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LLM provider intelligence: recommendations, pricing, and status

Ownership verified
Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2024-11-05
URL
ChatGPT
–
Claude
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TDQS

A4/5.0

Scored across 3 tools

Disambiguation5/5

Each tool has a distinct, non-overlapping purpose: checking operational status, listing providers with detailed info, and recommending based on task. No ambiguity.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern with clear verbs (check, list, recommend) and nouns (provider_status, providers, llm).

Tool Count5/5

Three tools is well-scoped for the server's purpose—covering status check, listing, and recommendation without being too few or excessive.

Completeness4/5

The tool surface covers the core workflows (status, info, recommendation). A minor gap is direct provider comparison, but list_providers with filtering and recommend_llm adequately address it.

Available Tools

3 tools
check_provider_statusAInspect

Check operational status and recent latency for one or all LLM providers.

Inputs: provider.

list_providersAInspect

List LLM providers with their capabilities, pricing, and agent scores. Filter by specific requirements.

Inputs: best_for, max_price, x402_native, tool_calling.

recommend_llmAInspect

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.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

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