normalize-url — AI Agent Customers MCP Tool
normalize-url
(normalize url) is one of 31 tools on the
AI Agent Customers
MCP server. Connect the server and your client discovers it on the handshake.
by client
How to call normalize-url from your client
- Claude Code AI Agent Customers normalize-url run in your project directory
- Claude Desktop AI Agent Customers normalize-url ~/Library/Application Support/Claude/claude_desktop_config.json
- Cursor AI Agent Customers normalize-url ~/.cursor/mcp.json
- VS Code AI Agent Customers normalize-url .vscode/mcp.json
- Zed AI Agent Customers normalize-url ~/.config/zed/settings.json
- Windsurf AI Agent Customers normalize-url ~/.codeium/windsurf/mcp_config.json
- Cline AI Agent Customers normalize-url ~/Library/Application Support/Code/User/globalStorage/saoudrizwan.claude-dev/settings/cline_mcp_settings.json
- Gemini CLI AI Agent Customers normalize-url ~/.gemini/settings.json
- Grok AI Agent Customers normalize-url .mcp.json (in your project root)
- ChatGPT AI Agent Customers normalize-url Settings → Connectors → Advanced → Developer mode
- Claude.ai AI Agent Customers normalize-url Settings → Connectors → Add custom connector
- LangChain AI Agent Customers normalize-url pip install langchain-mcp-adapters
Fastest route
claude mcp add --transport http ai-agent-customers https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/ai-agent-customers/mcpOther tools on this server
- ai-agent-customers
- utc-time
- timezone
- validate-json
- inspect-robots
- domain-shape
- citation
- compatibility
- status-catalog
- iana-zones
- web-fetch
- fetch-status
- github-repo-shape
- weather-hint
- memory-key-count
- file-path-ok
- browser-url-ok
- think-steps
- search-query-len
- hn-front-count
- lib-docs-hint
- playwright-url-ok
- figma-url-shape
- jira-key-shape
- geo-hint
- calc-eval
- wiki-title-ok
- agent-tool-index
- people-search-index
- agent-ads-index
This list was read from the server itself, by connecting to it and calling tools/list on 24 September 2026. It is what
the server actually exposes, not what its listing claims.
Mutating and Read-only are read off each tool's name, not its schema — a hint, not a guarantee. The registry stores tool names only; connect the server for its live schemas.