MCP and skills: measure and reduce tokens without losing context
A reproducible MCP lab measures local token counts, tests filters and projections, and checks that shorter results preserve the evidence needed.
Blog / Matteo Vincenti
Notes from work.
I write about AI in everyday work, software development and how teams work together. I start with business problems and explore the technical decisions.
2 articles in MCP
Topic: MCP Clear topic
MCP: what it is, how to build a server and which tools to choose
What MCP does and when to adopt it: business processes, costs, permissions and decision criteria, with a complete server example.
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