LLMIntel Model Lifecycle
Check whether an LLM model id is deprecated, retiring, or retired, and what to migrate to.
使うべきか
品質と安全性
ツール定義とプロトコルへの準拠に関する自動分析に基づいています。
コンテキストコスト
これは、サーバーのツールがモデルのコンテキストに読み込まれるたびに消費されるおおよそのトークン数です。数が多いほど、ほかのタスクに使える注意が減ります。
インストール
ワンクリックインストール
これを `claude_desktop_config.json` ファイルに追加してください:
{
"mcpServers": {
"model-lifecycle": {
"command": "npx",
"args": [
"@llmintel/mcp"
]
}
}
}実行可能なパッケージ
0.2.0stdioリモートエンドポイント
https://llmintel.ai/v1/mcpstreamable-httpできること
ツール一覧
ツール（5）
🟢check_model(model)
Check whether an LLM model id is safe to use, deprecated, or retired, and what to migrate to. Accepts the exact string used in code (e.g. 'gpt-4o', 'claude-sonnet-4-5-20250929', 'anthropic/claude-opus-4-1'). Call this before writing or changing any hardcoded model id.
入力スキーマ
{
"type": "object",
"properties": {
"model": {
"type": "string",
"minLength": 1,
"description": "Model id or alias exactly as it appears in code, e.g. 'gpt-4o'."
}
},
"required": [
"model"
],
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢list_retiring_models(withinDays, provider)
List tracked models scheduled to retire within a time window, soonest first. Use this to audit a codebase or plan migration work.
入力スキーマ
{
"type": "object",
"properties": {
"withinDays": {
"type": "integer",
"exclusiveMinimum": 0,
"maximum": 1095,
"default": 180,
"description": "Only include models retiring within this many days. Defaults to 180."
},
"provider": {
"type": "string",
"enum": [
"openai",
"anthropic",
"azure",
"bedrock",
"google",
"cohere",
"mistral"
],
"description": "Restrict to one provider. Omit for all providers."
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢suggest_replacement(model)
Given a deprecated or retiring model, return the provider's recommended replacement(s) and, when none is published, active models from the same provider to consider.
入力スキーマ
{
"type": "object",
"properties": {
"model": {
"type": "string",
"minLength": 1,
"description": "Model id or alias to find a replacement for."
}
},
"required": [
"model"
],
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢search_models(provider, state, limit)
List tracked models, optionally filtered by provider and lifecycle state. Use this to discover what is currently available from a provider.
入力スキーマ
{
"type": "object",
"properties": {
"provider": {
"type": "string",
"enum": [
"openai",
"anthropic",
"azure",
"bedrock",
"google",
"cohere",
"mistral"
],
"description": "Filter by provider."
},
"state": {
"type": "string",
"enum": [
"announced",
"active",
"legacy",
"deprecated",
"retiring",
"retired"
],
"description": "Filter by canonical lifecycle state, e.g. 'active' or 'deprecated'."
},
"limit": {
"type": "integer",
"exclusiveMinimum": 0,
"maximum": 200,
"default": 50,
"description": "Maximum results."
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}🟢recent_lifecycle_changes(sinceDays, provider)
Lifecycle state changes across all tracked providers, newest first. Use this to answer 'what model deprecations happened recently?'.
入力スキーマ
{
"type": "object",
"properties": {
"sinceDays": {
"type": "integer",
"exclusiveMinimum": 0,
"maximum": 365,
"default": 30,
"description": "Look back this many days. Defaults to 30."
},
"provider": {
"type": "string",
"enum": [
"openai",
"anthropic",
"azure",
"bedrock",
"google",
"cohere",
"mistral"
],
"description": "Restrict to one provider."
}
},
"additionalProperties": false,
"$schema": "http://json-schema.org/draft-07/schema#"
}コミュニティ
エビデンス