lumen vs 中文 AI 可引用性（GEO/AEO）体检
lumen is a plugin bundle for AI coding tools published by ory. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-official). 中文 AI 可引用性（GEO/AEO）体检 is an MCP server published by savantcat.cn. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-26. 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 |  lumen |  中文 AI 可引用性（GEO/AEO）体检 |
|---|---|---|
| Claude Code: claude-plugins-official | Listed Version: 0.0.42 Forks (GitHub): 37 Stars (GitHub): 312 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 1.1.0 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 | lumen | 中文 AI 可引用性（GEO/AEO）体检 |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 312 (better) | 1 (worse) |
| Forks (GitHub) (differs) | 37 (better) | 0 (worse) |
| Last release | Not published | Not published |
| Where it runs (differs) | Installs as a plugin bundle | Remote server (savantcat.cn/mcp-geo) |
| Transport (differs) | Not stated | Streamable HTTP |
| Tools it declares | Not published | Not published |
| Environment variables it asks for | Not published | Not published |
| Hooks it runs (differs) | 2 | Not published |
| Parts of the bundle (differs) | 5 | Not a bundle |
| Licence (differs) | Apache-2.0 | Not stated |
| Repository (differs) | github.com/ory/lumen | github.com/savantcat/mcp-geo-cn |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | no remote endpoint we check | Not responding since 2026-10-24 |
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
lumen
Precise local semantic code search via MCP. Indexes your codebase with Go AST parsing, embeds with Ollama or LM Studio, and exposes vector search to Claude through an MCP server — no cloud, no npm.
中文 AI 可引用性（GEO/AEO）体检
中文站能否被豆包/DeepSeek/文心/Kimi 抓取、读懂、引用：可引用性审计、信源池占位探测、五大指标测量、修复计划、观测时序追踪
How to run each
lumen As a Claude Code plugin
/plugin install lumen@claude-plugins-official中文 AI 可引用性（GEO/AEO）体检 As a remote MCP server
claude mcp add --transport http geo-cn https://savantcat.cn/mcp-geoCommands built only from what the marketplaces declare; the full set for every client is on each card.
Only 中文 AI 可引用性（GEO/AEO）体检 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
Neither one's marketplaces publish the settings it asks for.
What it can do: lumen · What it can do: 中文 AI 可引用性（GEO/AEO）体检 · Compare two other plugins
Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-official/blob/HEAD/.claude-plugin/marketplace.json. 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.