Lenny Rachitsky Podcast Transcripts MCP Server

ai.com.mcp由 mcp.com.ai 發布官方發布者v0.6.0更新於 Oct 24, 2026

MCP server for structured access to Lenny Rachitsky podcast transcripts. For content creators.

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

遠端 MCP 伺服器，讓助理以結構化方式存取 Lenny Rachitsky 播客的節目中繼資料與逐字稿，並支援搜尋與分塊擷取。

可以做什麼
列出節目與解析後的中繼資料（來賓、標題、長度、影片連結等），以及節目卡片和 JSON 中繼資料記錄的標準資源 URI。以 markdown、純文字或結構化 JSON 取得完整逐字稿，可選擇是否包含 frontmatter。列出逐字稿分塊描述並逐塊取得純文字，分塊大小與重疊可依需求計算。在節目中繼資料與逐字稿文字中搜尋，以資源形式回傳命中項目及對應 URI；同一搜尋也可透過請求內容傳參，以支援較長的篩選條件。
適用情境
適合讓助理根據 Lenny Rachitsky 播客內容回答問題、引用或摘要某一集節目，或查找某位來賓談過的主題，而不必自行下載並建立索引。
執行需求
遠端 streamable HTTP 端點；未宣告需要安裝套件、環境變數、請求標頭或身分驗證。助理需能透過網路存取該託管端點。
安裝前請注意
搜尋與擷取讀取的是託管於第三方的內容，查詢內容與所請求的節目會傳送到該遠端服務。未宣告需要憑證、付費或寫入操作。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Lenny Rachitsky Podcast Transcripts MCP Server，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/ai.com.mcp%2Flenny-rachitsky-podcast/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": {
    "lenny-rachitsky-podcast-transcripts": {
      "type": "http",
      "url": "https://lenny-rachitsky.run.mcp.com.ai/mcp"
    }
  }
}

README

HAPI MCP – Headless API for Model Context Protocol

Stop rewriting systems for AI. Instantly turn your APIs into MCP servers.

HAPI MCP lifts your OpenAPI catalog into MCP tools automatically, keeping design (OAS/Arazzo) and runtime (agents/LLMs) cleanly separated. Your existing APIs become AI-ready tools—no new business logic, no sidecar servers, no rework.

Key Features

  • No rewrites: Reuse 100% of your API logic. OpenAPI in, MCP tools out. No parallel codebase or shadow services.
  • Faster time-to-value: Turn specs into agent-ready tools in minutes. Update the spec, ship new tools instantly.
  • Reduced risk: Permissions, auth, rate limits, auditability are inherited from your APIs—governance without bolt-ons.
  • Scales with you: runMCP delivers serverless-like elasticity with long-running when needed. Cold-start fast, stay warm for throughput.
  • Deterministic orchestration: OrcA plans and executes multi-tool tasks predictably—no brittle prompt chaining.
  • Vendor-neutral: Works with any MCP client: ChatGPT, Claude, QBot, chatMCP. OAS + MCP + Arazzo stay portable.

How It Works

  1. Pick your API spec

    • OpenAPI, Swagger, REST—HAPI CLI works with any API specification format.
    • Supports OpenAPI 3.0+, REST APIs, OAuth 2.0 Dynamic Client Registration.

  2. Run a single command

    • One simple CLI command transforms your API into a usable MCP Server.
    • No complex setup, zero configuration, works anywhere, cross-platform.

  3. Use instantly

    • Your API is now ready as a tool, AI agent, or testing interface.
    • MCP server ready, AI agent compatible, testing interface, developer experience friendly.

Visual Pipeline

API Spec (swagger.json) → HAPI CLI → Usable Tool (AI-ready) ← MCP Clients
[ OpenAPI / Swagger ]       [ HAPI CLI ]        [ MCP Server ]       (Your API)         →   (Transform)   →   (Usable Tool)                                                 ↑          ↑                                                 |          |                                          [ ChatGPT ]  [ runMCP ]                                          [ Claude  ]  [ OrcA   ]                                          [ QBot    ]  [ chatMCP]                                          [ Agents  ]

Who Wins With HAPI

  • Executives: Ship AI initiatives without ballooning cost. Keep teams focused on outcomes, not rewrites and integration sprawl.
  • Architects & PMs: Design with OpenAPI/Arazzo, run with MCP. Clear contracts, policy inheritance, and versioned workflows keep risk low.
  • Engineers & Ops: Deploy once. HAPI Server + runMCP scale tools; QBot/chatMCP give fast feedback; OrcA keeps executions deterministic.

