LLMIntel Model Lifecycle by llmintel.ai
MCP server · Model APIs & inference · indexed, not reviewed
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No score, grade or rank. This listing is facts from the official MCP registry and our own checks, and it stays out of the rankings until the panel reviews it.
Check whether an LLM model id is deprecated, retiring, or retired, and what to migrate to.
Facts
- MCP registry
ai.llmintel/model-lifecycle· 0.2.0- Endpoint
https://llmintel.ai/v1/mcp- Packages
npm@llmintel/mcp stdio- Website
- llmintel.ai
- npm / week
- 53
- GitHub stars
- 1
- Registry entry
- updated 28 Jul 2026
From the official MCP registry, the package registries and our own checks. JSON · Markdown
Why it's listed
- It's published in the registry under llmintel.ai, a namespace the registry only gives to whoever proves they control that domain.
Being indexed says nothing about quality, and nobody can pay for it. Is this yours? Ask for a review.
Tools it lists 5 · about 924 tokens of context · checked 2 hours ago
| Tool | What it does | Hint |
|---|---|---|
check_modelCheck a model's lifecycle status | 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… | read-only |
list_retiring_modelsList models retiring soon | List tracked models scheduled to retire within a time window, soonest first. Use this to audit a codebase or plan migration work. | read-only |
suggest_replacementSuggest a replacement for a model | 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. | read-only |
search_modelsSearch the model catalog | List tracked models, optionally filtered by provider and lifecycle state. Use this to discover what is currently available from a provider. | read-only |
recent_lifecycle_changesRecent lifecycle changes | Lifecycle state changes across all tracked providers, newest first. Use this to answer 'what model deprecations happened recently?'. | read-only |
What https://llmintel.ai/v1/mcp answered to tools/list, asked without credentials over MCP 2025-11-25. The token figure is the size of the list as sent, divided by four; a model sees about that much before it calls anything. Full definitions, input schemas included, are in the listing's JSON under mcpTools.
How its tools read to an agent 0 errors · 0 warnings · 1 note
- noteTC24server5 of 5 tools have no outputSchema
The checks from /check and anchor check, run each day on the list above: about 924 tokens of definitions. Not part of the score yet. Check your own server.