglot-Debugger As a remote MCP server

Claude Code
claude mcp add --transport sse polyglot-debugger https://polyglot-debugger-mcp.vercel.app/api/mcp --header "payment-signature: <YOUR_PAYMENT_SIGNATURE>"

Requires: payment-signature header

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Only Python Code Validator has a remote endpoint we check. How we check endpoints

Tools each declares

Neither one's marketplaces publish a list of tools, so there is nothing to compare.

Settings each asks for

Neither one's marketplaces publish the settings it asks for.

What it can do: Python Code Validator · What it can do: Polyglot-Debugger · Compare two other plugins

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built