Real Alpha

app.realalpha由 realalpha.app 發布官方發布者v1.0.0更新於 Oct 26, 2026

What AI founders and researchers said in long interviews: quotes, speakers, dates and links to cite.

已驗證Streamable HTTP可網頁執行網頁搜尋與抓取知識與記憶

概覽

AI 產生的概覽

檢索 Real Alpha 從 AI 創辦人與研究者長訪談中剪出的片段，回傳原話、講者、日期與可引用的連結。

可以做什麼
  • 依主題、講者、公司、節目或日期搜尋訪談片段
  • 查看單一片段的完整內容：原話、摘要、重點、主題及該集其他精彩片段
  • 列出某個人說過的的全部內容（最新在前），或只看某個主題
  • 查看 AI 從業者對某個大問題的回答，並依回答立場分組
  • 取得某一時間點前後約一分鐘的節目逐字稿
  • 列出所有節目或單一節目的最新片段
適用情境
適合需要引用 AI 創辦人、CEO 與研究者原話或觀點的寫作、研究與事實查核，並希望附上講者、節目、日期與連結。唯讀且免費，作為偶爾查證的參考工具加入風險很低。
執行需求
遠端 streamable HTTP 端點，不需帳號、金鑰或環境變數。僅支援本機伺服器的用戶端可透過 mcp-remote 橋接存取。需要能連線至該端點的網路。
安裝前請注意
唯讀且免費，不索取任何憑證。回傳內容僅為簡短摘錄與連結，公開發表前應至連結頁面核對原話。服務不記錄提問者資訊，並對每個位址限制每分鐘 120 次請求。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Real Alpha，將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Web executable，透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式，或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南，先向你展示發布者、端點和登入方式，經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/app.realalpha%2Fmoments/install.md，並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前，先告訴我它的發布者、端點和登入方式，等我確認。不要把 API 金鑰寫進命令或我會提交的檔案；問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "real-alpha": {
      "type": "http",
      "url": "https://realalpha.app/mcp"
    }
  }
}

README

Real Alpha MCP server

Ask your AI what AI leaders actually said. Real Alpha cuts the minutes worth hearing from long interviews with the people building AI: founders, CEOs and researchers on shows like Lenny's Podcast, Dwarkesh Podcast, No Priors and BG2. This MCP server lets Claude, ChatGPT, Cursor, VS Code or any other assistant search those moments, and gives every answer the speaker, the show, the date, their own words and the page to cite.

https://realalpha.app/mcp

Streamable HTTP, read-only, free, with no account and no key. How to add it, step by step: realalpha.app/mcp.

Add it

  • Claude (web or desktop): Customize › Connectors › + Add › Add custom connector, name it Real Alpha, paste the address, Authentication: No sign in.

  • Claude Code: claude mcp add --transport http real-alpha https://realalpha.app/mcp

  • ChatGPT (web): Plugins › + › Add custom MCP server, paste the address as the Server URL, No authentication, Create as a plugin, then install it from your personal plugins.

  • Cursor (~/.cursor/mcp.json):

    json
    {  "mcpServers": {    "real-alpha": { "url": "https://realalpha.app/mcp" }  }}

  • VS Code (.vscode/mcp.json):

    json
    {  "servers": {    "real-alpha": { "type": "http", "url": "https://realalpha.app/mcp" }  }}

  • A client that only runs local servers: npx -y mcp-remote https://realalpha.app/mcp

Tools

ToolWhat it doesAsk it
search_momentsSearches every moment by what was said, with filters for who's talking, a company, a show or a date"What have the people building AI said about the AI bubble?"
what_did_they_sayEverything one person said in the interviews cut, or only on a topic, with who they are"What has Jensen Huang said about AI demand?"
answers_toHow builders answer a big question about AI (a bubble? which jobs? when AGI?), grouped by which way they answer"Will AI replace software engineers?"
get_momentOne moment in full: quote, takeaways, topics, the questions it answers, the episode's other best minutes"Tell me more about that Satya Nadella moment."
transcript_excerptAbout a minute of an episode's transcript from any second, to check the exact words"What exactly did he say around 31:50?"
latest_momentsThe newest best minutes, from every show or one"What did AI leaders say on podcasts this week?"

Every moment comes back like this, with a cite line ready to use:

json
{  "title": "Nvidia demand rests on three segments, not two AI labs",  "speaker": "Jensen Huang",  "speaker_role": "Founder & CEO, NVIDIA",  "show": "BG2",  "date": "2026-10-15",  "quote": "if you just kind of look at our compute, people see a couple of labs, but I see more than that. I see five, six labs.",  "starts_at": "1:01:57",  "url": "https://realalpha.app/s/nvidia-demand-rests-on-three-segments-not-two-ai-labs/",  "cite": "Jensen Huang on BG2, Oct 15, 2026, via Real Alpha: https://realalpha.app/s/nvidia-demand-rests-on-three-segments-not-two-ai-labs/"}

How it works

  • A Cloudflare Worker with the Agents SDK's stateless createMcpHandler: a fresh server for each request, no sessions, for clients on the 2025 and 2026-07-28 protocols.
  • It reads Real Alpha's D1 database: the moments (segments), their episodes and shows, who's in each episode, the people and company directories, and the transcripts of the episodes cut. schema.sql has those tables.
  • Answers are short excerpts and links: a quote, a summary, or a minute of transcript at most. The whole conversation plays on each moment's page, in the show's own YouTube player.
  • It only reads, keeps nothing about who asks, and gives each address 120 requests a minute.

