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Compare · Upware vs MCP

MCP connects your agent. Upware governs what it does.

MCP standardizes how an agent reaches a tool. It does not decide whether the action is allowed, keep it deterministic, or leave an audit trail. For enterprise execution you need both.

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What MCP is

A connector, not a control plane

MCP is a great way to expose tools and data to a model. It standardizes the connection — but it is a protocol, not a control plane. It says nothing about who is allowed to do what, whether an action is within policy, or how it gets audited.

Side by side

MCP vs Upware

MCP
What it isA connection protocol
Authorization & RBACOut of scope
ExecutionUp to the model
Audit trailYou build it
Legacy systems without APIsNeeds an MCP server to exist
Time to a safe actionBuild and secure each server
Upware
What it isA governed execution layer
Authorization & RBACPolicy-driven, per-action
ExecutionMostly-deterministic, policy-wrapped actions
Audit trailEvery action, attributable
Legacy systems without APIsLearns the workflow — API, web, or UI
Time to a safe actionDays, from a recorded workflow
The verdict

Layers, not rivals

MCP and Upware aren't competitors — they're layers. Use MCP to connect. Use Upware to make sure what gets connected can only act within policy — governed, mostly-deterministic, and fully audited. On legacy systems that have no MCP server at all, Upware is also how the action gets built in the first place.

FAQ

Common questions

Is Upware a replacement for MCP?
No. They operate at different layers. MCP standardizes the connection between a model and a tool; Upware is the governance and execution layer that decides whether an action is permitted, runs it as a governed, mostly-deterministic action, and audits it. You can expose Upware-governed actions over MCP.
Can I use MCP and Upware together?
Yes — that's the intended pattern. Upware encapsulates a learned, policy-bounded action and can serve it to your agent over secure MCP or an API, so the agent gets a clean tool and the enterprise gets governance.
What about systems with no MCP server?
Most enterprise systems don't have one. Upware learns the workflow directly — through the API when there is one, and through web requests, shell, or the UI when there isn't — then exposes it as a governed action.

See governed execution in action

The fastest way to understand the difference is to watch a workflow become a governed action.

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