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AI Model Lifecycle Index MCP Server

answering

AI Model Lifecycle Index is answering right now. Last checked 14 min ago. It exposes 4 tools. Last commit 19 Sep 2026.

Cross-vendor AI model lifecycle: status, sunset dates, and migration targets, source-cited.

Uptime history 58 hours of history · worst hour 50%
58 hours agonow
95.6%
Uptime 24h
86 of 90 checks
4
Tools
read from the server
125 ms
Response time
average over 24h
0
Stars
last commit 19 Sep 2026

AI Model Lifecycle Index does not always answer

Over the last week it answered 96.3% of our checks. We check every 15 minutes, so you hear about the next outage within the hour — not from your users.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 14 min ago.

run in your terminal
claude mcp add ai-model-lifecycle-index --transport http https://lifecycle.oscar-lopez.com/mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "ai-model-lifecycle-index": {
      "url": "https://lifecycle.oscar-lopez.com/mcp"
    }
  }
}
~/.codex/config.toml
[mcp_servers.ai-model-lifecycle-index]
url = "https://lifecycle.oscar-lopez.com/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "ai-model-lifecycle-index": {
      "url": "https://lifecycle.oscar-lopez.com/mcp"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "ai-model-lifecycle-index": {
      "url": "https://lifecycle.oscar-lopez.com/mcp"
    }
  }
}

Available tools 4

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

model
get_model_lifecycle_all
Full cross-vendor lifecycle export (all tracked models). Free during the public preview; metered via x402 when live.
is_model_live
FREE. Fast check of whether an AI model is still callable, plus its sunset date and days remaining. Use before depending on a model at runtime.
model_lifecycle
FREE. Lifecycle of one AI model: status (active/preview/deprecated/retired), release/deprecation/shutdown dates, days until shutdown, recommended migration target, and the official source URL.
upcoming
upcoming_deprecations
FREE. AI models being shut down within the next N days across OpenAI, Anthropic, Google, and Amazon Bedrock, with migration targets. Default 90 days.

Endpoints

URLTransportStateLatencyChecked
https://lifecycle.oscar-lopez.com/mcp streamable-http answering 96 ms 14 min ago

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AI Model Lifecycle Index — questions

Answers built from our own checks of this server.

What can AI Model Lifecycle Index do?
It exposes 4 tools, read directly from the server on our last check. Among them: get_model_lifecycle_all, is_model_live, model_lifecycle, upcoming_deprecations. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
Is AI Model Lifecycle Index working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 86 of 90 checks got a reply (95.6%), average response time 125 ms. The bar chart above shows every period we have measured.
How do I connect AI Model Lifecycle Index?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does AI Model Lifecycle Index need an API key?
No. AI Model Lifecycle Index completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 4 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is AI Model Lifecycle Index?
It answers our handshake in 125 ms on average, which is faster than 82% of all working MCP servers we measure. That puts it in the quick quarter of the ecosystem. The comparison comes from our own checks across the whole registry, every 15 minutes.
Is AI Model Lifecycle Index open source?
We cannot say either way: written in TypeScript and 0 stars on GitHub, but we could not determine the licence, and without one the code is not open source by default.