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AI agent workflows

The SEO MCP server for AI agents

Connect Claude, ChatGPT, Codex, Gemini, and internal agents to a live SEO MCP server backed by Crawle's continuous crawl data.

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Claude MCP issue triage
Why is /pricing missing from Google?
Calling Crawle MCPMCPhttps://api.crawle.io/mcp
issues:readlinks:readsites:readread-only · scoped

Critical
Noindex on indexable page
X-Robots-Tag: noindex · app.crawle.io
High impact
Affected URLs7
Internal inlinks42
Trend (7d)+12%
7-day
Top affected pages
  • /pricing0.98
  • /pricing/teams0.81
  • /pricing/enterprise0.74
Recommended next actions
  • Remove the X-Robots-Tag: noindex header from /pricing
  • Re-crawl the 7 affected URLs to confirm the fix
  • Request indexing in Search Console once headers are clean
A real Claude session using Crawle's MCP connector to answer a specific SEO question from live workspace data.

The problem

AI agents are becoming part of SEO, engineering, and QA workflows, but most crawler data is still trapped inside dashboards or stale exports.

The outcome

Crawle turns continuous crawl data into a permission-scoped SEO MCP context that can be queried from Claude, ChatGPT, Codex, Gemini, scripts, and internal automation.

  • OAuth SEO MCP connector for AI assistants and agent platforms.
  • Workspace context switching for multi-client agency accounts.
  • Scoped read and write permissions for sites, issues, alerts, exports, and reports.
  • API keys remain available for server-side scripts and scheduled automation.

Workflow

From crawl signal to team action

01

Connect the agent

Authorize Crawle through OAuth so Claude SEO workflows, mcp seo tools, and internal agents receive only the scopes approved by the user or workspace admin.

02

Select workspace context

List accessible workspaces, switch context, and keep client data separated before running site-level operations.

03

Ask Crawle-backed questions

Ask for current issues, affected URLs, redirect sources, crawl exports, historical changes, or next actions based on live Crawle data.

Where teams use it

Claude and ChatGPT workspace connectors.
Codex-assisted technical SEO fixes.
Client migration QA pipelines.
Automated weekly summaries and issue briefings.

Related documentation

API and MCP setupAI readinessCustom webhooksWorkspaces, clients, and tagsExports

Related features

Keep exploring Crawle

View all features

AI readiness

Know if AI agents can reach, read, and use your site

Collect every agent-relevant crawl signal on one page, score what is measurable from 0 to 100, and get an alert when a deploy or robots.txt change moves it.

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Technology context

Technology stack context for SEO teams and AI agents

Detect visible frameworks, CMS markers, client libraries, security-header posture, stack changes, and evidence-backed risk signals so teams and AI agents understand how the site is built.

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Custom extraction

Custom extraction alerts for page-specific changes

Select a page element, test the extracted value, and route meaningful selector-based changes through Crawle's alerts, digests, webhooks, exports, and MCP/API context.

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Agency operations

Agency SEO workspaces for clients, tags, and teams

Organize client portfolios with workspaces, client groups, tags, roles, scoped notification settings, and persistent filters.

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Continuous monitoring

Put Crawle into your next client QA loop.

Continuous technical SEO monitoring with per-client workspaces, real-time alerts, and white-label reports.

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