Cygnix SEO

io.github.cygnixlabs-cmd由 GitHub 帳號 cygnixlabs-cmd 發布v1.0.0更新於 Nov 4, 2026

No-API-key SEO tools: keyword clustering, search intent, cannibalization, meta checks, briefs.

已驗證STDIO僅桌面資料與分析商業與電商

概覽

AI 產生的概覽

在本機執行、免 API 金鑰的 SEO 工具組,讓助理進行關鍵字分群、搜尋意圖分類、關鍵字自我競爭排查、標題與描述檢查,以及內容簡報撰寫。

可以做什麼
  • 把關鍵字清單分成主題叢集,並為每個叢集挑出核心關鍵字
  • 依資訊型、商業型、交易型、導覽型標註關鍵字的搜尋意圖
  • 讀取 Search Console 的「查詢+頁面」CSV,找出自家頁面互相競爭的查詢,並分級提供修正建議
  • 為標題標籤與中繼描述評分,檢查字元與像素截斷、關鍵字位置與點擊率要素
  • 依關鍵字產生內容簡報,包含意圖、標題選項、中繼描述草稿、slug、H2 大綱與檢查清單
適用情境
適合在進行關鍵字研究、頁面 SEO 檢視或內容規劃時使用,想用自己的關鍵字清單、標題或 Search Console 匯出檔快速取得一次確定性的初步分析,而不想註冊 SEO 平台。
執行需求
需要 Node.js 18 以上版本;以本機 stdio 程序執行,通常透過 npx 啟動。未宣告任何帳號、API 金鑰、環境變數或請求標頭。自我競爭檢查需要一份每列對應一組「查詢—頁面」的 Search Console 匯出檔。
安裝前請注意
工具採規則與字面比對,標題像素寬度為估算值,結果應與即時搜尋結果核對。不提供搜尋量或競爭難度估算。README 另提到一套在 Apify 雲端按結果計費的工具與付費技能包,它們不屬於這個本機伺服器,且會產生費用。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Cygnix SEO,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Desktop only,透過 STDIO。 STDIO 服務會啟動本機處理程序,因此需要 SourceWeft 桌面主機。

其他 MCP 客戶端

參照 儲存庫 中的啟動說明。

README

Cygnix SEO MCP: free SEO tools for Claude, Cursor & any MCP client

[npm] [License: MIT]

5 no-API-key SEO tools that work on your data: paste keywords, a Google Search Console export or your titles, and get clusters, intent, cannibalization fixes, CTR checks and content briefs. Everything is deterministic and runs locally. No accounts, no tracking, and no made-up search volumes.

Built by Cygnix Labs.

ToolWhat it does
cluster_keywordsGroups a keyword list into topical clusters and picks a pillar keyword per cluster (one cluster ≈ one page)
classify_search_intentLabels keywords informational / commercial / transactional / navigational, with the matching signal
find_keyword_cannibalizationReads GSC CSV (Query + Page) and flags queries where your own pages compete, ranked HIGH/MEDIUM/LOW, with a fix
check_title_metaScores title tags and meta descriptions (0–100): char + pixel truncation, keyword placement, CTR hooks
content_brief_outlineBuilds a brief from your keyword: intent, title options, meta draft, slug, H2 outline, questions to answer, on-page checklist

Install

Requires Node.js 18+.

Claude Desktop

Edit claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\):

json
{  "mcpServers": {    "cygnix-seo": { "command": "npx", "args": ["-y", "cygnix-seo-mcp"] }  }}

Restart Claude Desktop.

Cursor

Settings → MCP → Add new server, or add to ~/.cursor/mcp.json (or .cursor/mcp.json in a project):

json
{  "mcpServers": {    "cygnix-seo": { "command": "npx", "args": ["-y", "cygnix-seo-mcp"] }  }}

Claude Code

bash
claude mcp add cygnix-seo -- npx -y cygnix-seo-mcp

Other clients (VS Code, Windsurf, Cline, Zed…)

Any MCP client that supports stdio: command npx, args -y cygnix-seo-mcp.

