Tools Utilities
✅ Demo Tier — All tools available in the free Demo tier at
demo.cbrowser.ai/mcp
17 tools in this category.
AI Friendliness audits, llms.txt management, security scanning, stealth mode for authorized testing, API key management, and structured data suggestions.
The AI Friendliness suite grades sites on AI-agent compatibility (A-F scale) across findability, stability, accessibility, and semantics.
Tools
| Tool | Description |
|---|---|
ai_benchmark |
Compare AI-friendliness across competitor sites. Runs agent-ready audits on each URL, ranks by AI readiness grade, and i |
webmcp_ready_audit |
Audit an MCP server for Claude in Chrome / WebMCP compatibility. Uses 6-tier evaluation: Server Implementation (25%), To |
security_audit |
Audit MCP tool definitions for potential prompt injection attacks. Scans tool descriptions for cross-tool instructions, |
remediation_patches |
Generate code patches to fix agent-ready audit issues. Returns before/after code snippets with explanations, sorted by i |
llms_txt_generate |
Generate an llms.txt file from a website. Extracts title, description, and navigation structure in the llms.txt format f |
structured_data_suggest |
Suggest Schema.org JSON-LD structured data for a page. Detects page type (article, product, organization, etc.) and gene |
llms_txt_validate |
Validate an llms.txt file for format compliance and link validity. Checks for proper markdown structure, valid URLs, and |
llms_txt_diff |
Compare a site's current structure against its existing llms.txt file. Detects pages that have been added, removed, or c |
set_api_key |
Store your Anthropic API key for autonomous journey execution. The key is stored in session memory only (never persisted |
clear_api_key |
Remove your stored Anthropic API key from session memory. |
api_key_status |
Check if an Anthropic API key is configured for autonomous journey execution. |
get_api_key_prompt |
Get a pre-formatted prompt to ask the user for their API key. |
stealth_status |
Check if CBrowser Enterprise is installed and show stealth capabilities. |
stealth_enable |
Enable constitutional stealth mode for authorized domains. |
stealth_check |
Check if a stealth action is allowed on a specific URL. |
stealth_disable |
Disable stealth mode and clear the enforcer. |
stealth_diagnose |
Navigate to a URL and diagnose what bot detection methods the site uses. |
Research
- llms.txt specification — Machine-readable site information for AI agents
Related
- Tools Overview — All 120 tools
- Cognitive Optimal Transport — Research foundation