Localseodata

io.github.localseodata由 GitHub 账号 localseodata 发布v1.1.0更新于 Oct 24, 2026

53 local SEO data tools: rankings, reviews, audits, keywords, AI visibility.

已验证STDIO仅桌面网页搜索与抓取数据与分析商业与电商

概览

AI 生成的概览

Local SEO Data MCP 服务器为助手提供 53 个本地 SEO 工具，涵盖排名、评论、审计、关键词、地理网格与 AI 可见度。

可以做什么
  • 查询 SERP 与地图排名、本地包、Apple 地图、Bing 本地及商家资料
  • 查看评论、评论增速、问答、商家列表与资料健康度
  • 做关键词研究：搜索量、建议词、相关词、趋势与站点关键词
  • 执行本地、引用、口碑与页面审计，以及竞品广告、外链与品牌提及分析
  • 评估在 ChatGPT、Gemini、Perplexity、Claude 与 Google AI 概览中的 AI 可见度
  • 运行地理网格扫描、生成差距与机会报告，并查询账户积分余额
适用场景
适合 SEO 顾问、代理机构和本地商家，让助手针对具体商家与地区回答排名、评论、审计和关键词问题，或跟踪 AI 助手如何推荐某家商家。
运行要求
需要 Local SEO Data 账户，并通过托管端点进行 OAuth 登录，或在 URL 中、或以 Bearer 头传入 API 密钥（sk_live_ 前缀）。自托管需要 Node.js 与 npm，或 Docker；可选变量包括 API_BASE_URL、PORT、OAUTH_ENABLED、OAUTH_ISSUER 和 MCP_RESOURCE_URL。需能访问 Local SEO Data API。
安装前请注意
多数工具调用会消耗 Local SEO Data 账户积分，即产生费用，仅少数工具免费。部分客户端需把 API 密钥放进服务器 URL，README 建议把含密钥的 URL 当作密码对待。查询内容与商家信息会发送到 Local SEO Data 的 API 和托管端点。密钥可在控制台随时吊销。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Localseodata，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

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.

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)

  1. Open Settings → Connectors → Add custom connector.
  2. Enter a name (e.g. Local SEO Data) and the URL https://mcp.localseodata.com/mcp.
  3. Click Add, then Connect, and sign in.

Claude Code

bash
claude mcp add localseodata --transport http https://mcp.localseodata.com/mcp --scope user

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:

  1. Sign up at localseodata.com/signup.
  2. Create a key in your API Keys dashboard. Keys start with sk_live_.
  3. Use https://mcp.localseodata.com/mcp?key=YOUR_API_KEY as the server URL.

Example configs:

Cursor (.cursor/mcp.json or ~/.cursor/mcp.json)

json
{  "mcpServers": {    "localseodata": {      "url": "https://mcp.localseodata.com/mcp?key=YOUR_API_KEY"    }  }}

VS Code (GitHub Copilot) (.vscode/mcp.json)

json
{  "servers": {    "localseodata": {      "type": "http",      "url": "https://mcp.localseodata.com/mcp?key=YOUR_API_KEY"    }  }}

Windsurf (~/.codeium/windsurf/mcp_config.json)

json
{  "mcpServers": {    "localseodata": {      "serverUrl": "https://mcp.localseodata.com/mcp?key=YOUR_API_KEY"    }  }}

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:

CategoryTools
SERP datalocal_pack, organic_serp, maps, local_finder, local_services_ads, ai_overview, ai_mode
Other platformsapple_maps, apple_business_profile, bing_local, bing_business_profile
AI visibilityai_mentions, ai_visibility, ai_compare, ai_top_sources, ai_top_pages, ai_keyword_data, ai_llm_response, ai_scraper, ai_sample, ai_sample_status, ai_match
Business databusiness_profile, profile_health, qa, business_listings, google_reviews, review_velocity, multi_platform_reviews
Keyword researchsearch_volume, keyword_overview, keyword_suggestions, related_keywords, keywords_for_site, keyword_trends
Auditslocal_audit, citation_audit, reputation_audit, page_audit
Competitive intelcompetitor_ads, brand_mentions, backlink_summary, backlink_gap
Reportscompetitor_gap, local_authority, keyword_opportunities
Geogridgeogrid_scan, geogrid_status
Locationslocation_search
Account / utilityget_balance, history_search, history_get, ping

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

bash
git clone https://github.com/localseodata/mcp-server.gitcd mcp-servernpm cinpm run buildnpm start

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:

VariableDefaultPurpose
API_BASE_URLhttps://api.localseodata.comLocal SEO Data API the tools call
PORT3003HTTP port
OAUTH_ENABLEDfalseAdvertise OAuth and accept OAuth access tokens
OAUTH_ISSUERhttps://localseodata.comAuthorization server
MCP_RESOURCE_URLhttps://mcp.localseodata.com/mcpThis server's public URL, used in OAuth metadata

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:

bash
npm ci && npm run buildLOCALSEODATA_API_KEY=sk_live_... node dist/stdio.js

Development

bash
npm run dev        # Watch modenpm run typecheck  # Type checknpm test           # Run testsnpm run build      # Compile to dist/

License

MIT

来源：README.md，提交 5c26564

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

2
  1. v1.1.0最新Oct 15, 2026
  2. v1.0.1Sep 16, 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