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Python Interpreter vs Run Python

Python Interpreter is an MCP server published by akuadane. Marketplaces we read that list it: 1 (Docker MCP Catalog). Run Python is an MCP server published by hal9ai. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-12. 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 InterpreterRun Python
Docker MCP Catalog Listed
Version: sha256:d6ce03d191c7
Forks (GitHub): 5
Pulls (Docker Hub): 57 322
Stars (Docker Hub): 2
Stars (GitHub): 16
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.0.1
Forks (GitHub): 1
Stars (GitHub): 0
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 Interpreter vs Run Python
FactPython InterpreterRun Python
Marketplaces that list it11
Stars (GitHub) (differs)16 (better)0 (worse)
Pulls (Docker Hub) (differs)57 322No figure on Docker Hub
Forks (GitHub) (differs)5 (better)1 (worse)
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/mcp-code-interpreter)Remote server (next.hal9.ai/mcp/mcpbuild/run-python)
Transport (differs)stdioStreamable HTTP
Tools it declares (differs)1Not published
Environment variables it asks forNot publishedNot published
Licence (differs)MITNot stated
Repository (differs)github.com/akuadane/mcp-code-interpretergithub.com/hal9ai/mcp.build
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)no remote endpoint we checknot 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 Interpreter

In its own words, on Docker MCP Catalog:

A Python-based execution tool that mimics a Jupyter notebook environment. It accepts code snippets, executes them, and maintains state across sessions — preserving variables, imports, and past results. Ideal for iterative development, debugging, or code execution.

Run Python

In its own words, on Official MCP Registry:

Run Python code from natural language prompts, with optional PyPI package install.

How to run each

Python Interpreter As a local MCP server: Docker image

Claude Code
claude mcp add --transport stdio mcp-code-interpreter -- docker run -i --rm mcp/mcp-code-interpreter

Run Python As a remote MCP server

Claude Code
claude mcp add --transport http run-python https://next.hal9.ai/mcp/mcpbuild/run-python

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

Tools each declares

The marketplaces of Run Python publish no list of tools, so we do not compare tools.

Settings each asks for

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

What it can do: Python Interpreter · What it can do: Run Python · Compare two other plugins

Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. 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