Cygnix SEO

io.github.cygnixlabs-cmd由 GitHub 账号 cygnixlabs-cmd 发布v1.0.0更新于 Nov 4, 2026

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

已验证STDIO仅桌面数据与分析商业与电商

概览

AI 生成的概览

本地运行、无需 API 密钥的 SEO 工具集,让助手完成关键词聚类、搜索意图分类、关键词自相残杀排查、标题与描述检查以及内容简报撰写。

可以做什么
  • 把关键词列表聚成主题簇,并为每簇选出核心关键词
  • 按信息型、商业型、交易型、导航型标注关键词的搜索意图
  • 读取 Search Console 的“查询+页面”CSV,找出自家页面互相竞争的查询并给出分级与修复建议
  • 为标题标签和元描述打分,检查字符与像素截断、关键词位置和点击率要素
  • 根据关键词生成内容简报,含意图、标题备选、元描述草稿、slug、H2 大纲与检查清单
适用场景
适合在做关键词调研、页面 SEO 检查或内容规划时使用,希望基于自己的关键词列表、标题或 Search Console 导出快速得到一次确定性的初步分析,而不想注册 SEO 平台。
运行要求
需要 Node.js 18 或更高版本;以本地 stdio 进程运行,通常通过 npx 启动。未声明任何账号、API 密钥、环境变量或请求头。自相残杀检查需要一份每行对应一个“查询—页面”组合的 Search Console 导出文件。
安装前请注意
工具基于规则和词面匹配,标题像素宽度为估算值,结果应与实时搜索结果核对。不提供搜索量或竞争难度估算。README 还提到另有一套在 Apify 云端按结果付费的工具和付费技能包,它们不属于这个本地服务器,且会产生费用。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Cygnix SEO,将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。

其他 MCP 客户端

参照 仓库 中的启动说明。

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

来源:README.md,提交 ec1a6af

工具

0
SourceWeft 尚未在沙箱中启动过该软件包,因此其工具未知。

版本历史

1
  1. v1.0.0最新Oct 14, 2026

评分

已满足适用检查项的 50%

该评分衡量此收录条目的完整程度,依据注册中心条目、端点与公开来源计算得出。它不是对服务器本身的评价,也不表示服务器安全或当前可用:可连通性是带日期的检查结果,评分也不包含安装量或用户评价。

  • 近 30 天内可连通25 分

    请保持端点能够响应 MCP 握手;SourceWeft 每 30 天探测一次。

  • 已声明认证方式10 分

    请在注册中心条目中声明凭据请求头,或保持端点能够响应探测,以便判定其认证方式。

  • 已列出工具15 分

    请让服务器在无凭据时响应 tools/list,或发布可在沙箱中无凭据启动的软件包。

  • 描述必需15 分
  • 图标10 分
  • 文档15 分
  • 许可证10 分