MCP control plane

Manage MCP tools as part of the operating surface

Dekaplane connects MCP-backed tools to governed ChatOps and agent workflows so operators can review what is enabled, what ran, and why.

MCP makes tool integration more portable, but operations teams still need governance. Tools must be discovered, enabled, constrained, and traced.

Dekaplane adds that control-plane layer around MCP-backed capabilities instead of treating tool access as an implementation detail.

The MCP governance gap

Connecting tools is only the beginning. Teams also need to decide which tools are safe for which workflows, how they are exposed, and how executions are reviewed.

  • Inventory available MCP-backed tools
  • Enable approved capabilities
  • Connect tools to ChatOps and agent flows
  • Record tool-call behavior for review

Dekaplane's role

Dekaplane makes tool onboarding and MCP integration part of the administrative product surface. That keeps model routes, agents, tools, and traces in the same operational context.

  • Control-plane configuration for tools
  • Workflow policy around execution
  • Traceable agent/tool interaction
  • Self-hosted runtime coordination

Why it matters

When tools become the action layer for agents, weak governance turns into operational risk. A control plane helps teams move from experimentation to repeatable, reviewable workflows.

  • Less unmanaged tool sprawl
  • More consistent agent behavior
  • Better debugging data
  • Clearer operational ownership

Related reading

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Current release

Start with the free self-hosted package

Dekaplane is currently available as a Free single-tenant self-hosted release with portal-based downloads, license materials, and installation guidance.