What is the key difference between OneDroid Engram and Genai Toolbox?

OneDroid Engram belongs to the Databases category with cloud HTTP/SSE execution, while Genai Toolbox belongs to the Databases category with local stdio execution.

How do I install OneDroid Engram or Genai Toolbox 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 OneDroid Engram and Genai Toolbox free or paid?

OneDroid Engram operates under a Free / Open Source model (No auth required). Genai Toolbox operates under a Free / Open Source model (API Key required).

Which MCP server has more tools and community activity?

OneDroid Engram lists 0 tools with 0 views and 0 GitHub stars. Genai Toolbox lists 6 tools with 4 views and 16,242 GitHub stars.

Can I use both OneDroid Engram and Genai Toolbox 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

OneDroid Engram vs Genai Toolbox

In-depth architectural comparison of the OneDroid Engram and Genai Toolbox 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

OneDroid Engram

Databases · Remote HTTP/SSE

Quality: 42/100 (Fair) | Auth: No auth required

Genai Toolbox

Databases · Local stdio

Quality: 56/100 (Good) | Auth: API Key required

Verdict Summary: Choose OneDroid Engram if you need specialized Databases tools running via a hosted cloud SSE transport. Choose Genai Toolbox if your workspace requires Databases integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose OneDroid Engram when:

You need dedicated capabilities in the Databases domain.
You prefer remote streaming HTTP/SSE transport architecture.
Your security boundary fits: No auth required (Free / Open Source).

Explore OneDroid Engram Details

Choose Genai Toolbox when:

You need dedicated capabilities in the Databases domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (Free / Open Source).
You have access to required keys: DATABASE_URL, GOOGLE_APPLICATION_CREDENTIALS, TOOLBOX_LOG_LEVEL, OTEL_EXPORTER_OTLP_ENDPOINT, OTEL_EXPORTER_OTLP_HEADERS.
Primary tools included: Prebuilt generic database tools for instant use, Custom tools framework for production-grade AI database tools, Supports structured queries, semantic search, and NL2SQL.

Explore Genai Toolbox Details

Feature & Specification Comparison

Specification	O OneDroid Engram Databases	Genai Toolbox googleapis Databases
Summary	Versioned agent memory in your own Postgres: portable context, permissioned, audit trail.	Open source MCP server specializing in easy, fast, and secure tools for Databases.
Category & Scope	Databases	Databases

Tools & Capabilities Breakdown

OneDroid Engram Tools (0)

No explicit tool names declared in metadata yet. Check project README on main listing page.

Genai Toolbox Tools (6)

Prebuilt generic database tools for instant use

Custom tools framework for production-grade AI database tools

Supports structured queries, semantic search, and NL2SQL

Connection pooling and integrated IAM authentication

End-to-end observability with OpenTelemetry metrics and tracing

SDKs available for Python, JavaScript/TypeScript, Go, and Java

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).

OneDroid Engram Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "onedroid-engram": {
      "url": "https://onedroid.ai/engram"
    }
  }
}

Genai Toolbox Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "googleapis-genai-toolbox": {
      "command": "npx",
      "args": [
        "-y",
        "@toolbox-sdk/server"
      ],
      "env": {
        "DATABASE_URL": "YOUR_DATABASE_URL_HERE",
        "GOOGLE_APPLICATION_CREDENTIALS": "YOUR_GOOGLE_APPLICATION_CREDENTIALS_HERE",
        "TOOLBOX_LOG_LEVEL": "YOUR_TOOLBOX_LOG_LEVEL_HERE",
        "OTEL_EXPORTER_OTLP_ENDPOINT": "YOUR_OTEL_EXPORTER_OTLP_ENDPOINT_HERE",
        "OTEL_EXPORTER_OTLP_HEADERS": "YOUR_OTEL_EXPORTER_OTLP_HEADERS_HERE"
      }
    }
  }
}

Frequently Asked Questions

OneDroid Engram is categorized under Databases and uses a remote streaming HTTP/SSE transport. In contrast, Genai Toolbox belongs to Databases using local stdio subprocess. Select OneDroid Engram when you need capabilities focused on databases and Genai Toolbox when you require tools for databases.

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