Code Interpreter Agent by Nova (CIVAI) vs Qiskit Documentation MCP Server
Code Interpreter Agent by Nova (CIVAI) is an MCP server published by nova.civai.co. Marketplaces we read that list it: 1 (Official MCP Registry). Qiskit Documentation MCP Server is an MCP server published by Qiskit. Marketplaces we read that list it: 2 (Official MCP Registry, PyPI (MCP servers)). As of our marketplace pass on 2026-10-27. 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
| Marketplace |  Code Interpreter Agent by Nova (CIVAI) |  Qiskit Documentation MCP Server |
|---|---|---|
| Official MCP Registry | Listed Version: 1.0.0 No figure published Not marked · First seen |
Listed Version: 0.3.0 Downloads/month (PyPI): 308 Downloads/week (PyPI): 618 Forks (GitHub): 21 Stars (GitHub): 41 Not marked · First seen |
| PyPI (MCP servers) | Not listed | Listed Version: 0.3.0 Downloads/month (PyPI): 308 Downloads/week (PyPI): 618 Forks (GitHub): 21 Stars (GitHub): 41 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
| Fact | Code Interpreter Agent by Nova (CIVAI) | Qiskit Documentation MCP Server |
|---|---|---|
| Marketplaces that list it (differs) | 1 (worse) | 2 (better) |
| Stars (GitHub) (differs) | No figure on GitHub | 41 |
| Forks (GitHub) (differs) | No figure on GitHub | 21 |
| Last release | Not published | Not published |
| Where it runs (differs) | Remote server (nova.civai.co/mcp/agents/code-interpreter-agent) | On your machine (qiskit-docs-mcp-server) |
| Transport (differs) | Streamable HTTP | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | Not published | 2, secrets among them: 0 |
| Licence (differs) | Not stated | Apache-2.0 |
| Repository (differs) | Not stated | github.com/qiskit/mcp-servers |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | Responded 5 days ago | no remote endpoint we check |
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
Code Interpreter Agent by Nova (CIVAI)
I do everything related to coding and execution tasks
Qiskit Documentation MCP Server
MCP server for querying and retrieving Qiskit documentation, guides, and API references
How to run each
Code Interpreter Agent by Nova (CIVAI) As a remote MCP server
claude mcp add --transport http code-interpreter-agent https://nova.civai.co/mcp/agents/code-interpreter-agentQiskit Documentation MCP Server As a local MCP server: PyPI package
claude mcp add --transport stdio qiskit-docs-mcp-server -- uvx qiskit-docs-mcp-serverCommands built only from what the marketplaces declare; the full set for every client is on each card.
Only Code Interpreter Agent by Nova (CIVAI) 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
The marketplaces of Code Interpreter Agent by Nova (CIVAI) publish no settings it asks for, so we do not compare settings.
What it can do: Code Interpreter Agent by Nova (CIVAI) · What it can do: Qiskit Documentation MCP Server · Compare two other plugins
Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Package data comes from the Python Package Index (pypi.org). Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.