CrawlRaven MCP is a remote Model Context Protocol server that links AI clients to Google Search Console and GA4 data for conversational SEO triage.
What the product does and how it is positioned
CrawlRaven MCP is a remote Model Context Protocol server designed to connect conversational AI agents directly to search engine and web analytics data. Operating over remote HTTP transport, the server exposes thirteen specialized tools that feed structured data into supported clients without requiring spreadsheet exports or manual VLOOKUP operations.
The platform integrates Google Search Console performance data, linked Google Analytics 4 user engagement metrics, and historical timeline markers into a single interface. Agents can query organic search trends over periods up to 365 days, correlate traffic changes with documented Google algorithm updates, and review prioritized actions such as content refreshes, click-through rate adjustments, and query conflict resolutions.
Source-supported ways to use the product
Marketing and SEO teams query historical Search Console metrics over 90 days to identify dropping pages, compare traffic losses against recorded Google algorithm updates, and generate content refresh briefs.
The company presents a customer use case from Bulk Mockup, where content creators check prospective blog topics against existing rankings and target keyword mappings to avoid self-cannibalization before publishing.
Analysts join Search Console impressions and clicks with linked Google Analytics 4 key events to identify high-converting landing pages and prioritize optimization efforts.
The documented workflow, where available
Add the target website and connect Google Search Console inside the web application, optionally linking Google Analytics 4 for downstream event tracking.
Configure a custom connector inside an OAuth-compatible AI client using the remote Model Context Protocol server endpoint.
Follow the browser prompt to sign in to CrawlRaven and authorize the specific tool scopes permitted for the connection.
Ask the connected AI client questions using natural language to list websites, inspect search metrics, or request prioritized recommendations.
CrawlRaven MCP provides thirteen discrete tools spanning site discovery, Search Console metrics, Google Analytics 4 reporting, opportunity ranking, keyword mapping, timeline correlation, and note generation. Rather than rendering visual dashboard interfaces, the server delivers typed data rows that explicitly state reporting timeframes and truncation boundaries, enabling language models to analyze raw structured figures.
Security and governance are maintained through remote OAuth discovery and browser-level authorization. Users review and approve tool scopes before establishing a connection. Twelve of the thirteen tools operate in a read-only capacity, while the remaining note-generation tool produces draft timeline notes that remain staged until approved within the CrawlRaven interface.
Checks to run with your own material and workflow
What was checked and when
Answers based on the source-checked product record
The server includes thirteen tools covering site listing, Search Console overviews, series, queries, and pages, linked GA4 events and engagement, ranked opportunities, target keywords, and site timeline notes.
No manual API keys or tokens are required. Connections are established through OAuth metadata discovery and browser-based authentication where users approve specific tool scopes.
Connected agents operate under read-only permissions for twelve tools. The single tool that creates timeline notes places them in a pending state that requires manual approval in the web application.
The server works with OAuth-capable Model Context Protocol clients using remote HTTP transport, including Claude, Claude Desktop, Claude Code, ChatGPT, Codex, and Cursor.
The free preview tier limits access to one pinned website, seven read-only tools, a fixed 28-day data window, up to 50 rows per response, and 20 tool calls per account each day.
