Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
Create forms, share the link and read responses as JSON or CSV from your AI agent.
Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.
Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.
Elige la app de IA que usas y copia la configuración.
AuthorizationLos valores marcados como secretos son llaves de tu cuenta. Nunca los compartas ni los pegues en un chat.
Necesitas
¿Qué app usas?
Elige tu app arriba. La recordamos, así que la próxima vez el botón dirá “Instalar en …”.
Esta dirección necesita una clave en un header de la solicitud, y el menú para agregar conectores no puede ponerla. Usa Claude Code, Cursor o VS Code.
Ejecuta esto en tu terminal
claude mcp add --transport http aiformapi https://aiformapi.com/mcp --header 'Authorization: your-value'Completa los valores vacíos antes de ejecutarlo.
Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"aiformapi": {
"url": "https://aiformapi.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Pégalo en .vscode/mcp.json de tu proyecto
{
"servers": {
"aiformapi": {
"type": "http",
"url": "https://aiformapi.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Esta dirección necesita una clave en un header de la solicitud, y el menú para agregar conectores no puede ponerla. Usa Claude Code, Cursor o VS Code.
Tu elección se guarda en una cookie en este dispositivo; no necesitas cuenta.
Authorization secreto obligatorio HTTP headerEsta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.
El servidor pide iniciar sesión antes de mostrar sus herramientas.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 7 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub sum-eet, dueña del repo
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Respondió en 840 ms (HTTP 401)
Declara inicio de sesión con OAuth, así que tu app de IA puede llevarte a iniciar sesión
Aún sin revisar; leemos la lista de herramientas cuando revisamos el endpoint
Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.
Superó 3 de 3 revisiones básicas aplicables. No hemos leído el código. Antes de agregar una clave o un token, revisa qué acceso pide el servidor y usa una clave que tenga solo los permisos que necesitas.
Debes completar: Authorization
Se ejecuta en la nube del creador. Te conectas por internet sin instalar nada, pero lo que envías pasa por los servidores del creador.
El repo de GitHub cambió por última vez –, y la última versión (0.1.0) llegó al registro hace 7 días.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. Se conecta por URL, así que también funcionan las apps que aceptan servidores MCP remotos, como ChatGPT en modo desarrollador.
En la misma categoría: Spec Driven Development, Remote Desktop Commander, sync. labs
Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.
Cómo leer una tarjeta:★ Estrellas de GitHubiTres pilares: reseñas · revisiones · usoiActualizado = fecha en que se publicó la última versión en el registroi
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.
Lipsync videos, dub them into other languages, make talking videos and open sync. Studio.
Copiado tal cual del repo del creador. PopNx MCP no lo ha revisado ni lo respalda. Se quitaron HTML, imágenes y scripts. Los enlaces llevan fuera de este sitio.
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.