What is the key difference between Costory FinOps MCP and Genai Toolbox?

Costory FinOps MCP belongs to the Databases category with local stdio execution, while Genai Toolbox belongs to the Databases category with local stdio execution.

How do I install Costory FinOps MCP 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 Costory FinOps MCP and Genai Toolbox free or paid?

Costory FinOps MCP 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?

Costory FinOps MCP lists 0 tools with 0 views and 1 GitHub stars. Genai Toolbox lists 6 tools with 4 views and 16,242 GitHub stars.

Can I use both Costory FinOps MCP 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

Costory FinOps MCP vs Genai Toolbox

In-depth architectural comparison of the Costory FinOps MCP 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

Costory FinOps MCP

Databases · Local stdio

Quality: 36/100 (Fair) | Auth: No auth required

Genai Toolbox

Databases · Local stdio

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

Verdict Summary: Choose Costory FinOps MCP if you need specialized Databases tools running via a local process. 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 Costory FinOps MCP when:

You need dedicated capabilities in the Databases domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).

Explore Costory FinOps MCP 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.

Feature & Specification Comparison

Specification	Costory FinOps MCP Databases	Genai Toolbox googleapis Databases
Summary	FinOps MCP: query allocated, correlated cloud and AI cost across AWS, GCP, Azure and Snowflake.	Open source MCP server specializing in easy, fast, and secure tools for Databases.
Category & Scope	Databases	Databases

Tools & Capabilities Breakdown

Costory FinOps MCP 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).

Costory FinOps MCP Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "costory-finops-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://app-api.costory.io/mcp"
      ]
    }
  }
}

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

Costory FinOps MCP is categorized under Databases and uses a local stdio subprocess. In contrast, Genai Toolbox belongs to Databases using local stdio subprocess. Select Costory FinOps MCP when you need capabilities focused on databases and Genai Toolbox when you require tools for databases.

More alternatives to Costory FinOps MCP More alternatives to Genai Toolbox Databases category hub