Mmcp.market

AI Model Lifecycle Index MCP server

by oscarlopez-gif·io.github.oscarlopez-gif/ai-model-lifecycle-index·v0.1.0

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

A88/100grade A
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A88/100

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AI Model Lifecycle Index tools (4)

write = sends, deletes, buys or posts
  • get_model_lifecycle_allFree

    Full cross-vendor lifecycle export (all tracked models). Free during the public preview; metered via x402 when live.

  • is_model_liveFree

    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_lifecycleFree

    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_deprecationsFree

    FREE. 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

no findings
  • 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
Overall 88/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

Install directly

claude mcp add --transport http ai-model-lifecycle-index https://lifecycle.oscar-lopez.com/mcp
Add to Cursor

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

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