---
title: "Rankealo for Agents"
description: "Agent integration options for Rankealo, including MCP, REST API, agent skills, and read-only SEO context tools."
canonical: "https://rankealo.ai/for-agents"
markdown_url: "https://rankealo.ai/for-agents.md"
updated: "2026-07-07"
type: "agent-documentation"
---

# Rankealo for Agents

Agent integration options for Rankealo, including MCP, REST API, agent skills, and read-only SEO context tools.

## Integration Methods

- MCP: native Model Context Protocol integration for Claude, ChatGPT, Cursor, and Windsurf-style assistants.
- REST API: HTTP endpoints for custom agents and workflows.
- Agent Skill: one-command install path for supported agent frameworks.
- OpenClaw: autonomous SEO agent workflows that monitor and operate SEO pipelines.

## Available Read-Only Tools

| Tool | Purpose |
| --- | --- |
| get_content_calendar | View planned articles, schedule, and status. |
| get_articles | List published articles with metadata. |
| get_article_details | Read full article content and SEO score. |
| get_gsc_overview | Read clicks, impressions, CTR, and ranking data. |
| get_gsc_opportunities | Find striking-distance keywords and quick wins. |
| get_llm_visibility | Review brand citations across AI models. |
| get_seo_health | Read cross-data SEO analysis and insights. |
| get_keyword_pool | Inspect curated keywords with volume and difficulty. |
| get_backlink_opportunities | Read pending and active backlink placements. |
| get_settings | Read current configuration without changing settings. |
| get_data_freshness | Check GSC, report, and visibility freshness. |
| get_site_performance_summary | Summarize clicks, impressions, CTR, and position. |
| compare_gsc_periods | Compare current and previous Search Console periods. |
| list_top_pages | List top pages by clicks or impressions. |
| list_declining_pages | List pages losing clicks or position. |
| list_low_ctr_queries | List queries with click-through-rate upside. |
| get_page_query_breakdown | Read queries driving a specific page. |
| list_content_opportunities | Read prioritized content opportunities. |
| list_content_briefs | Read planning rationale and source signals. |
| get_content_brief | Read a detailed brief by ID or keyword. |

## Safety Model

- API keys are scoped to a single configured domain.
- Read-oriented context tools let agents inspect SEO data without exposing unrestricted account control.
- Content strategy generation and article writing remain in the dashboard workflow.
- Standard API rate limit is 60 requests per minute.

## FAQ

### Do I need a Rankealo account to use the API?

Yes. The API is an add-on to an existing Rankealo subscription. You need an active plan and a configured domain before creating API keys.

### What is MCP and how do I set it up?

MCP is Model Context Protocol. Rankealo exposes MCP tooling so AI assistants can read SEO data and context natively after the user configures an API key.

### What is the difference between MCP, REST API, and Agent Skill?

MCP is for assistants that support the protocol natively. REST API is for custom integrations in any language. Agent Skills are one-command installs for supported agent frameworks.

### Can my agent generate new content plans or write articles?

The agent API is designed for operating an existing content pipeline and reading SEO context. Strategy generation and article writing stay in the dashboard.

### What are the rate limits?

The standard rate limit is 60 requests per minute.