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ai-video-search MCP server · F · ToolBench

ai-video-search

A web-based application for semantic video search using CLIP embeddings. Allows users to upload videos, extract frames, embed them with vision models, and search for frames matching text queries using cosine similarity.

2026-07-28+0 tools

20/100

Definition Quality0

Protocol Readiness0

Supportability33

Spec posture

Inferred effective spec 2026-07-28+·current baseline 2026-07-28

Static source inference · medium confidence

Current-spec patterns detected

Summary

Scoring was not performed

Score history

Overall score trend

↑ 20 points across a rubric change (v1 → v2)

20/100

Scored	Grade	Overall	Spec posture	Rubric
2026-09-22	F	20	2026-07-28+	v2
2026-03-09	F	0	-	v1