Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
Run AI QA test runs on your web app and read the bugs they find, with steps to reproduce.
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 testoptim https://api.testoptim.com/api/mcp --header 'Authorization: Bearer {api_key}'Completa los valores vacíos antes de ejecutarlo.
Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"testoptim": {
"url": "https://api.testoptim.com/api/mcp",
"headers": {
"Authorization": "Bearer {api_key}"
}
}
}
}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": {
"testoptim": {
"type": "http",
"url": "https://api.testoptim.com/api/mcp",
"headers": {
"Authorization": "Bearer {api_key}"
}
}
}
}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.
Todavía no hemos leído la lista de herramientas de este servidor; revisamos los endpoints por turnos.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 6 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub TestOptim-AI, dueña del repo
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Aún sin revisar; revisamos los endpoints por turnos
Aún sin revisar; revisamos los endpoints por turnos
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 1 de 1 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 (1.0.0) llegó al registro hace 4 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, AI Deprecations
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.
AI model shutdown dates, replacements, change feed and webhook alerts for 8 providers.
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.
Connect Claude Code, Cursor, VS Code and other MCP clients to TestOptim, so your AI assistant can run QA tests on your web app and read the issues they find.
"Run the QA suite on my project and show me the critical issues."
TestOptim hosts the server; there is nothing to install or run. This repository holds the setup instructions, ready-to-copy client configs, and the server.json that lists the server in MCP registries.
https://api.testoptim.com/api/mcpPOST only)Authorization: Bearer topt_...Claude Code - laptop.topt_ and is shown once.Then export it in the shell your client starts from, so it never lands in a config file:
export TESTOPTIM_TOKEN="topt_..."
The full guide, with screenshots, is Run TestOptim tests from CI with an API key.
To run tests from a GitHub Actions workflow instead, use TestOptim Run Tests.
Each snippet is also in examples/.
claude mcp add --transport http testoptim https://api.testoptim.com/api/mcp \
--header "Authorization: Bearer ${TESTOPTIM_TOKEN}"
This stores the token in your local Claude Code config. Add --scope user to use it in every project.
To share the server with your team without sharing a token, commit a project .mcp.json instead. Claude Code expands ${TESTOPTIM_TOKEN} from each person's environment (examples/claude-code.mcp.json):
{
"mcpServers": { "testoptim": { "type": "http", "url": "https://api.testoptim.com/api/mcp", "headers": { "Authorization": "Bearer ${TESTOPTIM_TOKEN}" } } } }
Add to ~/.cursor/mcp.json, or .cursor/mcp.json in your project (examples/cursor.mcp.json):
{
"mcpServers": { "testoptim": { "url": "https://api.testoptim.com/api/mcp", "headers": { "Authorization": "Bearer ${env:TESTOPTIM_TOKEN}" } } } }
Cursor reads TESTOPTIM_TOKEN from your shell or system environment; remote servers don't support envFile.
Add to .vscode/mcp.json in your workspace, or run MCP: Open User Configuration for every workspace (examples/vscode.mcp.json). VS Code asks for the key the first time the server starts and stores it securely:
{
"inputs": [ { "type": "promptString", "id": "testoptim-token", "description": "TestOptim API key (starts with topt_)", "password": true } ], "servers": { "testoptim": { "type": "http", "url": "https://api.testoptim.com/api/mcp", "headers": { "Authorization": "Bearer ${input:testoptim-token}" } } } }
Add to your MCP config file (open it from Cascade's MCP settings). Remote servers use serverUrl (examples/windsurf.mcp_config.json):
{
"mcpServers": { "testoptim": { "serverUrl": "https://api.testoptim.com/api/mcp", "headers": { "Authorization": "Bearer ${env:TESTOPTIM_TOKEN}" } } } }
Add TestOptim as a custom connector:
TestOptim and enter https://api.testoptim.com/api/mcp as the server URL.Authorization with the value Bearer topt_... (your key).On Team and Enterprise plans an Owner adds it under Organization settings > Connectors, and everyone who uses the connector shares that one key. Use a key limited to one project, and leave out tests:run unless every member should be able to start runs. Claude's Research mode can call connector tools without asking first, which is another reason to keep write permissions off a shared key. To change the key later, remove the connector and add it again.
