AI Model Lifecycle Index MCP server
Cross-vendor AI model lifecycle: status, sunset dates, and migration targets, source-cited.
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If you have run it, two minutes of your experience saves the next person an afternoon.
AI Model Lifecycle Index tools (4)
write = sends, deletes, buys or postsget_model_lifecycle_allFreeFull cross-vendor lifecycle export (all tracked models). Free during the public preview; metered via x402 when live.
is_model_liveFreeFREE. 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_lifecycleFreeFREE. 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_deprecationsFreeFREE. AI models being shut down within the next N days across OpenAI, Anthropic, Google, and Amazon Bedrock, with migration targets. Default 90 days.
Public scan report
scanner v0.1.5 · 2026-09-19 · same rubric, same numbers if you re-run it
- –Code scanremote-only server, no package to scann/a
- Live reliabilityremote reachable in 298ms20/20
- Tool poisoning4 tool descriptions checked15/15
- Auth qualityopen endpoint, read-only tools10/15
- Maintenancelast push 1 days ago15/15
- Maintainer identityregistry namespace matches repository owner6/10
Install directly
claude mcp add --transport http ai-model-lifecycle-index https://lifecycle.oscar-lopez.com/mcp
AI Model Lifecycle Index: common questions
- Is AI Model Lifecycle Index MCP server safe?
- Yes, by our scan: it is graded A (88/100). Read the AI Model Lifecycle Index safety report
- How do I install AI Model Lifecycle Index?
- It runs remotely at lifecycle.oscar-lopez.com. Add it to Claude Code, Claude Desktop or Cursor with the snippets above, or call it through the mcp.market gateway without installing anything.
- Does AI Model Lifecycle Index need an API key?
- Not as far as the registry entry and our scan can tell: no credentials are declared or required.
- Is AI Model Lifecycle Index maintained?
- The last commit was 2 days ago (2026-09-19). The latest release is v0.1.0.
- Is AI Model Lifecycle Index up?
- 100% of our last 5 checks got an answer. We check remote servers about four times a day.
- What can I use instead of AI Model Lifecycle Index?
- Servers from other publishers that do the same job: Google Surf MCP server, Agent Comms MCP server and rag-rat MCP server. Compare all AI Model Lifecycle Index alternatives.
Alternatives to AI Model Lifecycle Index
Same job from other publishers: the closest match first, then the best rated.
- Google SurfWeb, academic and code search with graph RAG, data lineage, ontology and cross-project schema links.not reviewedEstablishedB
- Agent CommsCross-harness communication mesh for LLM agents — rooms, DMs, presence, and visibility over TCPnot reviewedEstablishedA
- rag-ratRepository intelligence, code graph, history, papertrail, and cross-agent memory for coding agents.not reviewedGrowingB
- DocPullSync public web sources into cited context packs for AI agents, RAG, and MCP clients.not reviewedGrowingB
- Linksee MemoryHand a project over with the reasons attached. Local-first cross-agent memory MCP + drift detection.not reviewedGrowingA