YouTube Insights 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

B3.2/5.0

Scored 2026-09-09 23:37 across 3 tools

Disambiguation5/5

Each tool targets a distinct resource: transcript, video search, and channel info. There is no overlap in their purposes, making it clear which tool to use for a given task.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern: get_*, search_*, get_*. The pattern is predictable and clear.

Tool Count3/5

With only 3 tools, the server is minimal but might be slightly thin for a server that aims to provide YouTube insights. However, for its narrow scope (transcript, search, channel info), it is acceptable.

Completeness3/5

The server covers core YouTube operations (transcript, video search, channel info), but lacks common features like getting video details by ID, comments, or playlist retrieval. The gap is notable but not critical for basic use cases.