Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Read Hoot Lens recordings, replays, heatmaps, funnels and findings with your own account.
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.
HOOTLENS_PAT, HOOTLENS_API_URL, HOOTLENS_PROJECT, HOOTLENS_TOOLSETS비밀로 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.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://mcp.hootlens.com/mcpClaude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"hootlens": {
"command": "npx",
"args": [
"-y",
"@hootlens/mcp"
],
"env": {
"HOOTLENS_PAT": "your-value",
"HOOTLENS_API_URL": "your-value",
"HOOTLENS_PROJECT": "your-value",
"HOOTLENS_TOOLSETS": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add --transport http hootlens https://mcp.hootlens.com/mcpclaude mcp add hootlens --env HOOTLENS_PAT=your-value --env HOOTLENS_API_URL=your-value --env HOOTLENS_PROJECT=your-value --env HOOTLENS_TOOLSETS=your-value -- npx -y @hootlens/mcp실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"hootlens": {
"url": "https://mcp.hootlens.com/mcp"
}
}
}프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"hootlens": {
"command": "npx",
"args": [
"-y",
"@hootlens/mcp"
],
"env": {
"HOOTLENS_PAT": "your-value",
"HOOTLENS_API_URL": "your-value",
"HOOTLENS_PROJECT": "your-value",
"HOOTLENS_TOOLSETS": "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": {
"hootlens": {
"type": "http",
"url": "https://mcp.hootlens.com/mcp"
}
}
}프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"hootlens": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@hootlens/mcp"
],
"env": {
"HOOTLENS_PAT": "your-value",
"HOOTLENS_API_URL": "your-value",
"HOOTLENS_PROJECT": "your-value",
"HOOTLENS_TOOLSETS": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://mcp.hootlens.com/mcp메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
HOOTLENS_API_URL envHOOTLENS_PROJECT envHOOTLENS_TOOLSETS env이 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 도메인 hootlens.com 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
396ms 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: HOOTLENS_PAT
둘 다 가능해요. 내 컴퓨터에 설치해도 되고, 클라우드 버전에 연결해도 돼요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.5.0)은 5일 전 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, EmbeddedCI BenchPod
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.
Drive a BenchPod hardware-in-the-loop bench: power, flash, UART, I2C, CAN, analog and logic.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
The Hoot Lens MCP server. It lets an AI assistant (Claude, Cursor, VS Code, Codex and other MCP clients) read what Hoot Lens recorded on your websites: visits, replays, heatmaps, funnels, traffic, findings and changes. The assistant sees only what your own Hoot Lens account can see, and only the sites (projects) and scopes you allow.
Version 1.5.0 is published with improvement review, durable finding work, exact source-context inspection, and npm provenance. Its release record binds the reviewed public source, Linux/Windows Node 20/22 validation, attestation, isolated SDK checks, and active official Registry entry. The hosted service releases separately.
Version 1.4.1 is published with first-website setup recovery, consent-aware installation guidance, and npm provenance. Its release record links the reviewed public source, Linux/Windows Node 20/22 validation, attestation, and installed-package checks. The hosted service releases separately.
A valid connection with no websites returns an empty list and a setup link. Installation guidance keeps website editing access, visitor consent, and received recordings separate.
You can run it two ways:
npx -y @hootlens/mcp (this package), for clients that can launch a stdio server.https://mcp.hootlens.com/mcp, for clients that support remote MCP servers. Nothing to install; you sign in with Hoot Lens in your browser.The tool catalog depends on the release and selected toolsets. Source 1.4.0 keeps customer tools discoverable before their optional permissions are granted. Discovering a tool grants no access: the API checks the credential, current site permissions, and requested action every time. Earlier releases may hide tools whose scopes are missing. Check the installed version and inspect tools/list on your actual connection. whoami is available as a CLI command and an MCP connection-check tool; doctor requires 1.2.0 or later.
The read toolset includes explain_snags. When the site has AI explanations enabled, a request can send aggregated counts to the explanation provider and use the site owner's monthly account AI allowance. Inspect its tool description before requesting explanations. Doctor reports this caveat without calling the tool.
review_improvements combines control snags, JavaScript errors, and funnel drop-offs with their actual count units, evidence windows, source coverage, and investigation steps. Source identities preserve page versions, revisions, variants, and devices. Replay moments require replay access and a retained recording.
list_finding_work and get_finding_work read saved decisions separately from current evidence. With explicit authorization and read plus annotation permission, update_finding_work can assign, snooze, dismiss, reopen, save a GitHub reference, or record a fix already deployed. list_finding_assignees returns eligible site teammates without email addresses. Revision checks protect concurrent work, and identical operation retries do not create a second change marker.
