julia-mcp vs everything
Side-by-side comparison to help you pick between these two MCP servers.
julia-mcp by aplavin | everything by modelcontextprotocol | |
|---|---|---|
| Stars | ★ 63 | ★ 85,748 |
| 30d uses | — | — |
| Score | 46 | 77 |
| Official | — | ✓ |
| Categories | Developer ToolsAI / LLM Tools | Developer ToolsAI / LLM ToolsOther |
| Language | Python | TypeScript |
| Last commit | this month | this month |
julia-mcp · Summary
MCP server for persistent Julia sessions, avoiding startup costs and preserving state between calls.
everything · Summary
Official MCP test server exercising all protocol features for client builders.
julia-mcp · Use cases
- AI-assisted Julia development with fast code iteration
- Scientific computing workflows requiring persistent state
- Educational environments for teaching Julia programming
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
julia-mcp · Install
Installation
- Clone the repository:
git clone https://github.com/aplavin/julia-mcp.git
cd julia-mcp- Register with Claude Desktop (add to
claude_desktop_config.json):
{
"mcpServers": {
"julia": {
"command": "uv",
"args": ["run", "--directory", "/path/to/julia-mcp", "python", "server.py"]
}
}
}- Prerequisites: Install uv and Julia (julia binary must be in PATH). Recommended packages: Revise.jl and TestEnv.jl.
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