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Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
MEMORIES_API_KEYYesAPI key from memories.ai
MEMORIES_UNIQUE_IDNoNamespace for multi-tenant isolationdefault

Capabilities

Features and capabilities supported by this server

CapabilityDetails
tools
{
  "listChanged": true
}
prompts
{
  "listChanged": true
}
resources
{
  "listChanged": true
}

Tools

Functions exposed to the LLM to take actions

NameDescription
upload_videoA

Upload and index a video from a URL into your VideoSeek library. Returns a videoNo for tracking. The video will be processed asynchronously — use get_video_status to check when it's ready.

list_videosA

List all indexed videos in your VideoSeek library. Supports pagination and filtering by status.

get_video_statusA

Check the processing status of a video by its task ID. Returns video numbers and their current status (PARSE=ready, UNPARSE=processing, FAIL=failed).

delete_videosB

Delete one or more videos from your VideoSeek library by their video numbers.

get_transcriptionA

Retrieve the transcription of a video. Supports both video transcription (visual scene descriptions) and audio transcription (spoken words).

search_videosB

Semantic search across your private video library using natural language. Find specific moments, scenes, objects, or actions across all your indexed videos. Returns matching video segments with timestamps.

search_publicB

Search for videos on public platforms (TikTok, YouTube, Instagram) using semantic natural language queries. Great for content research and discovery.

search_audioB

Search within a specific video's audio transcripts. Useful for finding when specific topics were discussed in a video.

chat_with_videoB

Ask questions about specific videos using natural language. The AI analyzes the video content and provides detailed answers. Supports multi-turn conversations via session_id.

chat_personalA

Ask questions across your entire video and memory library. This is the most powerful query tool — it combines video understanding with text memories (MAG: Memory Augmented Generation) to provide comprehensive answers. Recommended for general questions about your content.

add_memoryA

Store a text memory with semantic indexing. Memories are searchable and integrated into personal chat responses via Memory Augmented Generation (MAG). Use this to store notes, meeting summaries, insights, or any text knowledge.

search_memoriesA

Semantic search across your stored text memories. Returns the most relevant memories ranked by similarity to your query.

list_memoriesB

List all stored text memories in the current namespace.

caption_videoA

Analyze a video from URL without uploading to your library. Uses the Large Visual Memory Model (LVMM) to understand and describe video content. Supports optional reasoning mode for complex analysis tasks.

caption_imageA

Analyze an image from URL using AI vision. Describe scenes, identify objects, read text, and answer questions about the image.

import_from_urlA

Import a video from a social media URL (TikTok, YouTube, Instagram, Twitter, etc.) directly into your VideoSeek library for indexing and analysis.

import_by_hashtagB

Import videos from a social media platform by hashtag. Automatically imports and indexes matching videos into your library.

import_by_creatorA

Import videos from a social media creator's profile URL. Indexes their recent videos into your library for analysis.

Prompts

Interactive templates invoked by user choice

NameDescription
analyze-videoComplete workflow to upload, wait for processing, and analyze a video. Guides the agent through the full pipeline.
social-media-researchResearch a topic by importing and analyzing social media videos. Searches public platforms, imports content, and generates insights.
build-knowledge-baseBuild a searchable knowledge base from videos and text memories. Upload videos, extract insights, and store them as searchable memories.

Resources

Contextual data attached and managed by the client

NameDescription
video-libraryList of all indexed videos in the current VideoSeek namespace
memory-storeList of all stored text memories in the current namespace

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