Use case · Agent developer
Vet every server before it touches production.
Your agent's reliability is the sum of its tools. Comparison mode, the agent panel, and the MCP log are the bench you need before you wire any new server in.
Evaluation first
Comparison-mode-first evaluation.
Instead of integrating and hoping, run candidate servers through your real prompts in MCPOrbit first. See which servers actually call the right tools, which models cope with which schemas, which combinations latency-spike. Decide based on output.
Multi-provider
Sanity-check tool selection across providers.
Run the same agent prompt against three providers in MCPOrbit. If one provider's tool selection diverges from the others, that's signal. Use it for cost decisions, latency decisions, and model-vendor lock-in escape planning.
Graduate
Take the vetted server to your editor.
The same MCPOrbit instance you tested in becomes the launchpad. MCPOrbit validates the connection, generates the mcpServersblock for Claude Desktop, Cursor, or Windsurf, and copies it to your clipboard with that editor's config path and merge steps.
The full loop
Discover
Registry browser or Server Card.
Connect
Auto-validated connection in seconds.
Compare
Side-by-side across servers and models.
Run it
Drive the server through a real agent loop.
