HarborRank

com.harborrank由 harborrank.com 發布官方發布者v1.2.0更新於 Oct 31, 2026

SEO for AI agents: keywords, SERPs, backlinks, rank tracking, audits, Search Console, Analytics

已驗證Streamable HTTP可網頁執行網頁搜尋與抓取資料與分析商業與電商

概覽

AI 產生的概覽

HarborRank 遠端伺服器，讓助理取得即時 SEO 資料：關鍵字、Google 搜尋結果、反向連結、排名追蹤、網站稽核、Search Console 與 Analytics。

可以做什麼
  • 讀取已連結資源的 Search Console、Analytics、到達頁與 AI 推薦流量表現
  • 研究關鍵字、取得指標與網域建議，並儲存或列出關鍵字集
  • 取得即時 Google 搜尋結果、在地結果、SERP 競爭對手與商家問答
  • 檢視競爭對手的排名關鍵字與反向連結概況
  • 執行網站稽核並查看狀態、問題與頁面
  • 追蹤排名、建立或刪除分享報告，並管理專案與在地潛在客戶
適用情境
適合需要真實數據而非憑空猜測的 SEO 工作：關鍵字清單、競爭對手與反向連結分析、收錄與稽核檢查、客戶報告，以及代理商在地潛在客戶開發。README 另附十八個配套 SEO 技能，供能讀取 SKILL.md 檔案的助理使用。
執行需求
需要 HarborRank 帳號，透過 OAuth 2.0（動態用戶端註冊）登入遠端 Streamable HTTP 端點；未宣告 API 金鑰或環境變數。註冊時需綁定信用卡。需要能連線遠端 HTTP MCP 伺服器的助理，例如 Claude、ChatGPT、Cursor、Codex 或 Gemini CLI。連結 Google Search Console 與 Analytics 資源為選用。
安裝前請注意
付費服務：註冊需綁定信用卡，7 天試用含 1,000 點數，試用結束後自動轉為每月 29 美元的 Basic 方案，除非先在 Billing 中取消；反向連結、潛在客戶研究與 Lighthouse 檢查需付費方案。研究與 Analytics 工具會消耗方案點數。工具呼叫會把關鍵字、網域、URL 與專案 ID 傳送給 HarborRank，由其向授權的第三方資料商取得資料，並在已連結時讀取 Google Search Console 與 Analytics 的唯讀資料。部分工具會寫入或刪除：save_keywords、create_project、delete_project、create_share_report、delete_share_report，以及潛在客戶更新。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 HarborRank，將其新增到工作區。
  2. 連接 所需的 憑證。它們會被私密儲存，絕不會在公開頁面上展示。
  3. 為需要使用其工具的對話啟用該服務。

Web executable，透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式，或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南，先向你展示發布者、端點和登入方式，經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/com.harborrank%2Fharborrank/install.md，並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前，先告訴我它的發布者、端點和登入方式，等我確認。不要把 API 金鑰寫進命令或我會提交的檔案；問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。 客戶端會在首次連接時完成 OAuth 登入。

{
  "mcpServers": {
    "harborrank": {
      "type": "http",
      "url": "https://app.harborrank.com/mcp"
    }
  }
}

README

Claude SEO skills and SEO MCP server (HarborRank)

[smithery badge] [Indexed on TensorBlock MCP Index] [HarborRank MCP server on Glama]

Eighteen free, MIT-licensed Claude SEO skills, plus the HarborRank SEO MCP server that gives them live keyword, SERP, backlink and Google Search Console data. The MCP server works in Claude, ChatGPT, Cursor, Codex and Gemini CLI, and the skills work in any agent that reads SKILL.md files. Every skill works on its own from web evidence and your files, and gets live numbers when HarborRank is connected.

Contributions welcome. Found a way to improve a skill or have a new SEO workflow to add? See CONTRIBUTING.md and open a PR.

Each skill is one slash command. With HarborRank connected, the skills pull live data through the HarborRank MCP server: keyword metrics, SERPs, ranked keywords, backlinks, rank tracking, Google Search Console, and Google Analytics.

Install in Claude (web, desktop, Cowork)

  1. Install HarborRank SEO from the plugin directory, or add the HarborRank connector (Customize, then Connectors).
  2. Choose Connect and sign in to HarborRank with Google or email to start your 7-day free trial.
  3. Back in Claude, ask for something real, for example "Find 20 low-difficulty keywords for mysite.com and save the best ones to my project" or "Which of my pages sit at positions 8 to 20 in Search Console?"

If you ask before connecting, Claude says HarborRank isn't connected, gives these steps, and picks the task back up once you say "connected".

Install as a Claude Code plugin

One install adds the HarborRank MCP server and all eighteen skills. Inside Claude Code:

/plugin marketplace add winsley-jeune/harborrank-skills/plugin install harborrank@harborrank

Then run /mcp, pick harborrank, and sign in (setup guide). The first MCP call opens the HarborRank login in your browser. Installed this way the skills run as /harborrank:<name>, for example /harborrank:keyword-research.

Install in Cursor

Add the MCP server in ~/.cursor/mcp.json:

json
{ "mcpServers": { "harborrank": { "url": "https://app.harborrank.com/mcp" } } }

Cursor opens the HarborRank login the first time it connects. This repository is also a Cursor plugin (.cursor-plugin/) that adds the server and the eighteen skills in one install.

Install in ChatGPT

Add HarborRank from ChatGPT's plugin directory and sign in when ChatGPT asks. It connects the same MCP server; the skills in this repository are for agents that read SKILL.md files.

Install as a Gemini CLI extension

gemini extensions install https://github.com/winsley-jeune/harborrank-skills

Then run /mcp auth harborrank in Gemini CLI to sign in. The extension adds the MCP server and the eighteen skills.