Your Stack, Already Wired

  • HAPI Server: Turns OpenAPI into MCP tools automatically—contracts stay in sync with your source of truth.
  • runMCP: Autoscaling execution and testing for MCP tools; cold-start fast, stay warm when workflows run long.
  • QBot: CLI TUI for power users to interact with MCP tools directly from terminal or scripts.
  • chatMCP: Conversational client that speaks MCP natively for support, ops, and internal assistants.
  • OrcA: Deterministic planning and orchestration for multi-tool tasks; no brittle prompt spaghetti.
  • Agents: Build agentic systems from standard APIs—no custom glue. Connect MCP clients across platforms.

Demos

Documentation

FAQ

  • Do we need to rewrite our services?
    No. HAPI MCP lifts your existing OpenAPI specs directly into MCP tools. Your auth, validation, and business rules remain unchanged.

  • Is this just another MCP server?
    It’s the Headless API model: your API becomes the runtime. HAPI Server reflects it as MCP; runMCP scales it; OrcA orchestrates it. No duplicate logic.

  • Which clients can consume the tools?
    Any MCP client: ChatGPT, Claude, QBot, chatMCP, bespoke orchestrators—vendor-neutral by design.

  • How do we keep control and compliance?
    Your API remains the single source of truth. Policies, RBAC, rate limits, and audit logs flow through automatically; no shadow logic.

  • What about security and privacy?
    Scoped credentials, per-tool permissions, and auditable calls are inherited from your API layer. HAPI adds guardrails and observability for regulated environments.

  • How fast can we get started?
    You can transform your first API into an MCP tool in less than five minutes. The HAPI CLI makes it quick and painless.

Get Started

  1. Install HAPI CLI from latest release: https://github.com/la-rebelion/hapimcp/releases

  2. Transform your OpenAPI spec into an MCP server with a single command:

    bash
    hapi serve path/to/your/swagger.json --headless

  3. Start using your MCP tools with any compatible client!

  4. Explore the documentation for advanced usage and best practices.

Contributing

Contributions are welcome! Open a discussion or submit a pull request on GitHub: https://github.com/la-rebelion/hapimcp

License

HAPI MCP is licensed under the MIT License. See LICENSE for details.

來源：README.md，提交 1873ff7

工具

8

getEpisodes

List episodes - Lists episodes with parsed frontmatter (guest, title, duration, youtube_url, etc.) and their canonical resource URIs.

輸入參數sortlimitcursorx-hapi-auth-state

getEpisodesGuest

Get an episode card (metadata + key URIs)

輸入參數guest必填x-hapi-auth-state

getEpisodesGuestMetadatajson

Get episode metadata as JSON (frontmatter)

輸入參數guest必填x-hapi-auth-state

getEpisodesGuestTranscriptformat

Get transcript in a specific format - Returns the transcript in the requested format: - md: markdown (may include or exclude frontmatter based on include_frontmatter) - txt: clean text (best for LLM ingestion) - json: structured form (metadata + transcript text)

輸入參數guest必填format必填x-hapi-auth-stateinclude_frontmatter

getEpisodesGuestChunks

List chunk descriptors for an episode - Returns chunk boundaries and URIs for chunk retrieval. Chunks may be computed on-demand using size/overlap parameters.

輸入參數sizeguest必填overlapx-hapi-auth-state

getEpisodesGuestChunksChunkIdtxt

Get a specific transcript chunk as plain text

輸入參數guest必填chunkId必填x-hapi-auth-state

getSearch

Search episodes and transcripts - Searches across metadata (D1) and transcript text (Vectorize). Returns matches as resources, including per-hit URIs pointing to episode cards and transcript chunks. Note: pagination cursor applies to metadata search only. Example (vector search with filters): GET /search?q=pricing&mode=vector&guest=Marty%20Cagan&keywords=pricing,monetization&top_k=5

輸入參數q必填modeguestlimittitletop_kcursorkeywordsnamespaceepisode_slugx-hapi-auth-state

postSearch

Search episodes and transcripts (POST body) - Same search as GET /search, but parameters are provided in the request body. This is useful for longer filter payloads.

輸入參數undefinedBody必填x-hapi-auth-state

版本歷史

1
  1. v0.6.0最新Sep 16, 2026

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