Track what changed in memory over time

Read the change log for a memory namespace, check current stats, then summarize what's accumulated.

Workflow

Step 1 of 3

Read Memory Changes

Read the append/update/delete log for a namespace.

read_memory_changes({"handle": "my-agent", "since": "example"})

Step 2 of 3

Memory Stats

Check current aggregate stats for the same namespace.

memory_stats({"handle": "my-agent"})

Step 3 of 3

Summarize Memory

Summarize what has accumulated since the last review.

summarize_memory({"handle": "my-agent"})

Install

One command wires up every tool below for Claude Code:

claude mcp add --transport http wingman https://wingmanprotocol.com/mcp

Claude Desktop, Cursor and Continue configs are on /install. A free key (500 calls/month, no card) is on /pricing; beyond that it is x402 pay-per-call in USDC on Base.