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api-response-cost-analyzer

io.github.lazymac2x/api-response-cost-analyzer
開発者向けツール 公開・接続可能 MCP 2026-07-28

このMCPでできること

Estimates token and LLM costs for API responses, compares models, and suggests payload optimizations.

機能

ツール

4 ツール
analyze_response
Analyze API response content and estimate token count
入力スキーマ 
{'type': 'object', 'required': ['content'], 'properties': {'content': {'type': ['string', 'object'], 'description': 'API response content'}}}
compare_models
Compare API response costs across multiple LLM models
入力スキーマ 
{'type': 'object', 'required': ['content'], 'properties': {'models': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Array of model IDs to compare'}, 'content': {'type': ['string', 'object'], 'description': 'API response content'}, 'input_tokens': {'type': 'number', 'description': 'Optional input token count'}}}
estimate_cost
Estimate API response cost for a specific LLM model
入力スキーマ 
{'type': 'object', 'required': ['content', 'model'], 'properties': {'model': {'type': 'string', 'description': 'Model ID (gpt-4, claude-3.5-sonnet, etc)'}, 'content': {'type': ['string', 'object'], 'description': 'API response content'}, 'input_tokens': {'type': 'number', 'description': 'Optional input token count'}}}
optimize_payload
Get optimization suggestions to reduce API response cost
入力スキーマ 
{'type': 'object', 'required': ['content'], 'properties': {'content': {'type': ['string', 'object'], 'description': 'API response content'}}}
履歴

最近のツール変更

追加
optimize_payload
2026年9月17日12:43
追加
compare_models
2026年9月17日12:43
追加
estimate_cost
2026年9月17日12:43
追加
analyze_response
2026年9月17日12:43
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