AI SAAS Token Economics EngineをAIに接続

最速日

661ms

最遅日

1016ms

14日間の傾向

遅延傾向+5%

AI SaaS Token Economics Connector

準備完了です。MCPクライアントを選択し、セットアップ手順に従ってください。

コネクタリンクhttps://edge.vinkius.com/vk_preview_zKKuH4aPEyAjOvsxHHhMD18JRRZ4PINEAX5x4F5q/mcpコピー

Claude Desktop

以下の手順で数秒で接続できます。

1. 1In Claude Desktop, open Settings → Connectors.
2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
3. 3Click Add and start a new chat — AI SaaS Token Economics capabilities are ready to use.

設定 · claude_desktop_config.jsonコピー

{
  "mcpServers": {
    "ai-saas-token-economics-engine-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_zKKuH4aPEyAjOvsxHHhMD18JRRZ4PINEAX5x4F5q/mcp"
    }
  }
}

• Claude
• ChatGPT
• Cursor
• VS Code
• Windsurf
• Claude Code
• JetBrains
• Cline

各クライアントの手順ガイドはこちらです。 接続方法

Claude向けのガイド付きセットアップ？ AI SaaS Token EconomicsをClaudeや他のAIに設定する

このConnectorが対応するすべてのAIクライアントを見る ↑

• 01

  SaaS創業者

  サービスの収益性とスケーラビリティを確保するため、LLM利用のコスト構造を把握し、最適な価格設定を検討する方。

• 02

  プロダクトマネージャー

  新機能の導入や既存機能の改善において、どの機能がコスト効率を下げているかを特定し、ユーザー体験とコストのバランスを取る方。

• 03

  FinOpsエンジニア

  AIインフラストラクチャのコスト最適化を担当し、トークン消費のボトルネックを特定し、具体的な削減策を提案する方。

• 01

  Does this MCP calculate the cost in dollars?

  It calculates the usage metrics and the financial burden based on the token counts and subscription levels you provide. It gives you the data needed to calculate the dollar cost, but you input the final pricing variables.

• 02

  What kind of data does this MCP need?

  It requires usage data, specifically token counts, feature usage breakdowns, and details about the subscription tiers you offer.

• 03

  Is this only for large companies?

  No. If your SaaS product uses LLMs and you worry about token costs, this MCP helps. It's for any team managing AI-driven services.

• 04

  Can I use this with my existing analytics dashboard?

  You feed the data from your dashboard into your AI client, and then your agent uses this MCP to perform the complex economic analysis on that data.

• 05

  How can I calculate the cost of serving different user tiers?

  You can use the get_tier_cost_analysis capability. It calculates the cost per user for each tier based on the total tokens, the price per million tokens, and the specific distribution of users and their usage within those tiers.

• 06

  Can this capability help identify which features are most expensive?

  Yes. The get_feature_efficiency_breakdown capability analyzes the total token load and provides a percentage breakdown for each feature, highlighting which parts of your application consume the most resources.

• 07

  How does caching affect the calculated token usage?

  The get_optimized_consumption_impact capability accounts for caching. By providing a cache hit ratio, the capability calculates the net tokens processed and the total savings percentage achieved through efficient retrieval.

• 

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• 

  AI Portfolio Economics Optimizer AIコネクタ

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