# DataForSEO — MCP Server

> Raw SERP, keyword and backlink APIs priced per call, for agents that assemble their own analysis.

**Source:** https://mcpplaygroundonline.com/mcp-servers/dataforseo  
**Transport:** http  
**Requires auth:** Yes

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## What it does

The server exposes DataForSEO’s API families as MCP tools. Live SERP retrieval is the distinguishing one: fetch the actual results page for a query in a specified location and language, including the feature blocks — featured snippets, People Also Ask, local packs — that decide whether a ranking earns a click. Keyword endpoints cover volume, difficulty and suggestion expansion. Backlink and on-page endpoints are available for audit work. The pricing model shapes how you use it: calls are cheap individually and billed per request, so an agent sweeping a hundred queries across three locations is entirely reasonable here in a way it would not be on a seat-based tool. The cost is that you get data, not conclusions — which is precisely the gap a model fills.

## Tools exposed

- live SERP — the real results page for a query, by location and language
- SERP features — featured snippets, People Also Ask and local pack blocks
- keyword data — volume, difficulty, CPC and suggestions
- backlinks — referring domains and anchor data for a target
- on-page — crawl and audit signals for a URL

## Example queries you can run

- "Fetch the live SERP for "mcp server testing" in the UK and tell me who owns the featured snippet."
- "Across these ten queries, which ones have a People Also Ask block we could target?"
- "Compare the top ten results for this term in the US and Germany."
- "Pull search volume for these thirty keywords and group them by intent."

## Details

- **Recommended model:** anthropic/claude-sonnet-4.5 — Raw SERP payloads are large and deeply nested. Sonnet 4.5 extracts the structure that matters — who owns which feature block — without drowning in the JSON.
- **Transport:** http
- **Authentication:** Required — DataForSEO API credentials. Billing is per call from a prepaid balance rather than a monthly seat, so cost scales with agent activity.
- **Hosted endpoint:** https://mcp.dataforseo.com/mcp
- **Official source:** [DataForSEO API documentation](https://docs.dataforseo.com/)

## Frequently asked questions

### What is the DataForSEO MCP server?

A hosted MCP endpoint over the DataForSEO APIs. It exposes live SERP retrieval, keyword data, backlink and on-page endpoints as MCP tools, billed per call from a prepaid balance.

### Why use it over Semrush or Ahrefs?

Cost model and rawness. There is no seat licence, calls are cheap, and you get unprocessed data — which is what you want when a model is doing the analysis anyway. Choose the research products when you want their curation and scores.

### What does "live SERP" mean here?

The tool fetches the actual current results page rather than a cached ranking estimate, including the feature blocks. That matters because position alone no longer predicts traffic — whether an AI overview or a snippet sits above you does.

### How do I control spend?

Scope the query set explicitly in your prompt and keep the balance modest. An agent instructed to check "all our keywords across every location" will do it. Per-call pricing is a feature until the loop is unbounded.

### Is it good for tracking AI overviews?

It is one of the more practical options, because you get the full results page rather than a position number. If you are trying to measure whether AI answer blocks are eating your clicks, that distinction is the whole question.

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_Test this server across 40+ models on MCP Playground: https://mcpplaygroundonline.com/mcp-servers/dataforseo — free, no install._