Ragionex Launches Open-Source Agent Memory Network With Auto-Learning and MCP Server
Ragionex · reddit · 2026-10-29
Ragionex Memory lets AI agents build and maintain a shared knowledge network automatically: they save documents, decisions and outcomes as they work, update/merge/prune it themselves, and query it via an open-source MCP server in natural language.
Key features
- Fully automatic learning and upkeep; memory improves with use
- Context engine returns the most relevant records in milliseconds without bloat; answers are verbatim, never summarized
- Version control with 30-day restore; a dashboard shows every memory's status and editor
- Per-project Vaults with granular teammate permissions (read/write/edit/delete)
- EU storage, AES-256 encryption, no third-party AI or training use
Free plan: 10,000 requests/month, unlimited memories, 2 Vaults, 2 API keys, 1 teammate per Vault. MCP server is open source on GitHub.
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