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proactive-recall

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Bryanh9111 / Engram

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Persistent memory MCP server for AI coding agents like Claude Code. Zero-LLM, local-first (SQLite + FTS5), proactive recall by file path. 12 MCP tools, 113 tests. The MEMORY.md alternative that stays constant-cost at 10,000+ memories.

python memory sqlite mcp developer-tools persistent-memory knowledge-base ai-agents fts5 local-first second-brain anthropic-claude llm-memory ai-memory model-context-protocol mcp-server agent-memory claude-code proactive-recall zero-llm
  • Updated Apr 17, 2026
  • Python

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