awslabs/mcp vs gomarble-ai/google-ads-mcp-server
Both Cloud Service MCP servers. The table below compares reliability, install, runtime, license, and release cadence: the numbers that matter for a production decision. Updated every 24h from the registry.
last updated 25d ago·reliability refreshed every 24h
TL;DR
reliability →
awslabs/mcp
Pick awslabs/mcp whenYou need a Python-based integration under Apache-2.0. Reliability score: 99/100.
Pick gomarble-ai/google-ads-mcp-server whenYou need a Python-based integration under MIT. Reliability score: 68/100.
Server
Reliability signals
Reliability score
99
68
GitHub stars
8,939winner124
Latest release
May 3, 2026May 3, 2026
Last checked
25d ago25d ago
Technical
Runtime
PYTHONPYTHON
Language
PythonPython
License
Apache-2.0MIT
Category
Install
$uvx awslabs.aws-documentation-mcp-server@latest
$pip install -r requirements.txt
About
A suite of specialized MCP servers that help you get the most out of AWS.
MCP server for Google Ads API with automatic OAuth 2.0 authentication.
Editor's read
If reliability is your primary concern, pick awslabs/mcp at 99/100. For runtime requirements, check the Technical section above. Near-tied options? Pick the one with the fresher release. A recent release signals active maintenance.
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