filesystem vs optuna-mcp
Side-by-side comparison to help you pick between these two MCP servers.
filesystem by modelcontextprotocol | optuna-mcp by optuna | |
|---|---|---|
| Stars | ★ 85,748 | ★ 76 |
| 30d uses | — | — |
| Score | 77 | 46 |
| Official | ✓ | — |
| Categories | File SystemDeveloper ToolsProductivity | AI / LLM ToolsDeveloper ToolsOther |
| Language | TypeScript | Python |
| Last commit | this month | this month |
filesystem · Summary
A feature-rich MCP server for filesystem operations with dynamic directory access control.
optuna-mcp · Summary
Optuna MCP server automates hyperparameter optimization and analysis via interactive tools.
filesystem · Use cases
- Enable AI models to read and write project files during development
- Allow Claude or other MCP clients to browse and analyze codebases
- Provide secure sandboxed access to specific directories for content generation
optuna-mcp · Use cases
- Automated hyperparameter optimization by LLMs
- Interactive analysis of optimization results via chat interface
- Optimizing input parameters for other MCP tools
filesystem · Install
Installation
Using NPX
{
"mcpServers": {
"filesystem": {
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-filesystem",
"/path/to/allowed/directory"
]
}
}
}Using Docker
{
"mcpServers": {
"filesystem": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"--mount", "type=bind,src=/path/to/allowed/dir,dst=/projects/allowed/dir",
"mcp/filesystem",
"/projects"
]
}
}
}VS Code Extension
Click the installation buttons in the README to install directly in VS Code.
optuna-mcp · Install
Installation
Using uv:
{
"mcpServers": {
"Optuna": {
"command": "/path/to/uvx",
"args": [
"optuna-mcp"
]
}
}
}Using Docker:
{
"mcpServers": {
"Optuna": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"--net=host",
"-v",
"/PATH/TO/LOCAL/DIRECTORY/WHICH/INCLUDES/DB/FILE:/app/workspace",
"ghcr.io/optuna/optuna-mcp:latest",
"--storage",
"sqlite:////app/workspace/optuna.db"
]
}
}
}