Code Intelligence vs io.github.HarimxChoi/google-surf-mcp
Code Intelligence is a plugin bundle for AI coding tools published by eugenelim. Marketplaces we read that list it: 1 (Community GitHub marketplaces). io.github.HarimxChoi/google-surf-mcp is an MCP server published by HarimxChoi. Marketplaces we read that list it: 2 (Official MCP Registry, npm registry (MCP servers)). As of our marketplace pass on 2026-10-22. 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 |  io.github.HarimxChoi/google-surf-mcp | |
|---|---|---|
| Community marketplace eugenelim/agent-ready-repo | Listed Version: 0.1.10 Forks (GitHub): 7 Stars (GitHub): 25 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 1.1.4 Downloads/month (npm): 1 729 Downloads/week (npm): 104 Forks (GitHub): 32 Stars (GitHub): 291 Not marked · First seen |
| npm registry (MCP servers) | Not listed | Listed Version: 1.1.4 Downloads/month (npm): 1 729 Downloads/week (npm): 104 Forks (GitHub): 32 Stars (GitHub): 291 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 Intelligence | io.github.HarimxChoi/google-surf-mcp |
|---|---|---|
| Marketplaces that list it (differs) | 1 (worse) | 2 (better) |
| Stars (GitHub) (differs) | 25 (worse) | 291 (better) |
| Forks (GitHub) (differs) | 7 (worse) | 32 (better) |
| Last release (differs) | 2026-10-21 (better) | 2026-10-20 (worse) |
| Where it runs (differs) | Installs as a plugin bundle | On your machine (google-surf-mcp) |
| Transport (differs) | Not stated | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | Not published | 29, secrets among them: 4 |
| Hooks it runs (differs) | 1 | Not published |
| Parts of the bundle (differs) | 4 | Not a bundle |
| Licence (differs) | Apache-2.0 OR MIT | MIT |
| Repository (differs) | github.com/eugenelim/agent-ready-repo | github.com/harimxchoi/google-surf-mcp |
| Changes in the last 7 days (differs) | 3 | 2 |
| First seen (differs) | 2026-10-18 | 2026-10-11 |
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 Intelligence
Find out what is actually true about your codebase before you change it. Index the repository once, then ask what calls this, what breaks if I change it, and which parts are load-bearing — answered from a resolved call graph that reports what it could not resolve, rather than a grep that quietly misses.
io.github.HarimxChoi/google-surf-mcp
Web, academic and code search with graph RAG, data lineage, ontology and cross-project schema links.
How to run each
Code Intelligence As a Claude Code plugin
/plugin marketplace add eugenelim/agent-ready-repo
/plugin install code-intelligence@agent-ready-repoio.github.HarimxChoi/google-surf-mcp As a local MCP server: npm package
claude mcp add --env "ANTHROPIC_API_KEY=<YOUR_ANTHROPIC_API_KEY>" --env "GITHUB_TOKEN=<YOUR_GITHUB_TOKEN>" --env "ORCAROUTER_API_KEY=<YOUR_ORCAROUTER_API_KEY>" --env "SEARCH_API=<YOUR_SEARCH_API>" --transport stdio google-surf-mcp -- npx -y google-surf-mcpRequires: ANTHROPIC_API_KEY (secret), GITHUB_TOKEN (secret), ORCAROUTER_API_KEY (secret), SEARCH_API (secret)
Commands 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
The marketplaces of Code Intelligence publish no settings it asks for, so we do not compare settings.
What it can do: Code Intelligence · What it can do: io.github.HarimxChoi/google-surf-mcp · Compare two other plugins
Data comes from public marketplace files in GitHub repositories of their authors. 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.