MCP

AI-agent format

Get what top investors actually said, not headlines

Skip the paraphrase cycle: pull the primary transcript and quote the exact sentence, timestamped.

AnalystFinance, Investing & Due Diligencedeep_searchlibrary_import_youtube_videoget_youtube_transcript
The use case

The problem

A famous investor speaks for ninety minutes; the internet keeps eleven words. By the time the take reaches you — via a headline, a tweet, a summary of a summary — "we're cautious on duration risk in one specific scenario" has become "LEGENDARY INVESTOR PREDICTS CRASH." The paraphrase cycle doesn't just compress; it systematically distorts toward whatever gets clicked.

If your work quotes these people — in notes, memos, client letters — the distortion is your liability. "Did they actually say that?" has exactly one honest answer: go to the tape. The tape is public. What's missing is a fast way from the viral fragment back to the full sentence, in context, with a timestamp.

The mechanics

How veridive MCP helps

deep_search finds the source appearance: search the investor and topic at the transcript level, and evidence timestamps land you on the exact passage — not the video, the moment. The interview a quote came from stops being a needle in a media-tour haystack.

library_import_youtube_video pins the source appearance into your library, and get_youtube_transcript hands you the full text around it — pulls are free once the video is imported. Now you see what the eleven viral words were extracted from: the qualifier that preceded them, the scenario they were conditional on, the follow-up where the interviewer pushed and the answer got nuanced. Your note quotes the actual sentence with a timestamp — and when someone forwards you the headline version, you're the one who can reply with what was really said.

Step by step

How to run it

  1. 1
    Connect veridive MCP

    One-time setup: add the veridive MCP server to Claude, ChatGPT, Cursor or any MCP client and generate your API key. Takes about two minutes.

  2. 2
    Trace the take to its source

    Search the investor plus the topic. The evidence timestamp on each result points at the passage where they actually address it.

    Find where <investor> discusses <topic> in recent interviews — point me to the exact moments — use veridive's deep_search.
  3. 3
    Pull the context around the quote

    Import the source appearance, then fetch its full transcript: the qualifiers, the conditionals, the follow-up exchange the headline dropped.

    Import this appearance into my library, then get its transcript and show me the full passage around the <topic> comments, with timestamps: <video link>
  4. 4
    Quote it properly

    The exact sentence, its condition, and the timestamp — into the note. Attribution that survives anyone checking.

    Give me the verbatim quote on <topic> with its surrounding context, formatted for a research note with the timestamp.
Before vs after

Problems it solves

  • The paraphrase cycle distorts toward clickability — nuance is the first casualty, conditionals the second.
  • Finding which of a dozen media-tour appearances contains the quote means scrubbing hours of video.
  • Notes that quote headlines inherit the headline's errors, under your byline.
  • Context evaporates: the scenario a comment was conditional on never travels with the viral fragment.
The payoff

Why it's valuable

  • Verbatim quotes with timestamps — attribution that survives a skeptical reader clicking through.
  • The conditional and the qualifier come back attached; your summary keeps the meaning, not just the words.
  • Minutes from viral fragment to primary source, instead of an afternoon of scrubbing.
  • Compounding reputation: being the person whose quotes always check out is a career asset.
Copy & paste

Example prompts

Where does <investor> discuss <topic> in recent interviews? Exact moments — use veridive's deep_search.
Transcript of <video link> — the full passage around the <topic> comments, timestamped.
Verbatim quote on <topic> with context, formatted for a research note.
Questions

FAQ

Which tools do I need for this?

deep_search locates the appearance and the exact passage (evidence timestamps); library_import_youtube_video pins it into your library; get_youtube_transcript then pulls the full verbatim text — free once the video is imported.

What about interviews behind paywalls or on other platforms?

This works on the public YouTube record — which for most prominent investors covers the bulk of their appearances. For the rest, at least you'll know the quote isn't verifiable from public tape, which is worth stating in the note.

Can I track one investor systematically instead of quote-by-quote?

Yes — that's the standing-sweep pattern: recurring searches on the person, newest first. See the CEO-tracking use case; the machinery is identical with a different subject.

Keep going

Related use cases

Run this in your own assistant

Connect the veridive MCP server to Claude, ChatGPT or Cursor and paste the prompts above — setup takes about two minutes.