MCPs › Dev tools › model-lifecycle
Stop your agent from shipping dead model ids. Coding agents confidently write `gpt-4-32k` and `claude-3-5-sonnet-20240620` into your code long after those ids stop answering. This server gives them a live lookup: is this model deprecated, when does it retire, and what replaces it. Covers OpenAI, Anthropic, Azure, Bedrock, Google, and Cohere. Parsed from each provider's own deprecation pages. No API key. **Ask it** - `check_model("gpt-4o")` — safe / deprecated / retiring, deadline, replacement, source link - `list_retiring_models` — what breaks in the next 90 days - `suggest_replacement` — the provider's own migration target
Not monetized yet
Turn model-lifecycle’s tool calls into revenue: one disclosed sponsored slot, 70% revenue share, fail-open by design.
Install model-lifecycle
For anyone using model-lifecycle — no Lulu account neededclaude mcp add --transport http model-lifecycle https://model-lifecycle--llmintel.run.tools
Real-time weather for any city, built on the lulu-ads widget gallery. First-party, free forever.
View server →FAQ
Run: claude mcp add --transport http model-lifecycle https://model-lifecycle--llmintel.run.tools
Yes — it’s a remote MCP server, so no local install is needed.
ChatGPT: Settings → Connectors → Advanced → Developer mode → Add connector, then paste https://model-lifecycle--llmintel.run.tools.
Claude.ai: Settings → Connectors → Add custom connector, then paste the same URL.
Unrated out of 100, computed from cross-registry traction signals (installs, stars, registry presence) — never influenced by sponsorship.
Similar servers
Works well together
Your server?
This is for the person who owns model-lifecycle — adds Lulu Ads to your own code. Not the install steps above, those are for your users.
Copies a ready prompt: your coding agent installs the lulu-ads SDK, wires the slot, and applies the widget design guide.
or set up manually at getlulu.dev/publishers
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Managed hosting with monetization built in — waitlist.
[](https://getlulu.dev/mcps/model-lifecycle)