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)
Create forms, share the link and read responses as JSON or CSV from your AI agent.
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。
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。
在终端中运行这条命令
claude mcp add --transport http aiformapi https://aiformapi.com/mcp --header 'Authorization: your-value'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": {
"aiformapi": {
"url": "https://aiformapi.com/mcp",
"headers": {
"Authorization": "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": {
"aiformapi": {
"type": "http",
"url": "https://aiformapi.com/mcp",
"headers": {
"Authorization": "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 必填 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。
服务器要求先登录,才会列出它的工具。
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 sum-eet 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 840 毫秒内响应(HTTP 401)
声明支持 OAuth 登录,你的 AI 应用可以带你去登录
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 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。
你需要填写:Authorization
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(0.1.0)于7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, Detailing Manager
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.
Connect your auto detailing studio's tasks, cars, clients and revenue to Claude or ChatGPT.
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。
AI Form API is a forms API and MCP server. Your AI agent creates a form, you share the link, people answer, and the agent reads the answers as JSON or CSV.
This repo holds the connection docs, the server.json files for the official MCP Registry and code examples. The service runs at https://aiformapi.com. This repo has no server code.
Both servers use the Streamable HTTP transport.
| Server | URL | Auth | Who uses it |
|---|---|---|---|
| Creator | https://aiformapi.com/mcp | Authorization: Bearer afk_... | You, the form owner. Create forms and read responses. |
| Fill | https://aiformapi.com/mcp/fill | None. The fill code is an argument. | A person who hands a form to their own AI agent. |
Get an API key for the creator server from the dashboard at https://aiformapi.com. See Authentication. The key starts with afk_. Keep it out of files you commit.
The fill server needs no login. A visitor presses "Want your AI agent to fill this?" on a public form page and copies a prompt with a one-time fill code. The agent reads the form, asks the person for anything missing, shows all answers, and submits only after the person says yes.
| App | Creator server | Fill server |
|---|---|---|
| Claude Code | Yes, with a header | Yes |
| Cursor | Yes, with a header | Yes |
| VS Code | Yes, with a header | Yes |
| Claude Desktop | Yes, through mcp-remote with a header | Yes, as a custom connector |
| n8n | Yes, with a header | Yes |
| Claude.ai | Not yet. It needs OAuth, which is planned. | Yes, as a custom connector |
| ChatGPT | Not yet. It needs OAuth, which is planned. | Yes, as a custom connector |
Set your key in your shell first. Use your own key.
export AIFORMAPI_KEY="afk_paste_your_key_here"
claude mcp add --transport http aiformapi https://aiformapi.com/mcp \
--header "Authorization: Bearer $AIFORMAPI_KEY"
This stores the key in your local Claude Code config. To keep the key out of a shared file, use a project .mcp.json that reads the environment variable (example):
{
"mcpServers": { "aiformapi": { "type": "http", "url": "https://aiformapi.com/mcp", "headers": { "Authorization": "Bearer ${AIFORMAPI_KEY}" } } } }
Run /mcp in Claude Code to see the connection. Claude Code docs: https://code.claude.com/docs/en/mcp
Put this in .cursor/mcp.json for one project, or in ~/.cursor/mcp.json for all projects (example). Set AIFORMAPI_KEY in your shell profile first.
{
"mcpServers": { "aiformapi": { "url": "https://aiformapi.com/mcp", "headers": { "Authorization": "Bearer ${env:AIFORMAPI_KEY}" } } } }
Cursor docs: https://cursor.com/docs/context/mcp
Put this in .vscode/mcp.json, or run MCP: Open User Configuration for a profile-wide file (example). VS Code uses the top-level key servers, not mcpServers. It asks for the key when the server starts for the first time.
{
"inputs": [ { "type": "promptString", "id": "aiformapi-key", "description": "AI Form API key", "password": true } ], "servers": { "aiformapi": { "type": "http", "url": "https://aiformapi.com/mcp", "headers": { "Authorization": "Bearer ${input:aiformapi-key}" } } } }
VS Code docs: https://code.visualstudio.com/docs/agents/reference/mcp-configuration
Claude Desktop reads local servers from claude_desktop_config.json. The mcp-remote package turns a remote server with a header into a local one. You need Node.js.
