flapi vs everything

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

	flapi by DataZooDE	everything by modelcontextprotocol
Stars	★ 70	★ 85,748
30d uses	—	—
Score	46	77
Official	—	✓
Categories	DatabaseDeveloper ToolsAI / LLM Tools	Developer ToolsAI / LLM ToolsOther
Language	C++	TypeScript
Last commit	this month	this month

flapi · Summary

flAPI generates SQL-based APIs with DuckDB and provides MCP tools for AI agents.

everything · Summary

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

flapi · Use cases

Creating APIs for large datasets without writing custom backend code
Building data tools for AI agents with SQL-based access
Exposing enterprise data sources as secure endpoints with authentication

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

flapi · Install

Installation

The easiest way to try flAPI is using uvx:

uvx --from flapi-io flapi -c flapi.yaml

Or install permanently:

pip install flapi-io

Using Docker:

docker pull ghcr.io/datazoode/flapi:latest
docker run -it --rm -p 8080:8080 -p 8081:8081 -v $(pwd)/examples/:/config ghcr.io/datazoode/flapi -c /config/flapi.yaml --enable-mcp

Claude Desktop Configuration

Add to your Claude Desktop config.json:

{
  "mcpServers": {
    "flapi": {
      "command": "flapi",
      "args": ["--enable-mcp"]
    }
  }
}

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.