What does Okareo MCP do?
It turns your AI coding assistant into an evaluation workbench — you describe tests in natural language, and the server builds synthetic users, runs simulations, and returns transcripts, traces, and scores.

@okareo-ai
基本信息
Simulate and evaluate voice & text agents from your editor. Generate synthetic-user "Drivers" from your codebase, run multi-turn simulations against your agents, and pull back transcripts, traces, and scores without leaving your AI assistant.
使用下面的配置,将此服务器添加到你的 MCP 客户端。
{
"mcpServers": {
"okareo": {
"type": "http",
"url": "https://tools.okareo.com/mcp"
}
}
}** `save_scenario`, `list_scenarios`, `get_scenario`, `create_scenario_version`
** `create_or_update_driver`, `list_driver_voices`, `get_driver`, `list_drivers`
** `create_or_update_target`, `get_target`, `list_targets`
** `run_simulation`, `list_simulations`
** `create_or_update_check`, `generate_check`
** `ingest_conversations`, `connect_voice_integration`, `get_voice_webhook_url`
Okareo is an MCP server for agent simulation and evaluation of voice and text agents. It enables developers to run dozens of synthetic conversations against their agent directly from MCP-compatible editors like Claude Code, Cursor, or any MCP-ready tool, without installing local infrastructure.
Point your MCP editor at the hosted endpoint https://tools.okareo.com/mcp. For Claude Code, run claude mcp add --transport http okareo https://tools.okareo.com/mcp. For any MCP client, add the server URL to your configuration JSON. Authentication uses OAuth on first connect; if OAuth discovery is not supported, set the OKAREO_API_KEY environment variable for a Bearer-header fallback.
It turns your AI coding assistant into an evaluation workbench — you describe tests in natural language, and the server builds synthetic users, runs simulations, and returns transcripts, traces, and scores.
No. Okareo is hosted — there is nothing to install; just point your editor at the endpoint and sign in once through your browser.
Claude Code, Claude Desktop, Cursor, VS Code 1.101+, Cline, Gemini Code Assist, GitHub Copilot, Windsurf, and any client that speaks MCP's streamable-HTTP transport.
OAuth on first connect (a browser tab opens to app.okareo.com). If your client does not implement MCP OAuth discovery, set `OKAREO_API_KEY` in your environment as a Bearer-header fallback.
It uses the streamable-HTTP transport, as noted in the supported editors and connection instructions.

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