everything vs civic-ai-tools

Side-by-side comparison to help you pick between these two MCP servers.

	everything by modelcontextprotocol	civic-ai-tools by npstorey
Stars	★ 85,748	★ 30
30d uses	—	—
Score	77	44
Official	✓	—
Categories	Developer ToolsAI / LLM ToolsOther	AI / LLM Toolsgovernment-dataDeveloper Tools
Language	TypeScript	Python
Last commit	this month	this month

everything · Summary

Official MCP test server exercising all protocol features for client builders.

civic-ai-tools · Summary

MCP server connecting AI assistants to government open data with anti-hallucination framework.

everything · Use cases

Testing MCP client implementations against all protocol features
Learning MCP protocol capabilities through a reference server
Validating client compatibility with different transport methods

civic-ai-tools · Use cases

Journalists analyzing public service complaints and trends
Government workers accessing housing and health code violation data
Researchers comparing demographic and economic indicators across cities

everything · Install

NPX (recommended)

{
  "mcpServers": {
    "everything": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-everything"]
    }
  }
}

On Windows, use cmd /c:

{
  "mcpServers": {
    "everything": {
      "command": "cmd",
      "args": ["/c", "npx", "-y", "@modelcontextprotocol/server-everything"]
    }
  }
}

Docker

{
  "mcpServers": {
    "everything": {
      "command": "docker",
      "args": ["run", "-i", "--rm", "mcp/everything"]
    }
  }
}

Global install

npm install -g @modelcontextprotocol/server-everything@latest
npx @modelcontextprotocol/server-everything

civic-ai-tools · Install

Quick start (recommended)

Click the **"Open in GitHub Codespaces"** button in the repository
Wait for environment to build (everything installs automatically)
Open **Copilot Chat** in Agent mode and start asking questions

Local setup

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

Claude Desktop Configuration

Add this to your Claude Desktop config:

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

Comparison generated from public README + GitHub signals. Last updated automatically.