Recall

stdionone★ 3memory

Open-source MCP memory server for AI coding agents â durable cross-session memory, per-agent namespaces, ChromaDB-backed, self-hosted.

Install

How to run this server

[ { "cmd": "pip install \"ai-recallworks[mcp]\"", "imports": [] } ]

server path: recall

Tools

What this server exposes

claim

Soft-lock a file/table/URL with an auto-expiring TTL

release

Drop the lock (soft-archive — audit trail survives)

who_has

Check if anyone is editing a given resource

claims

List all active locks across all agents

handoff

Explicit work transfer with intent + files + context

pulse_others

Get the N most recent checkpoints from agents other than you

Configuration

Environment & auth

authnone

Resources