Use case · Efficiency

Stop MCP tool definitions from eating your context.

Every MCP server floods the prompt with its full tool schema on every request. onemcp exposes just three meta-tools and lets the model script against everything else — so the context window goes to your problem, not to boilerplate.

How onemcp shrinks the overhead

  1. 1

    Aggregate behind a portal

    onemcp connects to all your servers and namespaces their tools on one endpoint.

  2. 2

    Expose three meta-tools

    search, describe, and execute replace every up-front tool definition.

  3. 3

    Let the model write code

    Cloudflare Code Mode runs one script that calls only the tools it actually needs.

What you get back

~90% smaller system prompt

Tool overhead drops from roughly 15,000 tokens to about 500 per request.

Lower cost and latency

Fewer tokens in means cheaper, faster turns — on every single call.

Tools on demand

Signatures are fetched only when needed, not stuffed in up front.

Give the context window back to your agent.

Put your servers behind one portal and let Code Mode do the rest.