Real Alpha

app.realalpha由 realalpha.app 发布官方发布者v1.0.0更新于 Oct 26, 2026

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

已验证Streamable HTTP可网页运行网页搜索与抓取知识与记忆

概览

AI 生成的概览

检索 Real Alpha 从 AI 创始人与研究者长访谈中剪辑出的片段，返回原话、说话人、日期和可引用的链接。

可以做什么
  • 按话题、说话人、公司、节目或日期搜索访谈片段
  • 查看单个片段的完整内容：原话、摘要、要点、话题及该集其他精彩片段
  • 列出某个人说过的全部内容（最新在前），或只看某个话题
  • 查看 AI 从业者对某个大问题的回答，并按回答立场分组
  • 获取某一时间点前后约一分钟的节目文字稿
  • 列出所有节目或单个节目的最新片段
适用场景
适合需要引用 AI 创始人、CEO 和研究者原话或观点的写作、调研与事实核查，并希望附上说话人、节目、日期和链接。只读且免费，作为偶尔查证的参考工具添加风险很低。
运行要求
远程 streamable HTTP 端点，无需账号、密钥或环境变量。仅支持本地服务器的客户端可通过 mcp-remote 桥接访问。需要能访问该端点的网络。
安装前请注意
只读且免费，不索取任何凭据。返回内容仅为简短摘录和链接，公开发布前应到链接页面核对原话。服务不记录提问者信息，并对每个地址限制每分钟 120 次请求。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Real Alpha，将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Web executable，通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体，或 SourceWeft 对话中。智能体会读取该服务器的安装指南，先向你展示发布者、端点和登录方式，经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/app.realalpha%2Fmoments/install.md，并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前，先告诉我它的发布者、端点和登录方式，等我确认。不要把 API 密钥写进命令或我会提交的文件；问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。

{
  "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.

来源：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.

输入参数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.

输入参数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.

输入参数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

输入参数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).

输入参数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.

输入参数nshow

版本历史

1
  1. v1.0.0最新Oct 23, 2026

评分

已满足适用检查项的 100%

该评分衡量此收录条目的完整程度，依据注册中心条目、端点与公开来源计算得出。它不是对服务器本身的评价，也不表示服务器安全或当前可用：可连通性是带日期的检查结果，评分也不包含安装量或用户评价。

  • 近 30 天内可连通必需25 分
  • 已声明认证方式必需10 分
  • 已列出工具必需15 分
  • 描述必需15 分
  • 图标10 分
  • 文档15 分
  • 许可证10 分