ai-model-lifecycle-index

What you can do with ai-model-lifecycle-index

ai-model-lifecycle-index is a Model Context Protocol (MCP) server published by oscarlopez-gif. It ranks #91,630 of 167,945 active servers on MCP Toplist. ai-model-lifecycle-index is listed across 2 registries — Official MCP and Glama, with 1 tracked version. It was first listed on Sep 19, 2026 and most recently updated on Sep 19, 2026.

What ai-model-lifecycle-index can and cannot do

MCP Toplist connected to the public endpoint on Oct 22, 2026 and it listed 4 tools. Tool names are not stored, so what they do is not catalogued here.

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

What you need before using ai-model-lifecycle-index

Connect ai-model-lifecycle-index and confirm it works

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

[mcp_servers.ai-model-lifecycle-index]
url = "https://lifecycle.oscar-lopez.com/mcp"

https://lifecycle.oscar-lopez.com/mcp

{
  "mcpServers": {
    "ai-model-lifecycle-index": {
      "url": "https://lifecycle.oscar-lopez.com/mcp"
    }
  }
}

{
  "servers": {
    "ai-model-lifecycle-index": {
      "type": "http",
      "url": "https://lifecycle.oscar-lopez.com/mcp"
    }
  }
}

{
  "mcpServers": {
    "ai-model-lifecycle-index": {
      "serverUrl": "https://lifecycle.oscar-lopez.com/mcp"
    }
  }
}

{
  "mcpServers": {
    "ai-model-lifecycle-index": {
      "url": "https://lifecycle.oscar-lopez.com/mcp"
    }
  }
}

When to choose another server

• ai-vendor-data-trust#87,380
• argentina-price-index#87,381

No task-specific alternatives are catalogued for ai-model-lifecycle-indexyet; the list above is its publisher's other servers.

What changed, and when this was checked

First listed

Sep 19, 2026

Latest version published

Sep 19, 2026

Version history

1 version tracked (below)

Requirements evidence

Verified by MCP Toplist on Oct 22, 2026: the public endpoint completed the MCP handshake and listed 4 tools without credentials.

Profile checked

Not yet — purpose, capabilities and requirements above come from registry data only

Ranking data as of

Nov 3, 2026

Do you maintain ai-model-lifecycle-index? Claim it to correct or enrich this profile.

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

[![MCP Toplist](https://mcptoplist.com/badge/io.github.oscarlopez-gif%2Fai-model-lifecycle-index.svg)](https://mcptoplist.com/server/io.github.oscarlopez-gif%2Fai-model-lifecycle-index)

<a href="https://mcptoplist.com/server/io.github.oscarlopez-gif%2Fai-model-lifecycle-index"><img src="https://mcptoplist.com/badge/io.github.oscarlopez-gif%2Fai-model-lifecycle-index.svg" alt="MCP Toplist: #91,630 of 167,945" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.