Strata
One MCP server for AI agents to handle thousands of tools
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Strata is a single MCP server that helps AI agents use large numbers of tools reliably. As an agent's toolset grows into the hundreds or thousands across many apps, feeding every tool definition into context overwhelms the model and hurts tool selection; Strata solves this by exposing tools progressively and guiding the agent to the right one.
The result is that agents can handle complex workflows spanning many applications without the context overload that normally degrades their accuracy.
It is aimed at developers building agents that need broad tool access and want reliable tool use at scale rather than an agent that picks the wrong action as its capabilities expand.
AI-assisted draft, human-reviewed before publishing — see how we choose & review tools.
Why we picked it
Strata stood out for solving a real scaling problem in agent tooling — feeding thousands of tool definitions into context degrades tool selection, and exposing tools progressively instead of all at once is the specific fix worth naming here.
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