From source

bash
git clone https://github.com/cygnixlabs-cmd/cygnix-seo-mcp && cd cygnix-seo-mcpnpm install && npm testnode dist/index.js

Example prompts

  • "Cluster these 80 keywords and tell me which page each cluster should target:" (paste list)
  • "Classify the search intent of these keywords and flag the commercial ones."
  • "Here is my GSC export (query + page). Find keyword cannibalization and tell me what to merge."
  • "Check the titles and meta descriptions for these 10 URLs against their target keywords."
  • "Write a content brief for 'technical seo audit' using these related keywords: …"

Example output (cannibalization)

## [HIGH] "seo audit checklist" (2 pages, #2 page share 38%)| Page | Clicks | Impr | Avg pos || https://site.com/a | 30 | 1000 | 4.2 || https://site.com/b | 5 | 600 | 9.1 |Action: Pick https://site.com/a as canonical target; merge/301 or de-optimize the others...

GSC input contract (cannibalization): each CSV row must be one query–page pair, with columns for query, page, clicks, impressions and position (header names are matched loosely). Separate Queries-only and Pages-only aggregate exports cannot be joined to recover those pairs. Example file: gsc-query-page.csv.

How to get that export:

  • Prefer Looker Studio or the Search Console API, which can export query + page together.
  • In the Search Console UI, dimensions are one at a time (Google’s filtering docs; export docs). Manual route for selected-query coverage (not a full site-wide export): open Performance → Search results → click one query to filter → switch the dimension to Pages → Export → add that exact query as a column on every row. Repeat for the queries you care about, keep date/search-type filters the same, and append the rows.

More Cygnix SEO tools

Free agent skills (npx skills add cygnixlabs-cmd/cygnix-seo-skills), pay-per-use Apify actors for full-site SEO + AEO/GEO audits, and the rest of the toolkit: Cygnix Labs tool directory.

Honest limits

  • Intent and clustering are rule-based/lexical, so treat them as a fast first pass and confirm with the live SERP.
  • Title pixel widths are approximations of Google's SERP rendering.
  • No tool estimates search volume or difficulty. Use your own data source for that.

Paid pro tools

Need more than the free tools? These run in the cloud on Apify. You pay per result, and Claude, ChatGPT and Cursor agents can call them through the Apify MCP server:

ToolWhat it doesPrice
AEO & AI Search Readiness CheckerScores pages 0-100 for ChatGPT, Perplexity and AI Overviews: schema, answer-first content, FAQ, llms.txt, GPTBot/ClaudeBot access5 pages/run free, then $0.005 / page ($5 / 1,000)
SERP Intent MapperSearch intent + page type for every keyword100 keywords/run free, then $0.50 / 1,000
Keyword Clusterer + Content BriefTopic clusters, pillar keywords, content briefs100 keywords/run free, then $0.70 / 1,000 + $0.01 / brief
Keyword Cannibalization FinderPages competing for the same query, from a GSC export5 issues/run free, then $0.005 / issue
Content Decay AuditPages losing Google traffic, ranked by clicks lost, with refresh plans25 pages/run free, then $1 / 1,000 pages

Prices checked 2026-10-29 against each Actor's live Apify Store pricing page (e.g. Keyword Cannibalization Finder pricing) and the public Apify API (api.apify.com/v2/acts/cygnix_labs~<actor>). The Apify Store page is the source of truth if they ever differ.

Full agent skills (Claude Code / Cursor SKILL.md packs): Cygnix Labs on Agensi

Want the full workflow?

These tools are the free starter layer of the Cygnix SEO Toolkit: full agent skills, prompts and sheets for keyword research → briefs → audits → content refresh.

Keywords

MCP server, Model Context Protocol, SEO MCP, keyword research, keyword clustering, search intent classifier, keyword cannibalization, Google Search Console, title tag checker, meta description length, CTR optimization, content brief generator, Claude SEO, Cursor SEO, AI SEO tools, free SEO tools, no API key.

License

MIT © Cygnix Labs

來源:README.md,提交 ec1a6af

工具

0
SourceWeft 尚未在沙箱中啟動過該軟體包,因此其工具未知。

版本歷史

1
  1. v1.0.0最新Oct 14, 2026

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