Any client that supports Streamable HTTP with custom headers works. Point it at https://api.testoptim.com/api/mcp and send Authorization: Bearer on every request. The server is stateless: it doesn't issue session IDs, and it answers GET and DELETE with 405.
The testoptim-qa skill teaches your coding agent the loop: after it changes a page or flow, it re-tests only that area, reads the critical and high issues, fixes them and re-tests. It asks you before every run, because runs use your plan's executions. It follows the open Agent Skills format, so it works in Claude Code, Codex, Cursor, Copilot and other agents that read SKILL.md.
The plugin installs the skill and connects the MCP server in one step. When you enable it, Claude Code asks for your API key and keeps it in your system's secure credential store, so you don't need TESTOPTIM_TOKEN:
/plugin install testoptim --marketplace TestOptim-AI/testoptim-mcp
On Claude Code older than 2.1.275, add the marketplace first:
/plugin marketplace add TestOptim-AI/testoptim-mcp
/plugin install testoptim@testoptim
Install the skill with the skills CLI, then connect the MCP server as shown in Connect your client:
npx skills add TestOptim-AI/testoptim-mcp
The server only lists the tools your key's permissions allow, so a read-only key never sees start_test_run.
| Tool | Permission | What it does | Arguments |
|---|---|---|---|
list_projects | projects:read | Lists the projects the key can access, to find the project ID the other tools need. | none |
start_test_run | tests:run | Starts a test run and returns the run ID. Pass changedAreas to re-test only the pages or flows you just changed; leave it out for the whole suite. Runs take minutes. | projectId, changedAreas (e.g. ["/checkout", "/cart"]; optional) |
get_test_run | tests:read | Shows a run's status (pending, running, completed, failed), progress, current step and issue counts by severity. | testRunId |
stop_test_run | tests:run | Stops a running test run, so no further test cases are executed and billed. A stopped run reports as failed. | testRunId |
list_issues | issues:read | Lists a project's issues as summaries: ID, title, severity, category, status. Pass testRunId for only what one run found. | projectId, severity (critical, high, medium or low; optional), testRunId (optional), limit (1-100, default 20) |
get_issue | issues:read | Gets one issue in full: description, steps to reproduce, expected and actual behaviour, page URL and screenshot. | issueId |
start_exploration | knowledge:explore | Explores the project's app so TestOptim learns new or changed pages and flows. Spends the plan's page allowance and replaces an exploration already running. Returns an exploration ID. | projectId |
get_exploration | projects:read | Shows an exploration's status, progress and, once it ends, how many pages, flows and entities it recorded. waiting_otp_ready or waiting_otp means the login needs a one-time code entered in the TestOptim app. | explorationId |
Results come back as JSON text, using the same field names as the TestOptim API.
tests:run can't start or stop runs.topt_, so they are easy to search for in logs and repositories.tests:run can start runs that use your plan's test executions. Most clients ask before calling a tool; keep that confirmation on.totalCases on the run if you need the full suite.| Symptom | Cause |
|---|---|
401 Missing API token | The Authorization header didn't arrive. Check the environment variable is set in the shell that starts your client, then restart the client. |
401 Invalid API token | The key is wrong, revoked or expired. Create a new one. |
| A tool you expect is missing | The key lacks that tool's permission. Create a key with it. |
This token is restricted to a different project | The key is scoped to one project; use that project's ID or a key for all projects. |
405 Method not allowed | Something sent a GET or DELETE. The server only accepts POST; use a client with Streamable HTTP support. |
Spotted an outdated client config, or want to add one for another client? See CONTRIBUTING.md. For problems with your account or the TestOptim service itself, contact [TestOptim support](https://w
Solo se muestra el principio; lee el resto en el repo