Context7 vs Code of Paper
Context7 is an MCP server published by docker. Marketplaces we read that list it: 1 (Docker MCP Catalog). Code of Paper is an MCP server published by isagelswann. 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
| Marketplace |  Context7 |  Code of Paper |
|---|---|---|
| Docker MCP Catalog | Listed Version: not stated No figure published Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 0.3.2 Downloads/month (PyPI): 87 Downloads/week (PyPI): 34 Forks (GitHub): 0 Stars (GitHub): 1 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 | Context7 | Code of Paper |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | No figure on GitHub | 1 |
| Forks (GitHub) (differs) | No figure on GitHub | 0 |
| Last release | Not published | Not published |
| Where it runs (differs) | Remote server (mcp.context7.com/mcp) | On your machine (codeofpaper) |
| Transport (differs) | Streamable HTTP | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | 1, secrets among them: 1 | 1, secrets among them: 0 |
| Licence (differs) | Apache-2.0 | Not stated |
| Repository (differs) | Not stated | github.com/isagelswann/codeofpaper-cli |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | not checked yet | 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
Context7
Pull up-to-date, version-specific documentation and code examples for any library or framework straight into your prompt.
Code of Paper
Find GitHub implementations of arXiv research papers — paper lookup, ranked code, search.
How to run each
Context7 As a remote MCP server
claude mcp add --transport http context7 https://mcp.context7.com/mcpRequires: CONTEXT7_API_KEY (secret)
Code of Paper As a local MCP server: PyPI package
claude mcp add --transport stdio codeofpaper -- uvx --from "codeofpaper[mcp]" codeofpaper-mcp codeofpaperCommands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
Neither one's marketplaces publish a list of tools, so there is nothing to compare.
Settings each asks for
Only Context7 asks for
CONTEXT7_API_KEY (secret)
Only Code of Paper asks for
CODEOFPAPER_API_URL
Settings as each marketplace publishes them. Asking for fewer is not better in itself.
What it can do: Context7 · What it can do: Code of Paper · 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.