civic-ai-tools

概述

Civic AI Tools是一个MCP服务器，通过模型上下文协议(MCP)使AI助手能够访问和查询政府开放数据。它主要连接到纽约市开放数据(Socrata)和Google Data Commons，允许用户用自然语言询问有关311投诉、餐厅检查和人口统计信息等公民数据集的问题。该平台配备反幻觉功能，确保响应基于真实、可验证的数据而非AI生成内容。它提供本地设置和通过GitHub Codespaces的云选项。

试试问 AI

装完之后，这里有 5 个你可以让 AI 做的事：

• query_socrata

  Query NYC Open Data datasets including 311 complaints, restaurant inspections, and housing violations

  试试:What are the top 311 complaint types in NYC?试试:Show me restaurant inspection grades by borough试试:Find housing violations in Manhattan
• query_data_commons

  Query Google Data Commons for population, income, and demographic data

  试试:Compare NYC's population trend with Los Angeles and Chicago试试:What is the median income for California?试试:Show demographic statistics for Texas
• create_visualization

  Generate visualizations and dashboards from live civic datasets

  试试:Create a bar chart showing 311 complaints by type试试:Generate a dashboard of restaurant inspection data试试:Show me a time series of housing violations

说明：Tool names inferred from the MCP servers described in the table (Socrata MCP and Data Commons MCP) and their capabilities. No explicit tool names or signatures are provided in the README.

可对比工具

安装

git clone https://github.com/npstorey/civic-ai-tools.git
cd civic-ai-tools
cp .env.example .env
./scripts/setup.sh

{
  "mcpServers": {
    "civic-ai-tools": {
      "command": "uv",
      "args": ["run", "mcp/server.py"],
      "env": {
        "SOCRATA_APP_TOKEN": "YOUR_TOKEN_HERE"
      }
    }
  }
}

FAQ

可用的数据源有哪些？

该MCP服务器主要连接纽约市开放数据(Socrata)，包含2,000多个数据集，以及Google Data Commons，提供人口统计和统计指标。

使用这个需要API密钥吗？

API密钥是可选的。没有密钥的情况下，纽约市开放数据仍能使用（但速率限制较低），而Google Data Commons需要API密钥才能访问。

civic-ai-tools 对比