{"domain":"agent-preflight.com","name":"Agent Preflight","url":"https://inite.ai/en/atlas/agent-preflight.com","site":"https://agent-preflight.com","summary":"Returns allow, block, reuse, defer or advice decisions on a planned search or browse tool call against budget and recent history.","forWhom":"Developers and agents that make metered search, web or browse calls and want a pre-execution budget check.","useCases":["check a planned search call against remaining budget","detect duplicate tool calls before repeating them","decide whether to skip or reuse a recent result"],"categories":[],"pricing":null,"priceMoves":[],"interfaces":{"readOn":"2026-10-24","apiDocs":null,"openapi":{"url":"https://agent-preflight.com/openapi.json","paths":5,"title":"Agent Preflight"},"mcp":[{"name":"com.agent-preflight/agent-preflight","tie":"namespace","registered":true,"remotes":["https://api.agent-preflight.com/mcp"],"packages":[],"probe":{"state":"open","checkedOn":"2026-10-24","toolCount":2,"tools":["check_request","preflight_tool_call"],"serverName":"agent-preflight"}}],"mcpServerCard":null,"status":null},"mcpMeasured":{"server":"https://api.agent-preflight.com/mcp","checkedSince":"2026-10-24","dailyChecks":4,"uptimePercent":null,"medianMs":293,"signIn":"none","clientRegistration":null,"tools":2,"contextTokens":1082,"definitionsGrade":"B","definitionsScore":83,"typedResults":2,"failingChecks":{"params_described":2},"warnings":{},"coverage":{"share":null,"cases":[{"useCase":"check a planned search call against remaining budget","verdict":"covered","firstTool":"preflight_tool_call","checks":null},{"useCase":"detect duplicate tool calls before repeating them","verdict":"unsure","firstTool":null,"checks":null},{"useCase":"decide whether to skip or reuse a recent result","verdict":"unsure","firstTool":null,"checks":null}]},"adoption":{"npmWeekly":null,"pypiWeekly":null,"githubStars":null},"score":null,"advice":{"verdict":"unproven","why":["whether its tools do the product's job has not been judged yet","checked on 4 of the 7 days it takes to judge reliability"],"how":["for \"check a planned search call against remaining budget\", the likely first call is preflight_tool_call","parameters are untyped or undescribed in 2 of 2 tools: check arguments before calling"]},"method":"https://inite.ai/en/atlas/mcp/report"},"connect":{"order":["mcp","openapi","llmsTxt"],"mcp":[{"name":"com.agent-preflight/agent-preflight","url":"https://api.agent-preflight.com/mcp","answers":"open","checkedOn":"2026-10-24","weakTie":false,"registry":"https://registry.modelcontextprotocol.io/v0/servers?search=com.agent-preflight%2Fagent-preflight","config":{"mcpServers":{"agent-preflight":{"url":"https://api.agent-preflight.com/mcp"}}},"install":{"transport":"http","claudeCode":"claude mcp add --transport http agent-preflight https://api.agent-preflight.com/mcp","cursor":"cursor://anysphere.cursor-deeplink/mcp/install?name=agent-preflight&config=eyJ1cmwiOiJodHRwczovL2FwaS5hZ2VudC1wcmVmbGlnaHQuY29tL21jcCJ9","vscode":"vscode:mcp/install?%7B%22name%22%3A%22agent-preflight%22%2C%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Fapi.agent-preflight.com%2Fmcp%22%7D","connector":{"url":"https://api.agent-preflight.com/mcp","note":"Add it as a custom connector in the client’s settings; the client opens the sign-in itself when the server asks for one."}}}],"openapi":{"url":"https://agent-preflight.com/openapi.json","paths":5},"apiDocs":null,"llmsTxt":"https://agent-preflight.com/llms.txt","status":null,"readOn":"2026-10-24"},"trust":{"readOn":"2026-10-24","certifications":[],"training":null},"used":0,"alive":100,"traits":{"buyer":"developer","deployment":null,"developerFocus":true,"readAt":"2026-10-25"},"verifiedPlans":null,"fromVendor":null}