What is the key difference between SandBase CLI and PersonalizationMCP?

SandBase CLI belongs to the Aggregators category with local stdio execution, while PersonalizationMCP belongs to the Aggregators category with local stdio execution.

How do I install SandBase CLI or PersonalizationMCP in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are SandBase CLI and PersonalizationMCP free or paid?

SandBase CLI operates under a Free / Open Source model (other). PersonalizationMCP operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

SandBase CLI lists 6 tools with 9 views and 186 GitHub stars. PersonalizationMCP lists 5 tools with 0 views and 60 GitHub stars.

Can I use both SandBase CLI and PersonalizationMCP together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

Side-by-Side Model Context Protocol Comparison

SandBase CLI vs PersonalizationMCP

In-depth architectural comparison of the SandBase CLI and PersonalizationMCP MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

At a Glance & Executive Verdict

SandBase CLI

Aggregators · Local stdio

Quality: 67/100 (Great) | Auth: other

PersonalizationMCP

Aggregators · Local stdio

Quality: 51/100 (Good) | Auth: No auth required

Verdict Summary: Choose SandBase CLI if you need specialized Aggregators tools running via a local process. Choose PersonalizationMCP if your workspace requires Aggregators integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose SandBase CLI when:

You need dedicated capabilities in the Aggregators domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: other (Free / Open Source).
Primary tools included: sandbase_discover, sandbase_inspect, sandbase_run.

Explore SandBase CLI Details

Choose PersonalizationMCP when:

You need dedicated capabilities in the Aggregators domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: OAuth2 authentication with automatic token detection and refresh, Platform-specific integrations for Steam, YouTube, Bilibili, Spotify, and Reddit, Unified onboarding and management commands for setup and operation.

Feature & Specification Comparison

Specification	S SandBase CLI Aggregators	PersonalizationMCP YangLiangwei Aggregators
Summary	Open-source CLI and MCP server for discovering and calling 2,000+ AI models and APIs through one consistent developer interface.	Comprehensive personal data aggregation MCP server with Steam, YouTube, Bilibili, Spotify, Reddit and other platforms integrations. Features OAuth2 authentication, automatic token management, and 90+ tools for gaming, music, video, and social platform data access.
Category & Scope	Aggregators

Tools & Capabilities Breakdown

SandBase CLI Tools (6)

sandbase_discover

Search all 2,000+ available AI models and APIs

sandbase_inspect

Get input schema, pricing, and ready-to-use template

sandbase_run

Execute a model or API endpoint

sandbase_run_get

Poll status/result of an async run (video gen, etc.)

sandbase_runs

List your recent API calls with cost breakdown

sandbase_account

Check account balance (free, no cost)

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

SandBase CLI Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "sandbase-cli": {
      "command": "npx",
      "args": [
        "-y",
        "https"
      ]
    }
  }
}

PersonalizationMCP Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "yangliangwei-personalizationmcp": {
      "command": "uvx",
      "args": [
        "bilibili-api"
      ]
    }
  }
}

Frequently Asked Questions

SandBase CLI is categorized under Aggregators and uses a local stdio subprocess. In contrast, PersonalizationMCP belongs to Aggregators using local stdio subprocess. Select SandBase CLI when you need capabilities focused on aggregators and PersonalizationMCP when you require tools for aggregators.

More alternatives to SandBase CLI More alternatives to PersonalizationMCP Aggregators category hub