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LLMIntel Model Lifecycle

Part ofLLMIntel Model Lifecyclelisted on 2 directories

Check whether an LLM model id is deprecated, retiring, or retired, and what to migrate to.

First seen 2 Oct 2026. Evidence as of 8 Oct 2026.

5
Tools
From an anonymous probe
1
Source listings
Each with its own history
0
Recorded changes
Since first seen

Tools

ToolDescriptionBehaviour
check_modelCheck 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.Read-only
list_retiring_modelsList tracked models scheduled to retire within a time window, soonest first. Use this to audit a codebase or plan migration work.Read-only
recent_lifecycle_changesLifecycle state changes across all tracked providers, newest first. Use this to answer 'what model deprecations happened recently?'.Read-only
search_modelsList tracked models, optionally filtered by provider and lifecycle state. Use this to discover what is currently available from a provider.Read-only
suggest_replacementGiven 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.Read-only

Change history

No changes since the first observation. The first snapshot is the baseline.

Source listings
SourceListingFirst seenLast seenVersions
Official MCP Registryai.llmintel/model-lifecycle2 Oct 20268 Oct 20261