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)
Collect reviewed human answers through hosted handoffs, plus local templates and config validation.
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。
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 …”。
适用于网页版、桌面版和手机版 Claude:
https://www.talkform.ai/api/mcp打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"talkform": {
"command": "npx",
"args": [
"-y",
"@talkform/mcp"
]
}
}
}在终端中运行这条命令
claude mcp add --transport http talkform https://www.talkform.ai/api/mcpclaude mcp add talkform -- npx -y @talkform/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"talkform": {
"url": "https://www.talkform.ai/api/mcp"
}
}
}粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"talkform": {
"command": "npx",
"args": [
"-y",
"@talkform/mcp"
]
}
}
}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": {
"talkform": {
"type": "http",
"url": "https://www.talkform.ai/api/mcp"
}
}
}粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"talkform": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@talkform/mcp"
]
}
}
}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。
ChatGPT 只能连接互联网上的服务器:
https://www.talkform.ai/api/mcp菜单名称可能因套餐和版本不同而略有差异。
你的选择通过 Cookie 保存在这台设备上,无需账户。
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。
工具名称和描述与服务器在 2026年11月7日 报告的完全一致。这些内容由作者撰写,不是我们写的;我们以纯文本形式显示。
talkform.list_templatesLists the public conversational-form templates available for review.
talkform.get_templateReturns one public template as a structured, reviewable conversational form draft.
talkform.prepare_formTurns interview questions into a validated, shareable form draft. Each promptTitle is the respondent-facing question; fromName, purpose and branding identify the originating product. Optional theme colors use hex values. Returns a draft without storing or publishing it.
talkform.register_agentCreates a persistent machine-owned project and returns its API key secret once. No email, sign-in, or human identity is created. A UUIDv4 idempotency key identifies registration; retries never replay the secret. Machine projects receive 10 hosted handoffs per day. Voice is availa
talkform.create_handoffStores a validated voice interview or text interview and returns a private respondent link plus shareText. config.fields[].promptTitle supplies each question; config.branding.fromName and branding.purpose identify the originating product. Omitted mode selects voice; text mode is
talkform.get_handoffChecks a hosted handoff owned by the authorized project or OAuth account. Requires handoffs:read permission.
talkform.get_resultReturns completed structured answers for an authorized project or OAuth account with handoffs:read permission. Pending results return result_pending. Results expire 7 days after submission. No transcript is returned.
talkform.delete_handoffPermanently deletes stored configuration and answers for an authorized project or OAuth account. Requires user confirmation and handoffs:delete permission.
talkform.configure_webhookConfigures one HTTPS endpoint for completed handoffs in an authorized project. Replaces any active endpoint and returns the signing secret once. Requires handoffs:write permission. Optional projectId selects an owned OAuth account project.
talkform.get_webhookReturns active webhook metadata and recent delivery metadata for an authorized project. Signing secrets are never returned. Requires handoffs:read permission. Optional projectId selects an owned OAuth account project.
talkform.delete_webhookDisables an authorized project's active webhook and cancels pending deliveries. Requires handoffs:write permission. Optional projectId selects an owned OAuth account project.
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9日
注册名称已通过 GitHub 账户 msanchezgrice 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
在 370 毫秒内响应(HTTP 200)
无需登录
已读取 11 个工具描述,未发现针对 AI 的隐藏指令
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 3 项适用的基础检查中通过了 3 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。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
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(0.1.1)于12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, CLIO Paraview
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ 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.
Visualize simulation results in ParaView: load fields, then slice, contour, color and render them.
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。
Turn any form into a live audio interview.
Talkform is a config-driven audio intake utility. Products define the fields they need, Talkform asks for them conversationally, binds structured values directly into the form, and exports JSON-ready session results.
apps/web: hosted app for talkform.aipackages/core: config schema, realtime prompt/tool generation, session/result helperspackages/react: embeddable React widgetpackages/http: process-local transient session and HTTP helperspackages/cli: agent-friendly CLIpackages/mcp: local MCP schema, template, and config-validation serverdocs: markdown documentation rendered in the web apppnpm install
pnpm dev pnpm build pnpm typecheck
OPENAI_API_KEYOPENAI_REALTIME_MODEL default gpt-realtime-2.1OPENAI_REALTIME_VOICE default marinTALKFORM_ENABLE_IMPORT_AI_REFINEMENT optional; only true enables paid AI copy refinement after deterministic importNEXT_PUBLIC_AUDIOFORM_VENDORNEXT_PUBLIC_AUDIOFORM_VENDOR_URLTransient session APIs and public Realtime client-secret issuance are disabled in hosted production by default. A production deployment needs a durable session store, a distributed rate limiter, and server authentication before those endpoints should be enabled. The current in-memory store and quotas are development/reference implementations; they do not provide cross-instance durability or enforcement.
Machine clients use two matching environment variables:
TALKFORM_API_TOKEN: server-only bearer token accepted by the web APIAUDIOFORM_API_TOKEN: client-side token read by the Talkform CLIFor a controlled deployment, TALKFORM_ENABLE_IN_MEMORY_SESSIONS=true and TALKFORM_ENABLE_PUBLIC_REALTIME=true opt into the reference endpoints. Do not use these flags to represent the current process-local implementations as production-ready infrastructure.