LLM provider intelligence for AI agents. Get ranked recommendations for your task type, compare pricing and capabilities. Tools: recommend_llm, list_providers, check_provider_status.
Scored across 3 tools
Each tool has a distinct purpose: checking status, listing providers with filters, and recommending a provider for a task. No overlap or ambiguity in their roles.
All three tools follow a consistent verb_noun pattern (check_provider_status, list_providers, recommend_llm), making the interface predictable and intuitive.
With 3 tools, the server is tightly scoped to the core functionality of provider intelligence: status, listing, and recommendation. Each tool earns its place without unnecessary bloat.
The surface covers the essential workflows—checking operational health, browsing provider capabilities, and getting recommendations. A minor gap is the lack of a dedicated 'get_provider' detail tool, but list_providers with filtering can substitute.
Check operational status and recent latency for one or all LLM providers.
Inputs: provider.
List LLM providers with their capabilities, pricing, and agent scores. Filter by specific requirements.
Inputs: best_for, max_price, x402_native, tool_calling.
Get the best LLM provider for your specific agent task. Returns top 3 ranked recommendations with reasoning.
Inputs: task, priority, min_context, require_tool_calling, +1 more.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
Add one secure layer between your agents and this server.