trailmem

amitnexTech/trailmem

★ 1 stars Python AI/LLM Updated today

Local-first, graph-linked persistent memory for AI coding agents — MCP server + CLI. SQLite knowledge graph, typed edges, 4-band dedup, once-per-session briefings, no telemetry.

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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": {
    "trailmem": {
      "command": "uvx",
      "args": [
        "trailmem"
      ]
    }
  }
}

Or install with pip: pip install trailmem

README Excerpt

**Persistent, local-first graph memory for AI coding agents.** Trailmem gives agents durable cross-session memory without provider lock-in: a local SQLite knowledge graph, typed relationships, explicit knowledge evolution, and token-disciplined briefings. It is designed for multiple local agents—Claude, Kiro, Codex, OpenCode, Kilo, and Gemini—to share useful project knowledge without silently creating junk memories.

Topics

ai-agentsclaudeembeddingsknowledge-graphlocal-firstmcpmcp-servermemorypythonsqlite

trailmem

Quick Install

README Excerpt

Topics

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