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MCP server · Documentation

Zakira.Replay

· github.com/MoaidHathot/Zakira.Replay

Let LLMs and AI agents "watch" video. Zakira.Replay turns any video source — YouTube URLs, conference recordings, course lectures, local files — into speaker-attributed transcripts (captions or local Whisper STT), frame-level OCR and structured vision (local or LLM-routed), slide-aware grouping, and timestamped JSON evidence that agents can reason over. Ships as both a CLI (`zakira-replay`) and an MCP server (`zakira-replay mcp serve`) in one .NET 10 binary.

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About Zakira.Replay

Zakira.Replay is an MCP server in the Documentation category: let LLMs and AI agents "watch" video. Zakira.Replay turns any video source — YouTube URLs, conference recordings, course lectures, local files — into speaker-attributed transcripts (captions or local Whisper STT), frame-level OCR and structured vision (local or LLM-routed), slide-aware grouping, and timestamped JSON evidence that agents can reason over. Ships as both a CLI (`zakira-replay`) and an MCP server (`zakira-replay mcp serve`) in one .NET 10 binary.

Install

From source
git clone https://github.com/MoaidHathot/Zakira.Replay

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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About Zakira.Replay

How do I install Zakira.Replay?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Zakira.Replay safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Zakira.Replay still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.