Performance

When integration latency becomes unpredictable, downstream services fail and user trust erodes. AI agents are especially sensitive — long tool lists degrade model accuracy, and slow discovery means developers build duplicates instead of reusing what exists. Performance is the difference between a platform teams use and one they route around.

• Integrations must scale with business growth without unpredictable latency or throttling
• MCP tool discovery must remain performant as tool lists grow (AI performance degrades with long tool lists)
• Semantic search and discovery must return results in interactive timeframes