# LLMIntel Model Lifecycle

> LLMIntel Model Lifecycle, an MCP server by llmintel.ai, listed from the official MCP registry. Indexed, not reviewed: facts and our own checks, no score or ranking. Check whether an LLM model id is deprecated, retiring, or retired, and what to migrate to.

- Canonical: https://www.anchorterminal.com/tools/llmintel-model-lifecycle
- Markdown: https://www.anchorterminal.com/tools/llmintel-model-lifecycle.md (~800 tokens)
- Slim: https://www.anchorterminal.com/tools/llmintel-model-lifecycle.min.md (~730 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/tools/llmintel-model-lifecycle.json (this page as data, same URL with Accept: application/json)
- Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt)
- API: https://www.anchorterminal.com/api/v1/index.json
- Updated: 2026-10-05

# LLMIntel Model Lifecycle

> Indexed, not reviewed: facts from the official MCP registry and our own checks. No score, grade or rank, and not in the rankings until the panel reviews it. How the index works: https://www.anchorterminal.com/indexed/

- Kind: MCP server, by llmintel.ai (https://llmintel.ai)
- Category: Model APIs & inference (https://www.anchorterminal.com/categories/inference.md)
- Listed because: It's published in the registry under llmintel.ai, a namespace the registry only gives to whoever proves they control that domain.
- What the official MCP registry says: 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 (streamable HTTP)
- Package: npm `@llmintel/mcp` (stdio)
- Source: https://github.com/hivemindunit/llmintel-mcp
- Website: https://llmintel.ai
- npm downloads a week: 53
- GitHub stars: 1
- Registry entry updated: 2026-07-28

## Tools

- Tools it lists (5, about 924 tokens of context, `tools/list` without credentials over MCP 2025-11-25, checked 2026-10-04 22:20 UTC):
  - `check_model` (read-only): 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',…
  - `list_retiring_models` (read-only): List tracked models scheduled to retire within a time window, soonest first. Use this to audit a codebase or plan migration work.
  - `suggest_replacement` (read-only): 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…
  - `search_models` (read-only): List tracked models, optionally filtered by provider and lifecycle state. Use this to discover what is currently available from a provider.
  - `recent_lifecycle_changes` (read-only): Lifecycle state changes across all tracked providers, newest first. Use this to answer 'what model deprecations happened recently?'.
- How its tools read to an agent (0 errors, 0 warnings, 1 note, about 924 tokens; rules at https://www.anchorterminal.com/check.md; not part of the score):
  - note TC24 server: 5 of 5 tools have no outputSchema

- JSON: https://www.anchorterminal.com/api/v1/tools/llmintel-model-lifecycle.json
- Being indexed says nothing about quality, and nobody can pay for it. Ask for a review: https://www.anchorterminal.com/builders/#claiming