Engram

Bryanh9111/Engram
★ 1 stars Python 🤖 AI/LLM Updated today
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.
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Quick Install

Copy the config for your editor. Some servers may need additional setup — check the README.

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "engram": {
      "command": "uvx",
      "args": [
        "engram"
      ]
    }
  }
}

Or install with pip: pip install engram

Topics

agent-memoryai-agentsai-memoryanthropic-claudeclaude-codedeveloper-toolsfts5knowledge-basellm-memorylocal-firstmcpmcp-servermemorymodel-context-protocolpersistent-memory