Local SEO Data is an MCP server that connects an AI assistant to the Local SEO Data service. Through that connection, an assistant can request local search results, business information, keyword research, and audit data using the service’s endpoints. The server turns those endpoints into tools an MCP client can call in response to a user’s request, such as checking local rankings or reviewing a business profile.
It is intended for research and analysis workflows: ask an assistant for a local SEO check, and it can retrieve the relevant service data rather than requiring each result to be gathered manually in separate requests.
What can Local SEO Data do?
The documented capabilities span search-result data, business information, audits, keyword research, competitive analysis, and AI-search visibility. The assistant can gather results for a chosen query or location, then use related tools to examine business profiles, reviews, and ranking patterns.
- Retrieve local pack, organic SERP, Maps, Local Finder, and Local Services Ads results.
- Run local, citation, reputation, page, and profile-health audits.
- Research keywords, business listings, reviews, and competitor differences.
- Check AI-search mentions, visibility, sources, and comparisons.
- Run geographic-grid scans to inspect rankings across an area.
How Local SEO Data connects and authenticates
The documented hosted connection uses HTTP. The project also describes self-hosting, and repository history notes a stdio transport entry point. Authentication for the documented hosted setup uses a Local SEO Data API key passed in the connection URL; keys can be created or revoked in the service dashboard. Setup guidance covers Claude Code, Claude Desktop, Cursor, VS Code, Cline, and Windsurf. The repository describes a Dockerfile for container deployments.
Who is Local SEO Data best for?
This server suits local SEO work that needs search-result research, business data, keyword discovery, review analysis, competitor checks, or audits through an AI assistant. A user needs a Local SEO Data account and API key to make calls. Calls consume account credits, and costs vary by endpoint, so it fits workflows where the user can track service usage and select the data requests they need.
What Local SEO Data can access and change
The documented tools retrieve and analyze search results, business profiles, reviews, listings, keywords, competitor information, audits, and AI-search data. The checked tool list does not indicate tools for editing business listings or reviews. Calls consume account credits, with endpoint-specific costs. In the hosted setup, the API key is passed as a URL query parameter; users should account for that credential-handling detail when configuring a client. The service documents key creation and revocation in its dashboard.
Alternatives to Local SEO Data
For adjacent search workflows, compare Brave Search MCP, which connects to Brave Search and includes web and local business search capabilities, or DuckDuckGo MCP Server, a search-focused listing. These are options to consider when the task centers on general web or local search rather than Local SEO Data’s documented combination of local SEO audits, business data, keyword research, and ranking analysis.
