Implement Agent Memory Runtime with Auto-Hooks

Capture, recall, consolidate, and observe agent sessions automatically

Updated: 5/22/2026
Difficulty
medium
Time
30m
Use Case
Build persistent memory systems for autonomous agents with automatic session capture
Popularity
0 views

About this automation

Agent Memory provides a full memory runtime with 12 auto-hooks capturing sessions, prompts, tool calls, and stops. Includes 53 MCP tools and 124 REST endpoints for comprehensive memory management.

How to implement

1

Initialize Agent Memory runtime

2

Configure 12 auto-hooks for session capture

3

Connect 53 MCP tools behind memory server

4

Expose 124 REST endpoints for recall and consolidation

5

Implement federated memory across agents