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LLMIntel Model Lifecycle

ai.llmintel/model-lifecycle · v0.2.0

Tools changed (7 days)

Measured by MCP Station

Last check	Reachable
Checked at	—
Check success 7 / 30 days	—
First-try success 30 days	—
Median response	—
Lookups 30 days	—
Authentication	No auth
MCP version	2025-06-18
Rank score	—
Declared risk	Read-only (all tools declare readOnlyHint)
Capabilities declared	tools
Tool definitions	5 tools · with description 100% · input schema is an object 100% · read/destructive hints 100%

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

streamable-http · https://llmintel.ai/v1/mcp

claude mcp add --transport http model-lifecycle https://llmintel.ai/v1/mcp

{
  "mcpServers": {
    "model-lifecycle": {
      "url": "https://llmintel.ai/v1/mcp"
    }
  }
}

check_model
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.
list_retiring_models
List tracked models scheduled to retire within a time window, soonest first. Use this to audit a codebase or plan migration work.
suggest_replacement
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.
search_models
List tracked models, optionally filtered by provider and lifecycle state. Use this to discover what is currently available from a provider.
recent_lifecycle_changes
Lifecycle state changes across all tracked providers, newest first. Use this to answer 'what model deprecations happened recently?'.

2026-10-21: check_model, list_retiring_models, suggest_replacement, search_models, recent_lifecycle_changes
2026-10-16: check_model, list_retiring_models, suggest_replacement, search_models, recent_lifecycle_changes

Repository · Website · JSON · Text for agents · Registry updated 2026-07-28