Tech
From 30 Tools to 3: Designing a Token-Efficient MCP Tool Surface
Modern agentic applications rarely suffer from a lack of tools.
They suffer from too many of them .
As an AI agent grows, it is common to connect it to Jira, GitLab, Confluence, Sentry, Elasticsearch, Jaeger, databases, monitoring systems, internal APIs, deployment platforms, and dozens of other services.
Each integration can expose many operations:
Jira
├── searchIssues
├── getIssue
├── createIssue
├── updateIssue
├── addComment
├── transitionIssue
├── getTransitions
├── assig...
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