@apifyforge
基本信息
Causal Panopticon is a cross-domain causal discovery and inference engine for AI agents, exposed via the Model Context Protocol.
使用下面的配置,将此服务器添加到你的 MCP 客户端。
{
"mcpServers": {
"causal-panopticon-mcp": {
"url": "https://ryanclinton--causal-panopticon-mcp.apify.actor/mcp"
}
}
}工具列表暂未提供
当前收录暂时没有可展示的工具列表，不代表服务没有工具。请查阅项目文档了解支持的能力。
此服务需要认证，获取工具列表可能需要登录或使用服务提供方的凭据。
点击上方按钮,直接连接服务器端点实时获取工具列表。
Causal Panopticon MCP Server is a cross-domain causal discovery and inference engine for AI agents, exposed via the Model Context Protocol. It integrates 18 data sources across economics, health, environment, security, policy, finance, academia, and labor, applying eight peer-reviewed causal algorithms to uncover causal relationships beyond correlation.
Add the server endpoint to any MCP client (e.g., Claude Desktop, Cursor) by including "url": "https://causal-panopticon-mcp.apify.actor/mcp" in your client's MCP configuration JSON. An optional Authorization header with a Bearer token (Apify API key) can be provided. All tool parameters are passed directly when calling each MCP tool; there are no actor-level inputs.
Correlation cannot distinguish causation from confounding. This server applies do-calculus and DAG-based structural discovery to estimate average treatment effects, counterfactuals, and identify which variables actually cause changes.
No local runtime beyond an MCP-compatible client (Claude Desktop, Cursor, etc.). Data collection across 18 sources runs in parallel on Apify’s platform with built-in proxy rotation and monitoring.
Data is fetched in real time from 18 public APIs (FRED, BLS, WHO, NOAA, SEC EDGAR, etc.) on each tool call. No data is stored by the server; results are returned directly to the calling agent.
Each tool call costs $0.04. The server uses Apify’s infrastructure, and optional API key monitoring can alert on failures or unexpected results.
Authentication is optional; the server supports an `Authorization: Bearer <token>` header in the MCP connection. The endpoint uses Streamable HTTP transport over the standard MCP `tools/list` and `tools/call` operations.
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