Token Savior Recall

MCP server · by Mibayy

Developer Tools Python v4.11.0

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

View source ↗ Generate config for multiple servers More servers

Install

Pin version registry version 4.11.0

Python
uvx token-savior-recall

Python
uvx token-savior-recall@4.11.0

Setup by client

Pick your client — the config below is generated for this server (local stdio). Copy respects the “Pin version” switch above.

claude_desktop_config.json

{
  "mcpServers": {
    "token-savior-recall": {
      "command": "uvx",
      "args": [
        "token-savior-recall"
      ],
      "env": {
        "WORKSPACE_ROOTS": "<YOUR_WORKSPACE_ROOTS>"
      }
    }
  }
}

{
  "mcpServers": {
    "token-savior-recall": {
      "command": "uvx",
      "args": [
        "token-savior-recall@4.11.0"
      ],
      "env": {
        "WORKSPACE_ROOTS": "<YOUR_WORKSPACE_ROOTS>"
      }
    }
  }
}

Format verified against the official Claude Desktop docs ↗.

terminal

claude mcp add --env WORKSPACE_ROOTS=<YOUR_WORKSPACE_ROOTS> token-savior-recall -- uvx token-savior-recall

claude mcp add --env WORKSPACE_ROOTS=<YOUR_WORKSPACE_ROOTS> token-savior-recall -- uvx token-savior-recall@4.11.0

Format verified against the official Claude Code docs ↗.

.cursor/mcp.json

{
  "mcpServers": {
    "token-savior-recall": {
      "command": "uvx",
      "args": [
        "token-savior-recall"
      ],
      "env": {
        "WORKSPACE_ROOTS": "<YOUR_WORKSPACE_ROOTS>"
      }
    }
  }
}

{
  "mcpServers": {
    "token-savior-recall": {
      "command": "uvx",
      "args": [
        "token-savior-recall@4.11.0"
      ],
      "env": {
        "WORKSPACE_ROOTS": "<YOUR_WORKSPACE_ROOTS>"
      }
    }
  }
}

Format verified against the official Cursor docs ↗.

.vscode/mcp.json

{
  "servers": {
    "token-savior-recall": {
      "command": "uvx",
      "args": [
        "token-savior-recall"
      ],
      "env": {
        "WORKSPACE_ROOTS": "<YOUR_WORKSPACE_ROOTS>"
      }
    }
  }
}

{
  "servers": {
    "token-savior-recall": {
      "command": "uvx",
      "args": [
        "token-savior-recall@4.11.0"
      ],
      "env": {
        "WORKSPACE_ROOTS": "<YOUR_WORKSPACE_ROOTS>"
      }
    }
  }
}

Format verified against the official VS Code docs ↗.

mcp_config.json

{
  "mcpServers": {
    "token-savior-recall": {
      "command": "uvx",
      "args": [
        "token-savior-recall"
      ],
      "env": {
        "WORKSPACE_ROOTS": "<YOUR_WORKSPACE_ROOTS>"
      }
    }
  }
}

{
  "mcpServers": {
    "token-savior-recall": {
      "command": "uvx",
      "args": [
        "token-savior-recall@4.11.0"
      ],
      "env": {
        "WORKSPACE_ROOTS": "<YOUR_WORKSPACE_ROOTS>"
      }
    }
  }
}

Format verified against the official Windsurf docs ↗.

Environment variables

Defined in the server's official registry manifest. Required secrets are shown as <YOUR_…> placeholders in the configs above.

WORKSPACE_ROOTS required — Comma-separated list of absolute paths to project roots to index.
TOKEN_SAVIOR_CLIENT — Optional client identifier (e.g. 'claude-code', 'cursor', 'hermes') for usage attribution.
TOKEN_SAVIOR_PROFILE — Manifest size. 'optimized' (recommended) advertises the Pareto-optimal 15-tool set; 'auto' sizes it from your own usage; 'full' advertises every tool; 'compact-only' if you already run symbol navigation elsewhere.

GitHub

⭐ 1,175 stars · 最近更新于 34 天前 · MIT license

These star and push figures are for the shared repository — 2 listings on this site point at the same repository.

About this server

Token Savior One MCP server. One profile. 97.9% on tsbench at 80% tokens. Structural code navigation, persistent memory, and Bash command rewriting for AI coding agents. brightgreen) mibayy.github.io/token savior project site + benchmark…

Summary from the project README — github.com/Mibayy/token-savior

Distributed as Python, listed under Developer Tools. Review our MCP security guide before granting access to real data.

Frequently asked questions

What does the Token Savior Recall MCP server do?

How do I install Token Savior Recall?

Run the install command shown above, then paste the config for your client (Claude Desktop, Claude Code, Cursor, VS Code or Windsurf) into its MCP settings and restart the client.

Is Token Savior Recall free to use?

The MCP server itself is free to install. The source is public on https://github.com/Mibayy/token-savior. Any third-party service it calls may require its own API key and account.

Which clients support Token Savior Recall?

Any MCP-compatible client can use it, including Claude Desktop, Claude Code, Cursor, VS Code, Windsurf and custom agents.

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