Serveur MCP

LLMIntel Model Lifecycle

ai.llmintel/model-lifecycle
Outils développeur Public et accessible MCP 2025-11-25

Ce que fait ce MCP

Checks LLM model identifiers for deprecation, retirement status, and recommended migration targets.

check_model
Check a model's lifecycle status
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.
Lecture seule Accès externe
Schéma d’entrée
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['model'], 'properties': {'model': {'type': 'string', 'minLength': 1, 'description': "Model id or alias exactly as it appears in code, e.g. 'gpt-4o'."}}, 'additionalProperties': False}
list_retiring_models
List models retiring soon
List tracked models scheduled to retire within a time window, soonest first. Use this to audit a codebase or plan migration work.
Lecture seule Accès externe
Schéma d’entrée
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'provider': {'enum': ['openai', 'anthropic', 'azure', 'bedrock', 'google', 'cohere', 'mistral'], 'type': 'string', 'description': 'Restrict to one provider. Omit for all providers.'}, 'withinDays': {'type': 'integer', 'default': 180, 'maximum': 1095, 'description': 'Only include models retiring within this many days. Defaults to 180.', 'exclusiveMinimum': 0}}, 'additionalProperties': False}
recent_lifecycle_changes
Recent lifecycle changes
Lifecycle state changes across all tracked providers, newest first. Use this to answer 'what model deprecations happened recently?'.
Lecture seule Accès externe
Schéma d’entrée
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'provider': {'enum': ['openai', 'anthropic', 'azure', 'bedrock', 'google', 'cohere', 'mistral'], 'type': 'string', 'description': 'Restrict to one provider.'}, 'sinceDays': {'type': 'integer', 'default': 30, 'maximum': 365, 'description': 'Look back this many days. Defaults to 30.', 'exclusiveMinimum': 0}}, 'additionalProperties': False}
search_models
Search the model catalog
List tracked models, optionally filtered by provider and lifecycle state. Use this to discover what is currently available from a provider.
Lecture seule Accès externe
Schéma d’entrée
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'limit': {'type': 'integer', 'default': 50, 'maximum': 200, 'description': 'Maximum results.', 'exclusiveMinimum': 0}, 'state': {'enum': ['announced', 'active', 'legacy', 'deprecated', 'retiring', 'retired'], 'type': 'string', 'description': "Filter by canonical lifecycle state, e.g. 'active' or 'deprecated'."}, 'provider': {'enum': ['openai', 'anthropic', 'azure', 'bedrock', 'google', 'cohere', 'mistral'], 'type': 'string', 'description': 'Filter by provider.'}}, 'additionalProperties': False}
suggest_replacement
Suggest a replacement for a 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.
Lecture seule Accès externe
Schéma d’entrée
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['model'], 'properties': {'model': {'type': 'string', 'minLength': 1, 'description': 'Model id or alias to find a replacement for.'}}, 'additionalProperties': False}
Ajouté
recent_lifecycle_changes
17 September 2026 07:57
Ajouté
search_models
17 September 2026 07:57
Ajouté
suggest_replacement
17 September 2026 07:57
Ajouté
list_retiring_models
17 September 2026 07:57
Ajouté
check_model
17 September 2026 07:57