{"slug": "one-shared-memory-for-every-agent-in-a-project-over-mcp-fully-local-ollama-mem0", "title": "One shared memory for every agent in a project, over MCP:", "summary": "A developer released agent-memory, an open-source project that provides a shared memory layer for AI coding agents over the Model Context Protocol (MCP). The tool is fully local, using Ollama, Qdrant, and Mem0, requires no API keys, and auto-generates configurations for five agents, including OpenCode, Claude Code, Cursor, and Kilo Code. The project is licensed under Apache 2.0.", "body_md": "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\n          \n\n            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\n          \n\n          github.com", "url": "https://wpnews.pro/news/one-shared-memory-for-every-agent-in-a-project-over-mcp-fully-local-ollama-mem0", "canonical_source": "https://dev.to/pybankers/one-shared-memory-for-every-agent-in-a-project-over-mcp-fully-local-ollama-qdrant-mem0-jlc", "published_at": "2026-08-30 06:17:09+00:00", "updated_at": "2026-08-30 06:52:18.783731+00:00", "lang": "en", "topics": ["ai-agents", "developer-tools", "ai-infrastructure", "ai-products"], "entities": ["agent-memory", "Ollama", "Qdrant", "Mem0", "OpenCode", "Claude Code", "Cursor", "Kilo Code"], "alternates": {"html": "https://wpnews.pro/news/one-shared-memory-for-every-agent-in-a-project-over-mcp-fully-local-ollama-mem0", "markdown": "https://wpnews.pro/news/one-shared-memory-for-every-agent-in-a-project-over-mcp-fully-local-ollama-mem0.md", "text": "https://wpnews.pro/news/one-shared-memory-for-every-agent-in-a-project-over-mcp-fully-local-ollama-mem0.txt", "jsonld": "https://wpnews.pro/news/one-shared-memory-for-every-agent-in-a-project-over-mcp-fully-local-ollama-mem0.jsonld"}}