
Localseodata
io.github.localseodata由 GitHub 帳號 localseodata 發布v1.1.0更新於 Oct 24, 2026
53 local SEO data tools: rankings, reviews, audits, keywords, AI visibility.
概覽
Local SEO Data MCP 伺服器為助理提供 53 個本地 SEO 工具,涵蓋排名、評論、稽核、關鍵字、地理網格與 AI 能見度。
- 可以做什麼
- 查詢 SERP 與地圖排名、本地包、Apple 地圖、Bing 本地及商家檔案
- 檢視評論、評論成長速度、問答、商家登錄與檔案健康度
- 進行關鍵字研究:搜尋量、建議詞、相關詞、趨勢與網站關鍵字
- 執行本地、引用、聲譽與頁面稽核,以及競品廣告、反向連結與品牌提及分析
- 評估在 ChatGPT、Gemini、Perplexity、Claude 與 Google AI 摘要中的 AI 能見度
- 執行地理網格掃描、產生落差與機會報告,並查詢帳戶點數餘額
- 適用情境
- 適合 SEO 顧問、代理商與本地商家,讓助理針對特定商家與地區回答排名、評論、稽核與關鍵字問題,或追蹤 AI 助理如何推薦某家商家。
- 執行需求
- 需要 Local SEO Data 帳戶,並透過託管端點進行 OAuth 登入,或在 URL 中、或以 Bearer 標頭傳入 API 金鑰(sk_live_ 前綴)。自架需要 Node.js 與 npm,或 Docker;選用變數包括 API_BASE_URL、PORT、OAUTH_ENABLED、OAUTH_ISSUER 與 MCP_RESOURCE_URL。需能存取 Local SEO Data API。
安裝
在 SourceWeft 中
- 開啟 儀表板中的 Localseodata,將其新增到工作區。
- 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
Local SEO Data MCP Server
Model Context Protocol server for Local SEO Data. It gives AI assistants 53 local SEO data tools: SERP and map rankings, reviews, audits, keyword research, competitor analysis, geogrid tracking, and AI visibility scoring.
Connect once, then ask questions in plain English. Your assistant picks the right tools.
- Endpoint:
https://mcp.localseodata.com/mcp(streamable HTTP) - Docs: localseodata.com/docs/mcp-server
- Privacy policy: localseodata.com/privacy
Setup (OAuth, recommended)
Add https://mcp.localseodata.com/mcp as a connector in your client and click Connect. You'll be asked to sign in to Local SEO Data (or create an account) and approve access. You don't need to copy an API key.
Claude (claude.ai, Claude Desktop, mobile)
- Open Settings → Connectors → Add custom connector.
- Enter a name (e.g.
Local SEO Data) and the URLhttps://mcp.localseodata.com/mcp. - Click Add, then Connect, and sign in.
Claude Code
Then run /mcp in Claude Code, select localseodata, and choose Authenticate.
ChatGPT and other OAuth-capable clients
Add a custom connector or remote MCP server with the URL https://mcp.localseodata.com/mcp and click Connect. Any client that supports MCP authorization will start the sign-in flow on its own.
Fallback: API key in the URL
If your client can't do OAuth, pass an API key in the URL instead:
- Sign up at localseodata.com/signup.
- Create a key in your API Keys dashboard. Keys start with
sk_live_. - Use
https://mcp.localseodata.com/mcp?key=YOUR_API_KEYas the server URL.
Example configs:
Cursor (.cursor/mcp.json or ~/.cursor/mcp.json)
VS Code (GitHub Copilot) (.vscode/mcp.json)
Windsurf (~/.codeium/windsurf/mcp_config.json)
Cline: Settings → MCP Servers → Add Remote Server, with the URL https://mcp.localseodata.com/mcp?key=YOUR_API_KEY.
You can create or revoke keys at any time in the API Keys dashboard. Treat a URL that contains your key like a password.
Available tools
53 tools in total:
AI visibility tools report on ChatGPT, Gemini, Perplexity, Claude and Google's AI Overviews and AI Mode. Each tool's description lists its credit cost, and the server sends your assistant instructions on which tool fits which question.
Example prompts
- "Who ranks in the local pack for 'plumber' in Denver?"
- "Run a full local SEO audit for Mike's Plumbing in Austin, TX"
- "Compare my Google reviews to my top 3 competitors"
- "Am I listed correctly on Apple Maps and Bing?"
- "What keywords should a dentist in Portland be targeting?"
- "Map my rankings on a 5x5 geogrid for 'bakery' in Brooklyn"
- "How often does ChatGPT recommend my business for 'best pizza in Chicago'?"
Pricing
MCP calls use credits from your Local SEO Data account, the same as REST API calls. get_balance, location_search, ping, geogrid_status, ai_sample_status, history_search and history_get are free. See localseodata.com/pricing for plans, and check usage in your dashboard.
Running it yourself
HTTP server
The server listens on port 3003 by default (PORT changes it) and serves MCP at /mcp, with a health check at /health. Clients authenticate with ?key=YOUR_API_KEY or an Authorization: Bearer header. A Dockerfile is included.
Optional environment variables:
OAuth access tokens are only accepted by the API from the hosted server, so a self-hosted copy should use API keys.
stdio
For clients that launch a local process:
Development
License
MIT
來源:README.md,提交 5c26564
工具
0版本歷史
2- v1.1.0最新Oct 15, 2026
- v1.0.1Sep 16, 2026
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