domain-shape — AI Agent Customers MCP Tool
domain-shape
(domain shape) 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 domain-shape from your client
- Claude Code AI Agent Customers domain-shape run in your project directory
- Claude Desktop AI Agent Customers domain-shape ~/Library/Application Support/Claude/claude_desktop_config.json
- Cursor AI Agent Customers domain-shape ~/.cursor/mcp.json
- VS Code AI Agent Customers domain-shape .vscode/mcp.json
- Zed AI Agent Customers domain-shape ~/.config/zed/settings.json
- Windsurf AI Agent Customers domain-shape ~/.codeium/windsurf/mcp_config.json
- Cline AI Agent Customers domain-shape ~/Library/Application Support/Code/User/globalStorage/saoudrizwan.claude-dev/settings/cline_mcp_settings.json
- Gemini CLI AI Agent Customers domain-shape ~/.gemini/settings.json
- Grok AI Agent Customers domain-shape .mcp.json (in your project root)
- ChatGPT AI Agent Customers domain-shape Settings → Connectors → Advanced → Developer mode
- Claude.ai AI Agent Customers domain-shape Settings → Connectors → Add custom connector
- LangChain AI Agent Customers domain-shape 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
- normalize-url
- inspect-robots
- 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.