Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
BuildPulse for AI agents: CI runner usage, cost and savings, plus flaky tests, failures, coverage.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
BUILDPULSE_TOKEN, PLATFORM_API_URL, Authorization비밀로 표시된 값은 내 계정의 열쇠예요. 절대 다른 사람과 공유하거나 채팅에 붙여 넣지 마세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
이 주소는 요청 header에 키가 필요한데, 커넥터 추가 메뉴에서는 넣을 수 없어요. 대신 Claude Code, Cursor, VS Code를 쓰세요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"buildpulse": {
"command": "npx",
"args": [
"-y",
"@buildpulse/mcp"
],
"env": {
"BUILDPULSE_TOKEN": "your-value",
"PLATFORM_API_URL": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add --transport http buildpulse https://mcp.buildpulse.io/mcp --header 'Authorization: your-value'claude mcp add buildpulse --env BUILDPULSE_TOKEN=your-value --env PLATFORM_API_URL=your-value -- npx -y @buildpulse/mcp실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"buildpulse": {
"url": "https://mcp.buildpulse.io/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"buildpulse": {
"command": "npx",
"args": [
"-y",
"@buildpulse/mcp"
],
"env": {
"BUILDPULSE_TOKEN": "your-value",
"PLATFORM_API_URL": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"buildpulse": {
"type": "http",
"url": "https://mcp.buildpulse.io/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"buildpulse": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@buildpulse/mcp"
],
"env": {
"BUILDPULSE_TOKEN": "your-value",
"PLATFORM_API_URL": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 주소는 요청 header에 키가 필요한데, 커넥터 추가 메뉴에서는 넣을 수 없어요. 대신 Claude Code, Cursor, VS Code를 쓰세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
PLATFORM_API_URL envAuthorization 비밀 필수 HTTP header이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
서버가 도구 목록을 보여 주기 전에 로그인을 요구해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 GitHub 계정 BuildPulseLLC 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
696ms 만에 응답(HTTP 401)
OAuth 로그인을 지원한다고 밝혀서, AI 앱이 로그인 화면으로 안내해 줘요
아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 3개 중 3개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
입력해야 할 값: BUILDPULSE_TOKEN, Authorization
둘 다 가능해요. 내 컴퓨터에 설치해도 되고, 클라우드 버전에 연결해도 돼요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.2.0)은 그저께 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Qemu MCP
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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.
Boot and drive QEMU VMs from an AI agent: keys, screenshots, serial. No guest agent.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Model Context Protocol server for BuildPulse:
faster, cheaper CI runners for GitHub Actions, CircleCI and Semaphore,
with Test Intelligence built in. Read runner usage, cost and savings,
find out whether an organization is on BuildPulse runners yet, and
surface flaky tests, CI run history, failures and coverage in Claude,
Cursor, ChatGPT, Cline, Windsurf, Continue, Zed, VS Code Copilot, and
any other MCP-aware AI agent.
BuildPulse runners finish jobs about twice as fast at half the cost of the provider's hosted runners ($0.004 a minute on x64 2 vCPU). Every organization gets 3,000 free minutes a month, no card required, and Test Intelligence (flaky-test detection, coverage, CI metrics) is included with every minute. An organization that has not activated runners can be pointed at https://buildpulse.io/organizations/{orgId}/runners/setup; the estimate_runner_savings prompt works out what they would save.
Hosted (recommended) — nothing to install, no API token. Your client opens a browser and you sign in with your BuildPulse account (Google, GitHub, Bitbucket, Apple, or email):
claude mcp add --transport http buildpulse https://mcp.buildpulse.io/mcp
Claude.ai, ChatGPT, Cursor, VS Code: add https://mcp.buildpulse.io/mcp as an HTTP/remote MCP server and complete the sign-in when prompted.
