Local SEO Data MCP Server
以下摘录自该仓库的 README(片段) · 在 GitHub 读完整 README →
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)
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
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)
**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:
| Category | Tools |
|----------|-------|
| SERP data | local_pack, organic_serp, maps, local_finder, local_services_ads, ai_overview, ai_mode |
| Other platforms | apple_maps, apple_business_profile, bing_local, bing_business_profile |
| AI visibility | ai_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 data | business_profile, profile_health, qa, business_listings, google_reviews, review_velocity, multi_platform_reviews |
| Keyword research | search_volume, keyword_overview, keyword_suggestions, related_keywords, keywords_for_site, keyword_trends |
| Audits | local_audit, citation_audit, reputation_audit, page_audit |
| Competitive intel | competitor_ads, brand_mentions, backlink_summary, backlink_gap |
| Reports | competitor_gap, local_authority, keyword_opportunities |
| Geogrid | geogrid_scan, geogrid_status |
| Locations | location_search |
| Account / utility | get_balance, history_search, history_get, ping |