onetool-mcp
★ 19
vs
gemini-cloud-assist-mcp
★ 63
onetool-mcp vs gemini-cloud-assist-mcp
onetool-mcp: OneTool MCP is a single MCP server that bundles 100+ tools — Brave search, Google, Context7, AWS, Playwright, Chrome DevTools, Excel, database operations, and more. Instead of registering each tool individually and burning context on their definitions, agents write short Python code to call any tool on demand. Anthropic engineering research backs this approach: code execution reduces token usage by over 98%, cutting costs dramatically when agents need many external tools.; gemini-cloud-assist-mcp: This MCP server connects MCP clients to the Gemini Cloud Assist APIs, enabling natural language interaction with Google Cloud. It supports designing infrastructure, troubleshooting issues, managing resources, optimizing costs, and providing general assistance. The server is currently in private preview and has migrated to a remote architecture starting from v0.8.0.
01
TL;DR
Choose onetool-mcp if…Cutting MCP token overhead when an agent needs 10+ external tools
Choose gemini-cloud-assist-mcp if…Design and deploy cloud infrastructure using natural language
02
Side-by-Side Comparison
03
Features
onetool-mcp01100+ tools in one MCP server: search, AWS, Playwright, databases, Excel, and more
02Code mode: agents write Python API calls instead of loading tool definitions
0396% fewer tokens vs loading individual MCP servers
04Works with Claude Code or any MCP-compatible client
05uv-based install with optional tool groups
gemini-cloud-assist-mcp01Design infrastructure configurations for Google Cloud
02Troubleshoot complex issues in your Google Cloud environment
03Manage Google Cloud resources (create, update, delete)
04Optimize costs by analyzing spend and identifying efficiencies
05Get general guidance on Google Cloud best practices
04
Use Cases
onetool-mcp↳Cutting MCP token overhead when an agent needs 10+ external tools
↳Browser automation and web scraping within a unified MCP setup
↳Database queries, file operations, and API calls from one MCP server
gemini-cloud-assist-mcp↳Design and deploy cloud infrastructure using natural language
↳Investigate and resolve issues in Google Cloud environments
↳Analyze and optimize cloud spending
05
Best For
onetool-mcpHidden GemEssential
gemini-cloud-assist-mcpTrendingLLM InfraDev Tooling
FAQ
FAQ
What is the difference between onetool-mcp and gemini-cloud-assist-mcp?
Both onetool-mcp and gemini-cloud-assist-mcp are in the API Integration category. onetool-mcp has 19 stars, while gemini-cloud-assist-mcp has 63 stars.
Which is better, onetool-mcp or gemini-cloud-assist-mcp?
The best choice depends on your use case. Choose onetool-mcp if Cutting MCP token overhead when an agent needs 10+ external tools, and gemini-cloud-assist-mcp if Design and deploy cloud infrastructure using natural language.
Is onetool-mcp free or open source?
Yes, onetool-mcp is open source on GitHub (GPL-3.0).
Is gemini-cloud-assist-mcp free or open source?
Yes, gemini-cloud-assist-mcp is open source on GitHub (Apache-2.0).
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