{"serverId":"mcp-registry/io.github.lazymac2x/api-response-cost-analyzer","tools":[{"name":"analyze_response","fixed":{"name":"analyze_response","description":"Analyze API response content and estimate token count","inputSchema":{"type":"object","required":["content"],"properties":{"content":{"type":["string","object"],"description":"API response content"}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":68,"tokensAfter":68},{"name":"compare_models","fixed":{"name":"compare_models","description":"Compare API response costs across multiple LLM models","inputSchema":{"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"}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":116,"tokensAfter":116},{"name":"estimate_cost","fixed":{"name":"estimate_cost","description":"Estimate API response cost for a specific LLM model","inputSchema":{"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"}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":113,"tokensAfter":113},{"name":"optimize_payload","fixed":{"name":"optimize_payload","description":"Get optimization suggestions to reduce API response cost","inputSchema":{"type":"object","required":["content"],"properties":{"content":{"type":["string","object"],"description":"API response content"}}},"annotations":{"readOnlyHint":false,"destructiveHint":false,"idempotentHint":false}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: false, destructiveHint: false, idempotentHint: false (inferred from the name).","verify":true}],"tokensBefore":69,"tokensAfter":69}],"toolsChanged":4,"tokensSaved":0,"todo":[],"note":"Deterministic fixes. Changes marked verify need a human look before shipping (renames, inferred annotations, inferred types, removed text). Parameter descriptions in `todo` need to be written by someone who knows the API."}