This repository

This is the code that runs at https://realalpha.app/mcp, copied from Real Alpha's site, which serves it beside its pages, each time it changes. src/mcp.ts is the server and its tools, src/moments.ts what it reads, src/lib/ the site's helpers they use, and src/index.ts runs it as a Worker of its own.

The data is Real Alpha's and isn't here: the moments, transcripts and directories come from Real Alpha's pipeline. To run your own copy on your own data, make a D1 database, apply schema.sql, fill it, put its id in wrangler.jsonc and run npm install && npm run deploy. The links it gives point at realalpha.app's pages: change src/lib/site.ts to point them at yours.

Found a wrong answer, or want a tool it doesn't have? Open an issue, or write to [email protected].

License

The code is MIT. What the server returns (quotes, transcripts, summaries) belongs to the shows and the people speaking, and using the hosted server means agreeing to Real Alpha's terms.

來源：README.md，提交 16bc4ed

工具

6

search_moments

Search what AI leaders said

Search the moments Real Alpha cut from long interviews with the people building AI. Matches the words of `query` against what each moment is about, the speaker's quote and its takeaways, best match first. Filter by who is talking (`person`), a company (someone from it talking, or it being discussed), a show, or how recent. Each result has the speaker, what they do, the show, the date, their quote, and the moment's page to cite.

輸入參數showlimitquery必填sincepersoncompany

get_moment

Get one moment

One moment in full, by its slug (from search results) or its realalpha.app/s/ link: the speaker and what they do, the show and date, their quote, the summary and takeaways, its topics, the big questions it answers and how, and the episode's other best minutes.

輸入參數slug必填

what_did_they_say

What did they say?

What one person said in the interviews Real Alpha cut, newest first: every moment where they are talking, or only those on a topic, best match first. Also says who they are and links their page on Real Alpha, which lists all of it.

輸入參數limittopicperson必填

answers_to

How AI leaders answer a big question

How the people building AI answer one of the big questions people ask about it, from the moments Real Alpha cut: grouped by which way they answer, the biggest group first, each with what the speaker says, who they are, the show and date. The questions: is-ai-a-bubble (Is AI a bubble?); which-jobs-will-ai-replace (Which jobs will AI replace, and which are safe?); will-ai-replace-software-engineers (Will AI replace software engineers?); will-ai-replace-doctors (Will AI replace doctors?); will-ai-replace-lawyers (Will AI replace lawyers?); is-saas-dead (Is SaaS dead?); when-will-we-get-agi (When will we get AGI?); is-openai-profitable (How does OpenAI make money, and is it profitable?); ai-predictions (What will AI look like in the next few years?); are-ai-agents-ready (Are AI agents ready for real work?); is-ai-paying-off (Is AI paying off for companies?); is-ai-dangerous (Is AI dangerous?); will-ai-make-cyberattacks-worse (Will AI make cyberattacks worse?); can-anyone-compete-with-nvidia (Can anyone compete with Nvidia?); is-there-a-gpu-shortage (Is there still a GPU shortage?); is-there-enough-power-for-ai (Is there enough power for AI?); is-moores-law-dead (Is Moore’s law dead?); is-ai-progress-slowing (Is AI progress slowing down?); is-open-source-ai-catching-up (Is open-source AI catching up?); is-china-catching-up-in-ai (Is China catching up in AI?); is-ai-overhyped (Is AI overhyped?); will-ai-replace-google-search (Will AI replace Google search?); is-vibe-coding-the-future (Is vibe coding the future?); is-a-computer-science-degree-worth-it (Is a computer science degree still worth it?); are-ai-wrappers-a-real-business (Are AI wrappers a real business?); how-do-ai-companies-make-money (How do AI companies make money?); should-ai-be-regulated (Should AI be regulated?); will-ai-cure-diseases (Will AI cure diseases?); when-will-humanoid-robots-be-useful (When will humanoid robots be useful?); are-self-driving-cars-safe (Are self-driving cars safe?); will-ai-boost-e

輸入參數question必填

transcript_excerpt

Read a minute of an episode

About a minute of an episode's transcript, from a second into the video, for an episode Real Alpha cut: the lines with their times and, where the transcript says, who is talking, plus the link that plays the episode from there. Use it to check the exact words around a moment's quote (a moment's `episode_url` has the video id and second).

輸入參數video必填second必填

latest_moments

Latest moments

The newest moments Real Alpha cut, newest episode first: each episode's best minutes, from every show or only one.

輸入參數nshow

版本歷史

1
  1. v1.0.0最新Oct 23, 2026

評分

已滿足適用檢查項的 100%

該評分衡量此收錄條目的完整程度，依據註冊中心條目、端點與公開來源計算得出。它不是對伺服器本身的評價，也不表示伺服器安全或目前可用：可連通性是帶日期的檢查結果，評分也不包含安裝量或使用者評價。

  • 近 30 天內可連通必需25 分
  • 已宣告認證方式必需10 分
  • 已列出工具必需15 分
  • 描述必需15 分
  • 圖示10 分
  • 文件15 分
  • 授權條款10 分