~/Library/Application Support/Claude/claude_desktop_config.json. On Windows it is %APPDATA%\Claude\claude_desktop_config.json. You can also open it from Settings, Developer, Edit Config.Bearer lives in the environment variable, not in args, so the entry also works on Windows.{
"mcpServers": { "aiformapi": { "command": "npx", "args": [ "-y", "mcp-remote", "https://aiformapi.com/mcp", "--header", "Authorization:${AIFORMAPI_AUTH}" ], "env": { "AIFORMAPI_AUTH": "Bearer afk_your_key_here" } } } }
This file holds your key in plain text. Do not share it or commit it.
Use the MCP Client Tool node and connect it to an AI Agent node. Set the endpoint to https://aiformapi.com/mcp, the transport to HTTP Streamable, and the authentication to Bearer with your key. Field names change between n8n versions, so check yours. n8n docs: https://docs.n8n.io/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.toolmcp/
The fill server has no login, so it needs no header.
Add it as a custom connector.
AI Form API fill.https://aiformapi.com/mcp/fill.Anthropic says custom connectors are available on Free, Pro, Max, Team and Enterprise plans, and that Free plans have a limit of 1 custom connector. See https://support.claude.com/en/articles/11175166-get-started-with-custom-connectors-using-remote-mcp
ChatGPT adds remote servers as connectors in developer mode. Create a connector, enter the URL https://aiformapi.com/mcp/fill, and choose no authentication. Menu names and plan availability change often. Check OpenAI's current help page for the exact steps.
Add it the same way as the creator server, without the header.
claude mcp add --transport http aiformapi-fill https://aiformapi.com/mcp/fill
{
"mcpServers": { "aiformapi-fill": { "url": "https://aiformapi.com/mcp/fill" } } }
/mcp)The tools return rows and form definitions. They do not summarise. Your own model reads the rows and writes the summary.
| Tool | Arguments | Same as |
|---|---|---|
create_form | title, description (optional), fields, settings (optional) | POST /v1/forms |
list_forms | limit (optional), cursor (optional) | GET /v1/forms |
get_form | form_id | GET /v1/forms/{id} |
update_form | form_id, and any of title, description, fields, settings | PATCH /v1/forms/{id} |
close_form | form_id | POST /v1/forms/{id}/close |
reopen_form | form_id | POST /v1/forms/{id}/reopen |
get_responses | form_id, and any of format, since, limit, cursor, order | GET /v1/forms/{id}/responses |
add_webhook | form_id, url | POST /v1/forms/{id}/webhooks |
get_usage | none | GET /v1/usage |
The arguments match the body or query of the REST call. The form id is the argument form_id, not a path part. format is json (default) or csv. order is asc or desc. In update_form, fields replaces the whole list and settings merges key by key. There is no tool to delete a form. Use the REST API or the dashboard.
A failed call returns a tool error with the same JSON error body as the REST API. See API error codes.
/mcp/fill)| Tool | Arguments | Does |
|---|---|---|
get_fill_form | fill_token | Returns the form and instructions. Does not use up the code. |
submit_fill | fill_token, answers | Stores the answers. answers maps field ids to values. |
fill_token is the code from the prompt. It starts with fil_. A successful submit_fill returns response_id, receipt and submitted_at.
| Scope | Free plan |
|---|---|
| API key (REST and creator MCP together) | 30 requests per minute, 1,000 per day |
| Open forms per account | 3 |
| Responses per account per calendar month (UTC), all sources | 100 |
| Fill MCP calls, per IP | 20 per minute |
| One fill code | 1 successful use, 60 minutes lifetime, 5 POST attempts |
POST /v1/fill/{token}, per IP | 10 per minute |
| Webhooks per form | 3 |
| Request body size | 64 KB |
Creator MCP calls count against the same limit as REST calls for the key. The API, MCP, agent fill and CSV export are included in the free plan. A 429 response has a Retry-After header. The full table, with the RateLimit-* headers, is at https://aiformapi.com/docs/rate-limits
The examples/ folder has copy-paste code from the quickstart. Each example creates a small RSVP form and reads the responses back.
examples/curl/create-and-read.shexamples/javascript/create-and-read.mjs (Node 18 or newer, fetch)examples/python/create_and_read.py (requests)examples/mcp/: the client config files from this READMEThe two servers are listed in the official MCP Registry with the server.json files in this repo:
server.json: creator server, io.github.sum-eet/aiformapiserver-fill.json: fill server, io.github.sum-eet/aiformapi-fillThe docs and examples in this repo use the MIT license. AI Form API is a hosted service. This license does not cover the service.