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How MoEngage turned over 400 APIs into agent tools with AgentCore Gateway

According to AWS. MoEngage details how it utilized Amazon Bedrock AgentCore Gateway to convert internal private REST APIs into secure agent tools.

By TigerIQ News DeskPublished 10/30/2026, 04:18 AM4 min readShare · LinkedInShare · Email
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How MoEngage turned over 400 APIs into agent tools with AgentCore Gateway
Illustration generated by TigerIQ from the story topic.
KEY TAKEAWAYS
  • • MoEngage utilized AgentCore Gateway to convert over 400 internal REST APIs into permission-scoped agent tools.
  • • The implementation saved an estimated six months of platform engineering effort.
  • • Onboarding a new API now takes hours instead of days without writing custom Model Context Protocol server code.

Architectural Challenges

MoEngage runs approximately 400 internal REST APIs built by 25 engineering teams across seven AWS Regions in private virtual private clouds. The primary challenge was making these private APIs safely reachable by AI agents without exposing them to the public internet or flooding context windows.

Implementation and Results

By utilizing Amazon Bedrock AgentCore Gateway, MoEngage turned its private APIs into permission-scoped agent tools. This approach saved an estimated six months of platform engineering effort, allowing teams to onboard a new API in hours instead of days without writing custom MCP server code.

SOURCES & METHODOLOGY
  1. 1. aws.amazon.com
    Open source
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