Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Podcast transcripts as clean Markdown with real speaker names — via the Spoken API.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
SPOKEN_API_KEY, Authorization标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"spoken": {
"command": "npx",
"args": [
"-y",
"spoken-mcp"
],
"env": {
"SPOKEN_API_KEY": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add --transport http spoken https://spoken.md/mcp --header 'Authorization: your-value'claude mcp add spoken --env SPOKEN_API_KEY=your-value -- npx -y spoken-mcp运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"spoken": {
"url": "https://spoken.md/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"spoken": {
"command": "npx",
"args": [
"-y",
"spoken-mcp"
],
"env": {
"SPOKEN_API_KEY": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"spoken": {
"type": "http",
"url": "https://spoken.md/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"spoken": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"spoken-mcp"
],
"env": {
"SPOKEN_API_KEY": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
你的选择通过 Cookie 保存在这台设备上,无需账户。
Authorization 机密 HTTP header这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过 GitHub 账户 spokenmd 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
尚未检查;我们会轮流检查各个端点
尚未检查;我们会轮流检查各个端点
尚未检查;我们会在检查端点时读取工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
你需要填写:SPOKEN_API_KEY, Authorization
两种方式都可以:安装在你的电脑上,或者连接云端版本。
GitHub 仓库最后更新于–,最新版本(0.4.3)于32天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Spec Driven Development, Remote Desktop Commander, SwarmMemo
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Talk with agent swarms: rooms, private messages and paid tasks for AI agents
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
Spoken is a transcript API that turns any published podcast into clean Markdown with real speaker names — not "Speaker 1." One API call returns named, timestamped text, ready for LLMs, RAG pipelines, summarizers, and search. This repo also ships spoken-mcp, an MCP server that gives Claude Desktop, Claude Code, Cursor and Cline the same transcripts as tools — see Use as an MCP server.
It's a transcript *retrieval* API, not a speech-to-text service: it works on already-published podcasts, so you skip uploading audio, running diarization, and mapping anonymous speaker labels by hand. For published shows that's typically 5–10× cheaper than running the audio through a transcription service.
agents.md, llms.txt, and an OpenAPI specGet a key at [spoken.md](https://spoken.md) — or try it free with the demo key pt_demo (search works fully; transcripts limited to the demo episode).
# 1. Find an episode (by text, or paste a Spotify/YouTube URL)
curl -s 'https://spoken.md/search?q=huberman+sleep' \ -H 'x-api-key: pt_demo'
curl -s 'https://spoken.md/transcripts/1000651996090' \ -H 'x-api-key: pt_demo'
The transcript comes back as Markdown with named speakers and timestamps:
**John Smith** (0:00)
Welcome to the show. Today we're talking about...
Jane Doe (0:15) Thanks for having me.
| Method & path | What it does | Credits |
|---|---|---|
GET /search?q={query or URL} | Find episodes; returns id, title, podcast, podcastId, date | 0 |
GET /podcasts/{podcastId}/episodes | List a show's full back catalog; returns every episode's id, title, date | 0 |
GET /transcripts/{id} | Return the Markdown transcript | 1 on first fetch, 0 on repeat |
GET /balance | Current credit balance + usage history | 0 |
GET /following | The shows this key keeps up with (inferred from fetches, or declared with PUT / dropped with DELETE /following/{podcastId}) | 0 |
GET /new | New episodes on those shows that have not been fetched yet, each with a transcript URL; ?format=atom for a feed | 0 |
POST /buy | New-key checkout (Stripe) | — |
POST /top-up?key={key} | Returning-customer top-up (Stripe) | — |
Auth is the x-api-key header. Responses include X-Credits-Remaining and X-Credits-Charged. See agents.md for the full error table and response shapes.
examples/podcast_summarizer.py — fetch a transcript and summarize itexamples/rag_pipeline.py — chunk a transcript for a vector store / RAGexamples/quickstart.sh — search → transcript in two curl callsexamples/archive-show.sh — archive a show's entire back catalogue, one file per episodeThe spoken-md package wraps the API with no dependencies outside the standard library, and installs a spoken-md command.
pip install spoken-md
from spoken_md import Spoken
spoken = Spoken() # SPOKEN_API_KEY, or the demo key episode = spoken.search("huberman sleep")[0] print(spoken.transcript(episode.id)) # Markdown with real speaker names
archive(podcast_id, skip=...) walks a whole show and is resumable; errors are typed by status (PaymentRequired carries the top-up URL, NotFound means no transcript). See python/README.md.
Spoken is a Model Context Protocol server two ways: hosted at https://spoken.md/mcp, and as `spoken-mcp`, the package in this repo, for clients that run a server locally (Claude Desktop, Cursor, Cline, …). Both provide the same eight tools:
| Tool | Description |
|---|---|
search_podcasts | Find episodes by text or a pasted Spotify/YouTube URL |
list_episodes | List a show's entire back-catalog from a podcast_id |
get_transcript | Fetch an episode's transcript as Markdown with real speaker names |
get_balance | Check remaining credits |
list_following | The shows this key is kept current on, inferred from fetches or declared |
follow_podcast | Declare a follow for a show (or clear a mute) |
unfollow_podcast | Mute a show so it leaves the list and fetches do not re-add it |
list_new_episodes | New episodes on followed shows that have not been fetched yet, with transcript links |
Keeping a knowledge base current is list_new_episodes on a schedule and get_transcript on what it lists: each fetch raises that show's floor.
Nothing to install. Point a client that connects to a URL at https://spoken.md/mcp (Streamable HTTP):
claude mcp add --transport http spoken https://spoken.md/mcp
The client asks you to sign in the first time a tool needs your key. To skip that, send the key as a header yourself: Authorization: Bearer pt_your_key.
A client that can only sign in with OAuth, such as ChatGPT in developer mode, is sent to a page where you paste your key once. Steps for each app: spoken.md/mcp-server. With no key at all, searching, listing a show and the demo episode work.
Add it to your MCP client config (e.g. Claude Desktop's claude_desktop_config.json):
{
"mcpServers": { "spoken": { "command": "npx", "args": ["-y", "spoken-mcp"], "env": { "SPOKEN_API_KEY": "pt_your_key" } } } }
SPOKEN_API_KEY defaults to pt_demo (search works fully; transcripts limited to the demo episode). Get a real key at spoken.md.
Run from source instead:
npm install && npm run build
SPOKEN_API_KEY=pt_your_key node dist/index.js
Spoken is designed to be called by agents. Point your agent at the Agent Skill (also served at https://spoken.md/.well-known/skills/spoken-md/SKILL.md), or hand it agents.md. The OpenAPI spec makes it easy to wrap as a tool for any function-calling or MCP-compatible client (Claude, GPT, Cursor).
Pay-per-use credits, no subscription. New keys: 100 for $15, 500 for $50, 2,000 for $160. Machine-readable at spoken.md/pricing.md.
Spoken is built and maintained at spoken.md.