io.llmexpert/transcription

up checked 2026-11-11T08:40:21.444Z

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Publisher-provided title

LLMExpert: cited Q&A over YouTube videos

Publisher-provided description

Cited Q&A over 2026 conference talks and YouTube videos. $0.02/query, free daily tier, key or x402.

Summary by lookupd

Lets agents ask questions over YouTube videos and conference talks, returning cited answers and transcripts, with paid and free tiers.

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http transcription https://llmexpert.io/mcp

Codex, remote (streamable-http)

codex mcp add transcription --url https://llmexpert.io/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "transcription": {
      "url": "https://llmexpert.io/mcp"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (14 tools)

Publisher-provided text

• query_channel Run a retrieval-augmented query against a channel's indexed knowledge base and return a generated answer with citations. Maps to POST /v1/query. Requires the ke
• list_channels List the channels the calling key is scoped to. Maps to GET /v1/channels. Cursor-paginated. Requires the key's `read` scope.
• list_sources List the sources (video/document/website) in a channel, optionally filtered by type or status. Maps to GET /v1/channels/{channelId}/sources. Cursor-paginated. R
• get_source Fetch a single source and its processing status (type-specific provenance included). Maps to GET /v1/sources/{sourceId}. Requires the key's `read` scope.
• add_source Add a source to a channel and begin background ingestion. Maps to POST /v1/channels/{channelId}/sources. Only `type: video` is processed today; `document` and `
• get_usage Get usage and spend in dollars for the calling key: the account balance (wallet_usd), this period's spend (consumed_usd), query count, and budget remaining. Map
• quote Free. Expand YouTube URLs exactly as an ingest would and return the price, the per-video lines and the per-source rejections. Maps to POST /v1/quote. $0.01/min
• transcribe Charged. Create a collection and start an ingest job for the given YouTube URLs in one call. Maps to POST /v1/transcribe. $0.01/min standard, $0.03/min whisper
• create_collection Free. Create an empty collection to add sources to later with `add_sources`. Maps to POST /v1/collections. Returns the collection and its `collection_token` (`c
• add_sources Charged like `transcribe`. Expand the given YouTube URLs, charge for the new work and start an ingest job in an existing collection. Maps to POST /v1/collection
• get_status Free. Get an ingest job started by `transcribe` or `add_sources`. Maps to GET /v1/jobs/{jobId}. Poll every 10–30 s until `status` is completed, partial or faile
• get_transcript Free. Get the transcript of a video that is completed in one of your collections. Maps to GET /v1/videos/{youtubeId}/transcript. `collection_id` is required wit
• query_collection Charged: $0.02 flat per call by default, no token multiplier. Ask a question of a collection and get a generated answer with citations. Maps to POST /v1/collect
• search_talks Ask a question across about 490 curated 2026 conference talks and get a generated answer whose citations give each talk's video URL (with t=) and start_seconds,

Details

• Version: 0.3.0
• Transports: streamable-http
• Uptime (7 days): 100%
• Median latency: 313 ms
• First indexed: 2026-11-01T10:02:56.448Z
• Last seen in registry: 2026-11-01T10:02:56.613Z
• Website: https://llmexpert.io

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