Multi-Provider LLM MCP Server

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One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

A3.6/5.0

Scored 2026-07-28 11:45 across 2 tools

Disambiguation5/5

Both tools serve entirely distinct purposes: querying a model vs. listing providers. No overlap or confusion possible.

Naming Consistency5/5

Both tools use a consistent verb_noun pattern in snake_case: query_llm and list_providers. Perfectly uniform.

Tool Count3/5

Only two tools, which is minimal but reasonable for a simple query-and-status server. Not overly sparse, but barely adequate.

Completeness3/5

Covers the two core needs: querying and checking provider availability. Missing advanced features like dynamic key management or model selection, but acceptable for a minimal interface.

Maintenance

ActivityStale

ResponsivenessNo issues

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TDQS

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Resources