{
  "id": 4362509,
  "title": "One shared memory for every agent in a project, over MCP: ✅ Fully local — Ollama + Qdrant + Mem0 ✅ Zero API keys ✅ Configs auto-generated for 5 agents ✅ Apache 2.0 https://github.com/sanprat/agent-memory",
  "url": "https://urgent.news/2026/08/30/one-shared-memory-for-every-agent-in-a-project-over-mcp-fully-local",
  "topic": "ai",
  "section": "AI",
  "published": "2026-08-30T06:17:09.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/pybankers/one-shared-memory-for-every-agent-in-a-project-over-mcp-fully-local-ollama-qdrant-mem0-jlc"
  },
  "original_language": "en",
  "account": null,
  "summary": "GitHub - sanprat/agent-memory: Universal MCP memory layer for AI coding agents (OpenCode, Claude Code, Cursor, Kilo Code). Self-hosted with Mem0 + Qdrant. Seed rules once, all agents remember. · GitHub Universal MCP memory layer for AI coding agents (OpenCode, Claude Code, Cursor, Kilo Code). Self-hosted with Mem0 + Qdrant. Seed rules once, all agents remember. - sanprat/agent-memory github.com",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}