{"domain":"kubova.com","name":"Kubova","url":"https://inite.ai/en/atlas/kubova.com","site":"https://kubova.com","summary":"Computes 3D container loading plans for cargo, returning exact piece coordinates and utilization via web UI, REST API and MCP.","forWhom":"Logistics teams packing dense multi-SKU container loads, such as furniture exports, and developers building AI agents that pack containers.","useCases":["calculate how many pieces fit in each container","check exact placement coordinates and utilization per piece","let AI agents request container packing plans via API"],"categories":["dev"],"pricing":{"model":"freemium","freeTier":true,"startsAt":{"amount":29,"currency":"USD","per":"month"},"page":"https://kubova.com/en/pricing","readOn":"2026-10-21"},"priceMoves":[],"interfaces":{"readOn":"2026-10-21","apiDocs":"https://kubova.com/en/docs/api","openapi":null,"mcp":[{"name":"com.kubova/container-loading","tie":"namespace","remotes":["https://kubova.com/mcp"],"packages":[],"probe":{"state":"open","checkedOn":"2026-10-21","toolCount":4,"tools":["pack_containers","generate_report","estimate_capacity","verify_key"],"serverName":"kubova"}}],"mcpServerCard":null,"status":{"url":"https://kubova.com/en/status","indicator":null}},"mcpMeasured":{"server":"https://kubova.com/mcp","checkedSince":"2026-10-21","dailyChecks":6,"uptimePercent":null,"medianMs":340,"signIn":"none","tools":4,"contextTokens":3160,"definitionsGrade":"B","definitionsScore":88,"typedResults":0,"failingChecks":{"params_described":3},"warnings":{},"coverage":{"share":1,"cases":[{"useCase":"calculate how many pieces fit in each container","verdict":"covered","firstTool":null,"checks":["A loading plan states how many pieces fit in each container.","The count reflects the cargo and containers that were submitted."]},{"useCase":"check exact placement coordinates and utilization per piece","verdict":"unsure","firstTool":null,"checks":["The plan returns exact placement coordinates and utilization for each piece.","The coordinates correspond to the pieces that were submitted."]},{"useCase":"let AI agents request container packing plans via API","verdict":"covered","firstTool":null,"checks":["A container packing plan is returned to the AI agent over the API.","The plan answers the cargo request the agent sent."]}]},"adoption":{"npmWeekly":null,"pypiWeekly":null,"githubStars":null},"score":null,"advice":{"verdict":"unproven","why":["its tools do every use case checked: \"calculate how many pieces fit in each container\", \"let AI agents request container packing plans via API\"","checked on 6 of the 7 days it takes to judge reliability"],"how":["parameters are untyped or undescribed in 3 of 4 tools: check arguments before calling"]},"method":"https://inite.ai/en/atlas/mcp/report"},"connect":{"order":["mcp","apiDocs","llmsTxt"],"mcp":[{"name":"com.kubova/container-loading","url":"https://kubova.com/mcp","answers":"open","checkedOn":"2026-10-21","weakTie":false,"registry":"https://registry.modelcontextprotocol.io/v0/servers?search=com.kubova%2Fcontainer-loading","config":{"mcpServers":{"kubova":{"url":"https://kubova.com/mcp"}}},"install":{"transport":"http","claudeCode":"claude mcp add --transport http kubova https://kubova.com/mcp","cursor":"cursor://anysphere.cursor-deeplink/mcp/install?name=kubova&config=eyJ1cmwiOiJodHRwczovL2t1Ym92YS5jb20vbWNwIn0%3D","vscode":"vscode:mcp/install?%7B%22name%22%3A%22kubova%22%2C%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Fkubova.com%2Fmcp%22%7D","connector":{"url":"https://kubova.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":null,"apiDocs":"https://kubova.com/en/docs/api","llmsTxt":"https://kubova.com/llms.txt","status":"https://kubova.com/en/status","readOn":"2026-10-21"},"trust":{"readOn":"2026-10-21","certifications":[],"training":{"stance":"no","about":"providers","quote":"The provider does not retain this content after the answer is produced and does not use it to train AI models.","url":"https://kubova.com/en/privacy"}},"used":0,"alive":100,"traits":{"buyer":"developer","deployment":"saas-only","developerFocus":null,"readAt":"2026-10-22"},"verifiedPlans":null,"fromVendor":null}