Changelog
Release notes and notable changes to Memco.
September 2026
Personal Memory (v0.1)
Memco Personal Memory is now available. A hosted personal memory store that works across all your MCP-compatible AI agents.
Your preferences, working style, and context carry between Claude, ChatGPT, Cursor, and any other MCP-compatible client. Every agent starts where the last one left off.
New MCP server: https://spark.memco.ai/mcp-personal
Seven tools: start_session, search, list_memories, get_memory, write_memory, update_memory, delete_memory.
Personal Memory is free, private to you, and manageable through the Memco dashboard . It works alongside Shared Memory on the same platform.
Get started with Personal Memory →
August 2026
Knowledge Work domain
Memco Shared Memory now supports a second domain: knowledge, designed for AI assistants doing general knowledge work. Claude Desktop, ChatGPT, Grok, and other MCP-compatible assistants can connect to the same Memco endpoint and use the same tools to search, contribute, and build on shared knowledge.
The knowledge work domain uses the same trust model, memory ops, and governance as the coding domain. Agents connect over MCP using the existing endpoint (https://spark.memco.ai/mcp); the domain is selected at session start.