FirstData vs everything

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

	FirstData by MLT-OSS	everything by modelcontextprotocol
Stars	★ 161	★ 85,748
30d uses	—	—
Score	49	77
Official	—	✓
Categories	AI / LLM ToolsDatabaseDeveloper Tools	Developer ToolsAI / LLM ToolsOther
Language	Python	TypeScript
Last commit	this month	this month

FirstData · Summary

Comprehensive external fact context layer for AI agents with MCP server integration for accessing authoritative structured data sources.

everything · Summary

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

FirstData · Use cases

Researchers need authoritative economic data from international organizations for academic papers
Data analysts require structured access to financial indicators from central banks with API support
Policy makers need verified climate data with complete evidence chains for decision making

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

FirstData · Install

Installation

For AI Agents with Skill support (recommended):

clawhub install firstdata

Manual MCP Configuration:

Get API key from [FirstData API申请](https://firstdata.deepminer.com.cn/)
Add to your MCP config file:

{
  "mcpServers": {
    "firstdata": {
      "type": "streamable-http",
      "url": "https://firstdata.deepminer.com.cn/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_FIRSTDATA_API_KEY>"
      }
    }
  }
}

*Note: For Zed, use context_servers instead of mcpServers*

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

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