{"uid":"cap_HhhUrWfrGAGtme8rdFPvg","slug":"mcp-usage-coverage-71c98409","name":"MCP Usage Coverage","description":"Find out which tools and arguments your agent actually uses. From a transcript of recorded calls, reports which declared tools were never called, which declared arguments were never sent, which arguments always carry the same value, and any call to a tool the manifest does not declare. Nothing is executed.","url":"https://api.zfinia.com/x402/v1/mcp-tool-input-coverage-audit?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"calls":{"type":"array","items":{"type":"object"},"maxItems":1000,"minItems":1},"toolset":{}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.12","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.12/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.12","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.12","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_JYOs0uDTrO8yXU4lzDuIm","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.12","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Audits a transcript of MCP tool call recordings against a declared toolset manifest to identify unused tools, unused or constant arguments, and undeclared tool invocations.","exampleAgentPrompt":"Can you audit this batch of MCP tool call transcripts against our declared toolset manifest and tell me which declared tools were never called, which arguments were never sent, which arguments always carry the same value, and whether any calls hit tools we didn't declare?","exampleUseCases":[{"title":"Trimming bloated MCP manifest","prompt":"We shipped an MCP manifest with 40 tools last month. Here's a transcript of 500 recorded agent calls and the full toolset definition — can you tell me which tools were never invoked and which declared arguments were never actually sent, so I know what to remove?"},{"title":"Catching hardcoded argument values","prompt":"Something feels off with how our agent fills in tool arguments. Given this transcript of agent calls and our MCP toolset, can you flag any arguments that always carry the exact same value? I want to know if we're accidentally hardcoding things that should be dynamic."},{"title":"Detecting undeclared tool invocations","prompt":"I need to verify our agent isn't calling tools outside our approved manifest. Can you cross-check this call transcript against our declared toolset and report any tool invocations that aren't in the manifest?"}],"resultDescription":"A structured coverage report listing: tools declared in the manifest that were never called, declared arguments that were never sent in any call, arguments that always carried an identical value across all calls (suggesting hardcoding), and any tool calls found in the transcript that reference tools absent from the manifest. No code is executed; the report is purely analytical.","failureModes":["Empty calls array — minimum 1 item required, returns validation error","Malformed tool call objects in the calls array — may produce incomplete or skewed coverage results","Toolset manifest missing or null — undeclared-tool detection may be skipped or error","Transcript contains over 1000 calls — exceeds maxItems limit, request rejected","Mismatch between transcript schema and toolset format — may fail to correlate tools and arguments correctly"],"whenToPreferThis":"Choose this endpoint when you need a passive, read-only audit of agent tool usage against a declared MCP manifest — especially useful after agent deployments to identify dead tool declarations, pruning candidates, hardcoded argument antipatterns, or manifest drift. Prefer this over manual log inspection or generic diff tools because it understands the MCP tool-call structure specifically and outputs a structured gap report rather than raw diffs.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-12T21:35:40.959Z","isFirstParty":false,"canonicalSlug":"mcp-usage-coverage-71c98409"}