{"name":"ai.llmintel/model-lifecycle","slug":"llmintel-model-lifecycle","title":"LLMIntel Model Lifecycle","description":"Check whether an LLM model id is deprecated, retiring, or retired, and what to migrate to.","url":"https://mcp.market/server/llmintel-model-lifecycle","rating":null,"grade":"A","score":89,"certified":false,"status":"active","category":"ai","tags":["ai"],"presence":{"score":29,"stars":1,"forks":0,"downloads_week":48,"last_push_at":"2026-07-29T02:19:55.000Z","license":"MIT"},"uptime":{"percent":100,"checks":28,"ok":28,"last_checked_at":"2026-11-04T02:40:46.622Z","last_ok_at":"2026-11-04T02:40:46.622Z","latency_ms":450},"claimed":false,"transport":"mixed","callable_via_gateway":true,"default_price_micros":0,"repository":"https://github.com/hivemindunit/llmintel-mcp","website":"https://llmintel.ai","version":"0.2.0","remotes":[{"type":"streamable-http","url":"https://llmintel.ai/v1/mcp"}],"packages":[{"registryType":"npm","registryBaseUrl":"https://registry.npmjs.org","identifier":"@llmintel/mcp","version":"0.2.0","transport":{"type":"stdio"},"environmentVariables":[{"description":"Optional. The catalog is public and needs no key; supplying one only raises the rate-limit budget.","isSecret":true,"name":"LLMINTEL_API_KEY"},{"description":"Optional. Override the catalog origin (defaults to https://llmintel.ai). Useful for self-hosted or staging deployments.","name":"LLMINTEL_BASE_URL"}]}],"tools":[{"name":"check_model","description":"Check whether an LLM model id is safe to use, deprecated, or retired, and what to migrate to. Accepts the exact string used in code (e.g. 'gpt-4o', 'claude-sonnet-4-5-20250929', 'anthropic/claude-opus-4-1'). Call this before writing or changing any hardcoded model id.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"model":{"type":"string","minLength":1,"description":"Model id or alias exactly as it appears in code, e.g. 'gpt-4o'."}},"required":["model"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"list_retiring_models","description":"List tracked models scheduled to retire within a time window, soonest first. Use this to audit a codebase or plan migration work.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"withinDays":{"type":"integer","exclusiveMinimum":0,"maximum":1095,"default":180,"description":"Only include models retiring within this many days. Defaults to 180."},"provider":{"type":"string","enum":["openai","anthropic","azure","bedrock","google","cohere","mistral"],"description":"Restrict to one provider. Omit for all providers."}},"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"recent_lifecycle_changes","description":"Lifecycle state changes across all tracked providers, newest first. Use this to answer 'what model deprecations happened recently?'.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"sinceDays":{"type":"integer","exclusiveMinimum":0,"maximum":365,"default":30,"description":"Look back this many days. Defaults to 30."},"provider":{"type":"string","enum":["openai","anthropic","azure","bedrock","google","cohere","mistral"],"description":"Restrict to one provider."}},"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"search_models","description":"List tracked models, optionally filtered by provider and lifecycle state. Use this to discover what is currently available from a provider.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"provider":{"type":"string","enum":["openai","anthropic","azure","bedrock","google","cohere","mistral"],"description":"Filter by provider."},"state":{"type":"string","enum":["announced","active","legacy","deprecated","retiring","retired"],"description":"Filter by canonical lifecycle state, e.g. 'active' or 'deprecated'."},"limit":{"type":"integer","exclusiveMinimum":0,"maximum":200,"default":50,"description":"Maximum results."}},"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"suggest_replacement","description":"Given a deprecated or retiring model, return the provider's recommended replacement(s) and, when none is published, active models from the same provider to consider.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"model":{"type":"string","minLength":1,"description":"Model id or alias to find a replacement for."}},"required":["model"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"}}],"scan":{"score":89,"grade":"A","scanned_at":"2026-09-24T17:27:51.623Z","report":{"scannerVersion":"0.1.9","scannedAt":"2026-09-24T17:27:51.544Z","components":{"code":{"score":25,"max":25,"notes":["5 source files scanned"]},"reliability":{"score":20,"max":20,"notes":["remote reachable in 906ms"]},"poisoning":{"score":15,"max":15,"notes":["5 tool descriptions checked"]},"auth":{"score":10,"max":15,"notes":["open endpoint, read-only tools"]},"maintenance":{"score":12,"max":15,"notes":["last push 58 days ago"]},"identity":{"score":7,"max":10,"notes":["namespace and repository owner differ","GitHub account older than a year","website matches verified namespace"]}},"findings":[],"inputs":{"probes":[{"url":"https://llmintel.ai/v1/mcp","reachable":true,"authRequired":false,"latencyMs":906,"serverInfo":{"name":"llmintel","version":"0.2.0"}}],"packages":[{"registryType":"npm","identifier":"@llmintel/mcp","version":"0.2.0","found":true,"license":"MIT","hasInstallScripts":false,"dependencyCount":2,"publishedAt":"2026-07-28T03:16:14.695Z","repositoryUrl":"git+https://github.com/hivemindunit/llmintel-mcp.git","weeklyDownloads":48}],"repo":{"found":true,"owner":"hivemindunit","repo":"llmintel-mcp","archived":false,"pushedAt":"2026-07-29T02:19:55Z","stars":1,"forks":0,"openIssues":0,"ownerType":"User","ownerAvatarUrl":"https://avatars.githubusercontent.com/u/4390329?v=4","ownerCreatedAt":"2013-05-09T20:11:42Z","license":"MIT"},"icon":{"url":"https://llmintel.ai/logo.svg","source":"registry"},"presence":{"stars":1,"forks":0,"downloadsWeek":48,"license":"MIT","lastPushAt":"2026-07-29T02:19:55.000Z","score":29}}}},"grade_history":[],"reviews":[]}