{"domain":"readygpu.com","name":"readygpu","url":"https://inite.ai/en/atlas/readygpu.com","site":"https://readygpu.com","summary":"Estimates which GPUs, Macs and mini PCs can run a given local AI model, how fast, and what they cost.","forWhom":"People choosing hardware to run local AI models, comparing GPUs, Macs and mini PCs.","useCases":["Check which GPUs run a chosen model","Estimate tokens per second for local models","Compare used graphics cards by price and speed"],"categories":["llmops"],"pricing":{"model":null,"freeTier":false,"startsAt":null,"page":"https://readygpu.com/us/plan","readOn":"2026-10-29"},"priceMoves":[],"interfaces":{"readOn":"2026-10-29","apiDocs":null,"openapi":null,"mcp":[{"name":"com.readygpu/readygpu","tie":"namespace","registered":true,"remotes":["https://readygpu.com/api/mcp"],"packages":[],"probe":{"state":"open","checkedOn":"2026-10-29","toolCount":6,"tools":["search_models","find_hardware","hardware_details","hardware_for_model","best_hardware","compare_hardware"],"serverName":"readygpu"}}],"mcpServerCard":null,"status":null},"mcpMeasured":{"server":"https://readygpu.com/api/mcp","checkedSince":"2026-10-29","dailyChecks":4,"uptimePercent":null,"medianMs":597,"signIn":"none","clientRegistration":null,"tools":6,"contextTokens":1465,"definitionsGrade":"A","definitionsScore":94,"typedResults":0,"failingChecks":{"params_described":2},"warnings":{},"coverage":{"share":1,"cases":[{"useCase":"Check which GPUs run a chosen model","verdict":"covered","firstTool":"hardware_for_model","checks":null},{"useCase":"Estimate tokens per second for local models","verdict":"covered","firstTool":null,"checks":null},{"useCase":"Compare used graphics cards by price and speed","verdict":"covered","firstTool":"best_hardware","checks":null}]},"adoption":{"npmWeekly":null,"pypiWeekly":null,"githubStars":null},"score":null,"advice":{"verdict":"unproven","why":["its tools do every use case checked: \"Check which GPUs run a chosen model\", \"Estimate tokens per second for local models\", \"Compare used graphics cards by price and speed\"","checked on 4 of the 7 days it takes to judge reliability"],"how":["for \"Check which GPUs run a chosen model\", the likely first call is hardware_for_model","for \"Compare used graphics cards by price and speed\", the likely first call is best_hardware","parameters are untyped or undescribed in 2 of 6 tools: check arguments before calling"]},"method":"https://inite.ai/en/atlas/mcp/report"},"connect":{"order":["mcp","llmsTxt"],"mcp":[{"name":"com.readygpu/readygpu","url":"https://readygpu.com/api/mcp","answers":"open","checkedOn":"2026-10-29","weakTie":false,"registry":"https://registry.modelcontextprotocol.io/v0/servers?search=com.readygpu%2Freadygpu","config":{"mcpServers":{"readygpu":{"url":"https://readygpu.com/api/mcp"}}},"install":{"transport":"http","claudeCode":"claude mcp add --transport http readygpu https://readygpu.com/api/mcp","cursor":"cursor://anysphere.cursor-deeplink/mcp/install?name=readygpu&config=eyJ1cmwiOiJodHRwczovL3JlYWR5Z3B1LmNvbS9hcGkvbWNwIn0%3D","vscode":"vscode:mcp/install?%7B%22name%22%3A%22readygpu%22%2C%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Freadygpu.com%2Fapi%2Fmcp%22%7D","connector":{"url":"https://readygpu.com/api/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":null,"apiDocs":null,"llmsTxt":"https://readygpu.com/llms.txt","status":null,"readOn":"2026-10-29"},"trust":{"readOn":"2026-10-29","certifications":["gdpr"],"training":null},"used":null,"alive":100,"traits":{"buyer":null,"deployment":"saas-only","developerFocus":null,"readAt":"2026-10-29"},"verifiedPlans":null,"fromVendor":null}