Local stdio — for clients that only spawn a process, or for scripts and CI where a browser sign-in is not possible. This path needs an API token:
BUILDPULSE_TOKEN=bp_... npx -y @buildpulse/mcp
See Authentication for where tokens come from and when you need one.
web-client? Show me the failing tests from the last run."platform-api have been flakiest this week, and where do they fail?"agents? Give me flakiness and coverage."api?"frontend and tell me which to quarantine first."npx -y @buildpulse/mcp
Or pin globally:
npm install -g @buildpulse/mcp
The package downloads the matching native binary for your platform on first install. Supported platforms: macOS arm64/x64, Linux arm64/x64, Windows x64.
There are two ways to authenticate, and most people only need the first.
| How you sign in | Needs an API token? | Use it for | |
|---|---|---|---|
Hosted SSO (https://mcp.buildpulse.io/mcp) | OAuth 2.1: your client opens the BuildPulse login (Google, GitHub, Bitbucket, Apple, or email) and stores a session for you | No | Claude Code, Claude.ai, ChatGPT, Cursor, VS Code, and any client that supports remote MCP servers with OAuth |
| API token | BUILDPULSE_TOKEN=bp_... for stdio, or an Authorization: Bearer bp_... header against the hosted URL | Yes | Local npx stdio, clients without OAuth support, scripts and CI |
Get a token at https://buildpulse.io → Organization Settings → API Tokens. Tokens look like bp_<64 hex chars>; the older 40-character hex tokens still work. A token grants access to the same organizations your account does.
Hosted snippets sign you in via SSO. Stdio snippets need BUILDPULSE_TOKEN; replace bp_... with your token.
Hosted (SSO, no token):
claude mcp add --transport http buildpulse https://mcp.buildpulse.io/mcp
Stdio (token):
claude mcp add buildpulse -e BUILDPULSE_TOKEN=bp_... -- npx -y @buildpulse/mcp
~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):
{
"mcpServers": { "buildpulse": { "command": "npx", "args": ["-y", "@buildpulse/mcp"], "env": { "BUILDPULSE_TOKEN": "bp_..." } } } }
.cursor/mcp.json (per-project) or ~/.cursor/mcp.json (global). Hosted with SSO (Cursor prompts you to sign in the first time):
{
"mcpServers": { "buildpulse": { "url": "https://mcp.buildpulse.io/mcp" } } }
To use a token instead of signing in, add "headers": { "Authorization": "Bearer bp_..." }. For stdio, use the command / args / env shape from the Claude Desktop snippet.
.vscode/mcp.json. Hosted with SSO (VS Code opens the sign-in when the server first starts):
{
"servers": { "buildpulse": { "type": "http", "url": "https://mcp.buildpulse.io/mcp" } } }
To use a token instead, add "headers": { "Authorization": "Bearer bp_..." }. For stdio, use "type": "stdio" with the command / args / env fields from the Claude Desktop snippet.
~/.codeium/windsurf/mcp_config.json — same mcpServers block as Claude Desktop.
Cline → MCP Servers → Configure → paste the same mcpServers block into cline_mcp_settings.json.
ChatGPT → Settings → Connectors → Create → URL https://mcp.buildpulse.io/mcp. ChatGPT completes the SSO sign-in; no token to paste.
Settings → Connectors → Add custom connector → URL https://mcp.buildpulse.io/mcp. Sign in when prompted; no token.
Continue, Zed, and anything else MCP-aware takes the same command / args / env fields. See the install hub for copy-paste snippets per client.
