videoseek-mcp
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- AlicenseAqualityBmaintenanceEnables AI agents to search videos, retrieve metadata and transcripts, pinpoint exact moments via hybrid semantic search, and conduct multi-video research with timestamp deep links—all without YouTube API keys.51MIT
- AlicenseNot gradedqualityBmaintenanceSearch within videos by dialogue, on-screen visuals, and recurring faces using natural language - connected with your favorite agent (like Claude, Codex, Hermes).53MIT
- AlicenseAqualityBmaintenanceLet AI agents watch videos: local transcripts, speaker labels, scenes, chapters and exact-moment search from any video URL or file. Fully local, no API keys.42AGPL 3.0
- FlicenseNot gradedqualityDmaintenanceProvides AI agents with persistent, searchable memory that survives across conversations using semantic search, temporal versioning, and smart organization. Enables long-term context retention and cross-session continuity for AI assistants.14-

Memsolus MCP Serverofficial
AlicenseAqualityDmaintenanceProvides persistent long-term memory for AI agents through semantic search and automated knowledge graph extraction. It enables agents to store, recall, and reason over facts, preferences, and relationships across multiple conversations and sessions.148 npmMIT- AlicenseNot gradedqualityFmaintenanceTransforms YouTube videos into a persistent, structured knowledge base using transcripts and visual frame analysis, enabling knowledge compounding and natural language querying.159MIT
TDQS
Scored across 18 tools
All 18 tools have clearly distinct purposes, covering memory management, video operations, imports, and searches without overlap. Even similar tools like chat_personal and chat_with_video target different scopes (library-wide vs per-video).
All tool names follow a consistent verb_noun pattern using underscores (e.g., add_memory, caption_image, delete_videos). No mixing of conventions or camelCase.
18 tools is well-scoped for a video and memory management server. The count covers all necessary operations without being excessive or sparse.
The tool set provides comprehensive CRUD-like operations for videos (upload, list, delete, get status, transcribe, caption), search (semantic, audio, public), chat, imports, and memory. No obvious gaps for the intended domain.