Requirements

  • A HarborRank account. Start free: new accounts get a 7-day free trial with 1,000 research credits, one project, Search Console, and Google Analytics. You add a card at signup; Basic ($29/month, 15,000 credits a month) starts when the trial ends unless you cancel from Billing first. Backlinks, lead research, and Lighthouse checks need a paid plan, and you can email [email protected] within 7 days of the first charge for a full refund.
  • Claude Code, Cursor or Gemini CLI (or another agent that reads SKILL.md files and can connect to a remote HTTP MCP server).

What the MCP server can do

One remote server, https://app.harborrank.com/mcp (Streamable HTTP, OAuth 2.0 with dynamic client registration), with 41 tools:

AreaTools
Your own data (read-only)get_search_console_performance, inspect_urls, get_analytics_report, get_landing_page_performance, get_ai_referral_traffic
Keyword researchresearch_keywords, get_keyword_metrics, get_domain_keyword_suggestions, save_keywords, list_saved_keywords
Live Google resultsget_serp_results, find_serp_competitors, get_local_serp_results, search_local_businesses, get_google_business_questions
Competitors and linksget_domain_overview, get_ranked_keywords, get_backlinks_overview, get_backlinks_profile
Site auditsrun_site_audit, get_audit_status, get_audit_issues, get_audit_pages
Rank tracking and reportsget_rank_tracker, create_share_report, list_share_reports, delete_share_report
Local leads for agencieslist_business_categories, prospect_leads, research_lead, get_lead_teardown, list_leads, update_lead, set_lead_competitors, set_lead_serp_checks, set_lead_top_issues
Account and projectswhoami, list_projects, create_project, delete_project, get_upgrade_link

Check that it works

After connecting, ask your agent:

  1. "Which HarborRank account am I connected to?" It calls whoami and answers with the account and the credits left.
  2. "List my HarborRank projects." It calls list_projects.
  3. "Show the live Google results for 'best running shoes'." It calls get_serp_results and returns the top results.

If a call answers that the account needs a plan or more credits, the text of the reply says what to do next.

Example prompts

  • "Research keywords for a Plymouth, MA marine electrician: shortlist ten with volume, difficulty and intent, and save the good ones to my project."
  • "Who ranks for my saved keywords, and where are the openings a small site could take?"
  • "Which of my pages bring in leads from Google, and how much of my traffic now comes from ChatGPT and other AI assistants?"
  • "Is /pricing indexed? If not, why not, and which of my pages are sitting at positions 8 to 20?"

What the plugin runs, sends and fetches

Install the skill files only

For Codex or any agent that reads SKILL.md files, or if you already added the MCP server by hand:

bash
npx skills add winsley-jeune/harborrank-skills

Install everything for Claude Code only:

bash
npx skills add winsley-jeune/harborrank-skills --skill '*' --agent claude-code

Or copy the folders under skills/ into ~/.claude/skills/ (Claude Code) or ~/.codex/skills/ (Codex).

If you install the files only, connect HarborRank MCP first. The skill files are instructions, not data: without the MCP connection your agent only has what it can see on its own.

Skills

CommandWhat it does
/seo-project-setupCreate a local workspace with goals, competitors, exports, and preferences that later sessions reuse.
/seo-contextWrite the one-page context file (site, market, audience, competitors, goals) that every other skill reads first.
/seo-coachPick the next workflow when you are new to SEO or unsure what to run first.
/keyword-researchTurn seed topics into a prioritized keyword shortlist with volume, difficulty, intent, and SERP caveats.
/keyword-clusteringGroup a keyword list by intent, map clusters to pages, and flag cannibalization.
/competitive-landscapeMap who wins a market, why, and where the openings are.
/competitor-analysisStudy one competitor's keywords, pages, and backlinks and turn it into takeaways.
/seo-auditCrawl the site for technical issues, check indexing, and find why traffic dropped, with fixes ranked by impact (the crawl and Search Console checks use no credits).
/content-briefTurn one target keyword into a brief built from the live SERP: questions to answer, what to add that page one lacks, outline, links, schema and title.
/local-seoCheck where a local business ranks in Google Maps across its service area, compare it with the businesses above it, and get a local action plan.
/client-seo-reportWrite a monthly SEO report for a client or boss from Search Console, Analytics and rank tracking, and publish it as a shareable link.
/keyword-cannibalizationFind queries where two of your pages compete in Search Console, fix only the splits that cost traffic, and check Google's chosen canonical.
/google-business-profileAudit a Google Business Profile against the Maps leaders: categories, services, description, reviews, Q&A, NAP and landing page, with ready-to-paste text.
/schema-markupFind the structured data each page type has, write JSON-LD that matches the visible content, and validate it.
/ai-search-visibilitySee how often AI assistants send visits and cite the site, which sources they cite instead, and what to change to get cited.
/seo-proposalTurn a prospect's teardown into an SEO proposal: current state with numbers, opportunity ranges, a 90-day plan, and a cover email.
/link-prospectingFind qualified link prospects and the angle that makes each one relevant.
/lead-teardownProspect local businesses in a trade and city, research each one, and get a one-page teardown to send as the pitch (research needs a paid plan).

Docs for every skill: harborrank.com/docs/skills. What the skills are for and how they compare: Claude SEO skills built on live search data.

License

MIT. See LICENSE for the copyright holders.

來源：README.md，提交 371d9c7

工具

0
該伺服器需要登入，因此 SourceWeft 無法在沒有帳號的情況下讀取其工具，也未收錄。已連接帳號所能看到的內容可能因帳號及其權限而異。

版本歷史

3
  1. v1.2.0最新Oct 17, 2026
  2. v1.1.0Oct 9, 2026
  3. v1.0.0Sep 27, 2026

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