echo

victoriacheng15/echo

★ 1 stars Go 🤖 AI/LLM Updated today

Engineered an MCP server to solve the LLM statelessness gap. Tracks Unit Economics and carbon impact via DuckDB while ensuring sub-10ms query via FTS5, WAL and knowledge refinement.

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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": {
    "echo": {
      "command": "go",
      "args": [
        "run",
        "github.com/victoriacheng15/echo@latest"
      ]
    }
  }
}

README Excerpt

Echo is a local persistent memory system for AI agents and developers, built in Go with SQLite, FTS5, DuckDB, and the Model Context Protocol. It gives stateless LLM sessions a durable memory layer that can be queried by an AI host over MCP or managed directly from a terminal. The project focuses on fast local recall, explicit memory governance, and safe human-in-the-loop maintenance. Memories are stored locally, scoped by context, indexed for keyword search, and exposed through both a JSON-RPC M

Topics

duckdbgomcp-servernix

echo

Quick Install

README Excerpt

Topics

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