What is the cost advantage of using Glm Mcp?
GLM tokens are approximately 10x cheaper than the main model (e.g., Claude Opus). The main model pays only for orchestration and review, while the actual coding work is billed on cheap GLM tokens.
@djerok
基本情報
GLM (Zhipu/Z.ai) as a cheap, full-capability subagent for the Claude Code app — works on a subscription Claude (no API key for the main agent), auto-routes between Opus and GLM, file-editing agent with diff/dry-run/git-revert, one-command npx install.
以下の設定を使って、このサーバーを MCP 対応クライアントに追加してください。
{
"mcpServers": {
"glm-mcp": {
"command": "npx",
"args": [
"glm-mcp-claude",
"--key",
"YOUR_ZAI_KEY"
]
}
}
}ツール一覧はまだありません
この掲載には表示できるツール一覧がまだありません。サーバーにツールがないという意味ではありません。対応機能はプロジェクトのドキュメントをご確認ください。
上のボタンで一時的なサンドボックスでこのサーバーを実行し、ツール一覧を取得できます。
Glm Mcp is an MCP server that wraps GLM (Zhipu / Z.ai) as a ~10x cheaper delegate for AI coding agents. It exposes an Anthropic-compatible /v1/messages endpoint and provides four tools. It is designed for users who want an expensive main model (e.g., Claude Opus) to orchestrate and review work while GLM does the actual coding and text generation.
Install via one of three packages: glm-mcp-claude for Claude Code, glm-mcp-copilot for GitHub Copilot/VS Code, or the standalone glm-mcp for any MCP client (Cursor, Windsurf, Glama, etc.). After installing, restart the client and use the tools glm_agent, glm_delegate, glm_recommend, and glm_status. A GLM API key (from Z.ai) is required for actual GLM calls.
usage.jsonl).glm_delegate when no file access is needed.dry_run: true.glm_status.GLM tokens are approximately 10x cheaper than the main model (e.g., Claude Opus). The main model pays only for orchestration and review, while the actual coding work is billed on cheap GLM tokens.
Every GLM call is logged to a `usage.jsonl` ledger on disk. The `glm_status` tool prints cumulative ledger totals (calls, tokens, per-model counts), and each `glm_agent` run outputs a `GLM STATS` block showing the model used and token counts.
Peak hours are 14:00–18:00 (UTC+8). The router adjusts model selection to avoid surcharges on glm-5.x models. If a no-surcharge model like glm-4.7 is listed in `GLM_PEA
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