MCP token cost review
Request an MCP Token Cost Review.
You do not need to know whether MCP is the problem. Share your current setup and symptoms; the review checks whether tool catalogs, schemas, or responses add avoidable overhead.
Useful MCP context includes
- Which MCP servers or custom tools are connected.
- Whether tool lists, schemas, or responses feel noisy, heavy, or confusing.
- Where agents seem confused, slow, or over-tooled.
- Rough scale, if you know it.
What happens next
- 1We triage for a concrete cost, reliability, eval, or workflow-architecture problem.
- 2If there is a fit, we ask for a small sample: traces, prompts, tool lists, repo instructions, workflow notes, or anonymized task examples.
- 3The first output is a scoped path: what to inspect, what to measure, and where savings or leverage are most likely.
Direct email
For lightweight notes, use research@vorplabs.com.