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Comparison

DeepWiki vs Octocode MCP - AI Context Platform

DeepWiki is an MCP server published by docker. Marketplaces we read that list it: 1 (Docker MCP Catalog). Octocode MCP - AI Context Platform is an MCP server published by bgauryy. Marketplaces we read that list it: 2 (Official MCP Registry, npm registry (MCP servers)). As of our marketplace pass on 2026-10-23. 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
MarketplaceDeepWikiOctocode MCP - AI Context Platform
Docker MCP Catalog Listed
Version: not stated
No figure published
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 7.0.9
Downloads/month (npm): 8 434
Downloads/week (npm): 1 001
Forks (GitHub): 79
Stars (GitHub): 955
Not marked · First seen
npm registry (MCP servers) Not listed Listed
Version: 19.1.0
Downloads/month (npm): 8 434
Downloads/week (npm): 1 001
Forks (GitHub): 79
Stars (GitHub): 952
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

DeepWiki vs Octocode MCP - AI Context Platform
FactDeepWikiOctocode MCP - AI Context Platform
Marketplaces that list it (differs)1 (worse)2 (better)
Stars (GitHub) (differs)No figure on GitHub955
Forks (GitHub) (differs)No figure on GitHub79
Last releaseNot publishedNot published
Where it runs (differs)Remote server (mcp.deepwiki.com/sse)On your machine (octocode-mcp)
Transport (differs)SSEstdio
Tools it declares (differs)3Not published
Environment variables it asks for (differs)Not published1, secrets among them: 1
Licence (differs)Apache-2.0MIT
Repository (differs)Not statedgithub.com/bgauryy/octocode-mcp
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)Answered with HTTP 410 (6 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

DeepWiki

In its own words, on Docker MCP Catalog:

Tools for fetching and asking questions about GitHub repositories.

Octocode MCP - AI Context Platform

In its own words, on Official MCP Registry:

AI code research platform. Search, analyze, and extract insights from any GitHub repository.

How to run each

DeepWiki As a remote MCP server

Claude Code
claude mcp add --transport sse deepwiki https://mcp.deepwiki.com/sse

Octocode MCP - AI Context Platform As a local MCP server: npm package

Claude Code
claude mcp add --env "GITHUB_TOKEN=<YOUR_GITHUB_TOKEN>" --transport stdio octocode-mcp -- npx -y octocode-mcp

Requires: GITHUB_TOKEN (secret)

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

Only DeepWiki has a remote endpoint we check. How we check endpoints

Tools each declares

The marketplaces of Octocode MCP - AI Context Platform publish no list of tools, so we do not compare tools.

Settings each asks for

The marketplaces of DeepWiki publish no settings it asks for, so we do not compare settings.

What it can do: DeepWiki · What it can do: Octocode MCP - AI Context Platform · 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. Package data comes from the public npm registry (registry.npmjs.org). 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