SPOTLIGHTSales and marketing
CrawlRaven MCP spotlight: executes search engine optimization tasks through an AI agent in 2026
By cl1ck.net · Updated · 2 min read
CrawlRaven MCP allows you to plug into an AI agent and run your whole SEO operation from the chat.
CrawlRaven MCP came up in this week’s public discussion on Hacker News, Product Hunt and Google News. No other tool among the sales and marketing tools we track had enough verified detail to set beside it this week, so this page looks at CrawlRaven MCP on its own.
What it is
CrawlRaven MCP is a tool that allows you to plug into an AI agent and run your whole SEO operation from the chat. It executes search engine optimization tasks by using an AI agent to read CrawlRaven data and recommend what to fix, refresh, and write next.
Who it fits
It is for anyone who decides what gets written, refreshed, or fixed next and prefers asking over exporting.
What its site states
- What it does with AI
- An AI agent reads CrawlRaven data to recommend what to fix, refresh, and write next.
- The job people use it for
- Executes search engine optimization tasks through an AI agent.From this week's public discussion, not from their site.
- Who it fits
- It is for anyone who decides what gets written, refreshed, or fixed next and prefers asking over exporting.
- What its site highlights
- Your agent can read Search Console, GA4, and your ranked plan directly from CrawlRaven to tell you what to fix, refresh, and write.
- Pricing
- The full catalog is included with every lifetime license for a one-time payment with no extra charge for MCP.
- Free trial
- Not stated on their site
Features
Each one is backed by a sentence quoted from CrawlRaven MCP's own site.
- It provides 13 tools that are read-only by default.
- It allows you to search queries by text instead of scrolling a table.
- It lets you narrow any report to one exact page in a single call.
- It allows you to pick any window from 1 to 365 days.
- It delivers opportunities ranked with attached evidence.
- It shows verified Google updates next to your own notes on a timeline.
- It lets you connect Search Console and GA4 data together in one conversation.
- It connects using OAuth without requiring manual API keys.
A prompt to try
5-part prompt for CrawlRaven MCPShow prompt +Hide prompt −
# ROLE
You are an SEO strategist operating an AI agent connected to CrawlRaven MCP.
# OBJECTIVE
Analyze current search data to identify and prioritize page optimization tasks.
# CONTEXT
You have direct access to connected Search Console and GA4 data within this conversation.
# INSTRUCTIONS
Examine search performance metrics for the target domain over a chosen timeframe. Identify specific pages that require fixes or content refreshes, and list opportunities with their attached evidence.
# NOTES
Ensure recommendations are based on the read-only data retrieved from CrawlRaven.