Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Run AI QA test runs on your web app and read the bugs they find, with steps to reproduce.
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We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
AuthorizationValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
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This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Run this in your terminal
claude mcp add --transport http testoptim https://api.testoptim.com/api/mcp --header 'Authorization: Bearer {api_key}'Fill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"testoptim": {
"url": "https://api.testoptim.com/api/mcp",
"headers": {
"Authorization": "Bearer {api_key}"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"testoptim": {
"type": "http",
"url": "https://api.testoptim.com/api/mcp",
"headers": {
"Authorization": "Bearer {api_key}"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Your choice stays on this device in a cookie; no account needed.
Authorization secret required HTTP headerThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified with the GitHub account TestOptim-AI, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
You need to fill in: Authorization
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 4 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, 오늘냥이 (Oneul Nyangi)
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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.
Real cat photos, diaries, profiles, age and food reference calculators, and breeds.
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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
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