Reduce your Claude Code tokens with ‘CC token saver’ MCP server that intelligently delegates simple tasks to your local LLM while keeping Claude Code
If you already use Cc Token Saver MCP, the cc token saver mcp mcp server is the piece that lets your assistant work with it directly. Reduce your Claude Code tokens with ‘CC token saver’ MCP server that intelligently delegates simple tasks to your local LLM while keeping Claude Code for complex coordination and architecture decisions.
Setup follows the usual MCP pattern — install or clone the server, register it in your client's configuration file, restart the client. The configuration blocks on this page cover the common clients.
Configuration is passed through the environment: OPENAI_API_KEY, OPENAI_BASE_URL. Treat anything key-shaped as a real credential — scope it to the minimum the server needs, and rotate it if it ever lands in a shared config.
Among the developer tooling options, the useful question is rarely "what can it do" but "what does it cost you to run" — permissions, credentials, and how much of your context its toolset consumes. It is maintained by csabakecskemeti; worth a glance at recent repository activity before you build anything load-bearing on it.
SyncDev reviews every entry in this directory against the project's own documentation before publishing, and revisits them as servers change.
"mcpServers": {
"cc-token-saver": {
"type": "stdio",
"command": "python",
"args": [
"<path>/cc_token_saver_mcp/server.py"
]
}
},Configuration as documented by the project. Restart the client after saving.
| Variable | Description | Required |
|---|---|---|
| OPENAI_API_KEY | Credential the server authenticates with. | Yes |
| OPENAI_BASE_URL | Endpoint or connection string the server talks to. | Yes |
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