Remnic provides one shared memory store for Claude Code, Codex CLI, Cursor, ChatGPT, and every MCP client, using plain markdown files on your own disk. The software is local-first, MIT licensed, and free forever, with no subscriptions or telemetry. Every memory is stored as a human-readable markdown file with YAML frontmatter, allowing standard tools to inspect and version it.
Remnic uses a three-phase memory loop—recall, buffer, and extract—that runs continuously around each agent turn. The recall phase uses hybrid BM25 + vector search with reranking to inject relevant memories before each agent turn. The extraction phase can use OpenAI, a local LLM, or a multi-provider fallback chain to store durable facts and preferences.
Remnic includes native integrations for Claude Code, Codex CLI, Pi Coding Agent, Hermes, and OpenClaw, plus MCP support for any compatible client. Users can inspect why a memory was surfaced using the recall/explain command, which returns tier information, score decomposition, and audit trail ID.
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