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token-savior

local MCP server

token-savior is a local MCP server: Structural codebase MCP server with persistent memory: navigate by symbol, recall across sessions. Install it from pypi as token-savior-recall.

Installation

Terminal

claude mcp add token-savior -e WORKSPACE_ROOTS=... -e TOKEN_SAVIOR_CLIENT=... -e TOKEN_SAVIOR_PROFILE=... -- uvx token-savior-recall

Run in your project folder. Add --scope user to use it everywhere.

Claude Desktop, Cursor & other clients

Add to claude_desktop_config.json or .cursor/mcp.json.

{
  "mcpServers": {
    "token-savior": {
      "command": "uvx",
      "args": [
        "token-savior-recall"
      ],
      "env": {
        "WORKSPACE_ROOTS": "...",
        "TOKEN_SAVIOR_CLIENT": "...",
        "TOKEN_SAVIOR_PROFILE": "..."
      }
    }
  }
}

Fill in the environment variables with your own credentials.

What you need

  • Runtime: Python with uv (runs with uvx).
  • MCP client: Claude Code, Codex, Antigravity, Claude Desktop, Cursor or any other client that speaks MCP over stdio.
  • Environment variables: WORKSPACE_ROOTS, TOKEN_SAVIOR_CLIENT, TOKEN_SAVIOR_PROFILE

Summary

Structural codebase MCP server with persistent memory: navigate by symbol, recall across sessions.

token-savior vs similar servers

ServerStarsTypeAPI keyRuntime
token-savior1,157LocalYespypi
Engram12HostedNoNone
cognitive-ai-memory270LocalYesoci
YourMemory270LocalYespypi
neural-memory240LocalNonpm

Questions

It reads 3 environment variables: WORKSPACE_ROOTS, TOKEN_SAVIOR_CLIENT, TOKEN_SAVIOR_PROFILE. Set them in your MCP config before starting the server.

Python with uv (runs with uvx), plus an MCP client such as Claude Code, Codex, Claude Desktop or Cursor.

token-savior is a local MCP server distributed as the pypi package token-savior-recall.

Run: claude mcp add token-savior -e WORKSPACE_ROOTS=... -e TOKEN_SAVIOR_CLIENT=... -e TOKEN_SAVIOR_PROFILE=... -- uvx token-savior-recall

Run: codex mcp add token-savior --env WORKSPACE_ROOTS=... --env TOKEN_SAVIOR_CLIENT=... --env TOKEN_SAVIOR_PROFILE=... -- uvx token-savior-recall

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NameStars
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  3. YourMemoryio.github.sachitrafa/yourmemory270
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  5. DeepMemio.github.deepmemteam/deepmem114
  6. Total Agent Memoryio.github.vbcherepanov/total-agent-memory72
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