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