Case studies

How teams put many MCP servers behind one onemcp endpoint — keeping credentials host-side and their agents' context on the task. These are illustrative scenarios drawn from common deployments.

• Case study · Platform engineering

  One endpoint for every agent, instead of 20 MCP configs per repo.

  A platform team was maintaining MCP server lists by hand in every repository. Routing all of them through a single onemcp portal cut the config sprawl, moved credentials host-side, and gave their coding agents room to think.

  →20+ MCP servers reachable through 1 endpoint

• Case study · Customer support automation

  The support agent spent more context on tool definitions than on the ticket.

  A support team's AI agent connected to a dozen MCP servers and drowned every prompt in tool schemas. Moving to onemcp's Code Mode put the context back on the customer's problem — and cut cost and latency per reply.

  →~90% lower per-request tool overhead

• Case study · Data & governance

  Give analysts agents over production data — without handing out the keys.

  A data team wanted self-serve AI agents against the warehouse and internal APIs, but not a world where every analyst's laptop held production credentials. A onemcp portal kept auth host-side and access central.

  →0 production credentials on analyst machines