featuremcp
Attach memories directly as context
Pick memories straight from your AI client and add them to a conversation, without waiting for your agent to look them up.
Until now, your agent had to decide to look a memory up before it could use it. Now you can hand it the right context yourself: MCP clients that support resources can show your capsule's memories in their attachment or @-mention picker, and you can add one to the conversation in a click.
- Browse and attach memories. Every memory in your capsule appears by its key, ready to attach. Expired memories are left out.
- Find keys as you type. Start typing a key and supported clients suggest matching memories.
- Attach a capsule summary. Add an overview of your capsule, with memory and tag counts, limits and last activity, so your agent knows what's available.
Attaching a memory doesn't count as a tool call, so your agent starts with the context it needs and has nothing extra to fetch.
Do I need to do anything?
No. If your client supports MCP resources, your memories show up automatically once it's connected with your API key. Agents that look memories up with tools work exactly as before.