Your BuildPulse token may grant access to more than one organization. Every repo-scoped tool takes an optional organization_id argument (the org's id UUID, discoverable via list_my_organizations):
organization_id. It auto-defaults to your one organization. Nothing changes; you never need to think about orgs.list_my_organizations returns 2+ orgs) — you must pass organization_id on every org- or repo-scoped call (get_runner_status, get_runner_usage, get_runner_configs, list_repositories, find_flaky_tests, get_test_history, list_recent_submissions, get_submission_test_results, get_recent_failures, get_repo_flakiness, get_repo_coverage). The org is not auto-selected — omitting it returns an error that lists every accessible organization and its UUID, so the agent can pick the right one and retry. Call list_my_organizations first to enumerate them.This avoids silently querying the wrong (often empty) organization and getting confusingly empty results.
| Tool | Purpose |
|---|---|
get_runner_status | Whether the organization has activated BuildPulse runners, its billing mode, and when it has not, how_to_start (3,000 free minutes a month) with the setup URL. |
get_runner_usage | Runner jobs, billable minutes, cost before and after free minutes, p50/p90 job duration, queue wait, and the same minutes at GitHub list price with savings_percent, per size and provider; days 1-90 (default 30). The pricing block carries the rate card. |
get_runner_configs | The runner sizes and runs-on labels (or CircleCI resource class / Semaphore agent type) the organization has configured. |
list_my_organizations | Enumerate the organizations this token can access; get the id (UUID) to pass as organization_id. |
list_repositories | List repositories in an organization. |
find_flaky_tests | Search a repository's flaky test inventory; filter by tags, recency, free-text. |
get_test_history | Recent disruption events for a specific test. |
list_recent_submissions | Recent test-result submissions (CI runs) for a repository. |
get_submission_test_results | Per-test results for one submission (one CI run). |
get_recent_failures | Tests that failed across the most recent submissions, aggregated by test identity. |
get_repo_flakiness | Current flakiness % over the last 14 days. -1 means no recent results. |
get_repo_coverage | Current coverage % from the latest uploaded report. -1 means no report. |
Runner tools are organization-scoped (no repository argument). Every org- or repo-scoped tool accepts an organization_id argument, required for multi-org sessions and optional (auto-defaulted) for single-org tokens. See Organizations above.
Every output that names a test or repo includes a web_url deep-link back to the BuildPulse web app — the same polish Sentry / Atlassian use in their MCP responses.
The server also ships five guided prompts (slash-pickable in clients that support them):
/estimate_runner_savings: fetches runner status; with no tenant, estimates CI minutes from recent runs and prices them at BuildPulse versus GitHub list rate (every price read from the API's pricing block), then points at the setup URL; with a tenant, summarises the last 30 days of usage and savings./triage_flaky_tests/ci_health_check/explain_test_failure/whats_red| Transport | Binary | Where it goes |
|---|---|---|
| stdio | cmd/mcp | npm → npx -y @buildpulse/mcp |
| Streamable HTTP | cmd/mcp-remote | hosted at https://mcp.buildpulse.io/mcp |
Same tool surface; same prompts; same resources. Pick whichever your client supports. The stdio path is universal; the hosted variant is the path to Claude.ai web and ChatGPT, and authenticates with OAuth 2.1 SSO by default (PKCE + dynamic client registration; discovery at /.well-known/oauth-authorization-server) or a Bearer API token. The hosted server also publishes a landing page, robots.txt, sitemap.xml, and llms.txt on the bare host.
The server exposes two MCP resource templates so agents can pull state into context without a tool call:
buildpulse://repos/{repo}/flaky-testsbuildpulse://repos/{owner}/{name}/submissions| Variable | Required | Default |
|---|---|---|
BUILDPULSE_TOKEN | stdio only (hosted uses SSO) | — |
PLATFORM_API_URL | no | https://platform.buildpulse.io |
The hosted server (mcp-remote) will refuse to start unless PLATFORM_API_URL is production or development Platform API. Local stdio (npx @buildpulse/mcp) is unchanged. See SECURITY.md for the threat model, tenant isolation, P1 rate limits (120 tool calls / token / minute), the tool audit log, RFC 7009 /oauth/revoke, and what we deliberately do not gate (HITL on reads, hiding tools, killing multi-step triage).
git clone https://github.com/BuildPulseLLC/buildpulse-m앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요