A saved GitHub link does not create an issue or establish merge or deployment. A reported deployed fix remains separate from the before-and-after outcome report, which states its own scope and sample limits. Source context and evidence windows can be passed to error and funnel inspection, including ordered funnel goal definitions. The API applies the current site permissions on every request.
sites:create permission and a release containing create_site.Pick one.
Browser sign-in (recommended). Run this once:
npx -y @hootlens/mcp login
Your browser opens Hoot Lens. Choose the projects and permissions to share, and approve. The sign-in is saved in the macOS Keychain, the Linux Secret Service (libsecret), or, where those are not available, a file (~/.config/hootlens-mcp/credentials.json, or %APPDATA%\hootlens-mcp\credentials.json on Windows). On POSIX systems the fallback uses owner-only mode flags. On Windows it relies on inherited profile ACLs; the package does not enforce an owner-only Windows ACL. Tokens are never printed.
If you have no site yet, enter your website in the connection screen. Creating that website and approving the assistant's access are separate decisions. You can share only the new site with read/replay access; account-wide permission to create future sites is optional. After returning to the assistant, ask it to retrieve the installation instructions for your platform. A connected account and a created site do not establish that the tracking tag is installed or receiving data.
Continue installation at website setup whenever you return. A ChatGPT connection can retrieve Hoot Lens instructions and evidence, but it cannot edit your website by itself. Use a coding agent with authorized repository access, install through your CMS, or hand the instructions to your developer. For a site requiring consent, connect an explicit recording choice before verifying that a recording arrives. Consent platform categories must expressly cover replay; analytics consent alone is not sufficient.
npx -y @hootlens/mcp whoami # who is signed in, scopes, projects, token expiry
npx -y @hootlens/mcp logout # delete the saved sign-in and end it at the server
login --scopes read,replay asks for fewer permissions (default: read replay annotate). On a remote machine without a browser, login prints the link; open it on a machine that can reach the CLI on 127.0.0.1 (for example through an SSH port forward of the port it names).
How long it lasts: access tokens last 1 hour and are renewed automatically. The renewal token lasts 30 days from its last use, so if you do not use the server for 30 days you must run login again. Disconnecting the app under Connected apps in the Hoot Lens dashboard ends the sign-in immediately. When a sign-in has ended, the server tells you to run npx -y @hootlens/mcp login.
Access key. In the dashboard, open Settings, AI assistant, and create a key for one project. Set it as HOOTLENS_PAT in the client's environment. When HOOTLENS_PAT is set it is used instead of the saved sign-in. A key belongs to one project and you can revoke it in the dashboard at any time. Prefer the browser sign-in on a personal machine and keys for CI or shared setups.
With version 1.2.0 or later, run:
npx -y @hootlens/mcp doctor --toolsets read,replay
npx -y @hootlens/mcp doctor --authenticated --toolsets read,replay --project YOUR_PROJECT_ID --json
The default checks public readiness and OAuth metadata plus local configuration. The second command explicitly sends the existing credential to /v1/access to check the selected site and grants. Neither command refreshes tokens, changes sign-in, reads recordings or calls MCP tools. A configured PAT overrides saved browser sign-in. For a custom HTTPS API, inspect the reported origin and explicitly add --trust-api https://YOUR_EXPECTED_API before the authenticated check.
Exit codes: 0 means the selected checks passed, 1 means a service or access check failed, and 2 means the options or configuration are invalid. JSON includes schemaVersion, authenticatedMetadataVerified, check codes and recovery steps. investigationVerified stays false: ask your client for a finding and a timed narrative to prove an investigation. Doctor has a ten-second deadline and bounded response bodies; its scope is the local stdio configuration, not a remote client's saved sign-in or support for interactive views.
With version 1.1.0 or later, opt in with login --scopes read,replay,annotate,sites:create. The verified account owner must explicitly approve site creation for all sites in the browser. The permission is never included in default login scopes. Personal access tokens, anonymous demo connections, and project-pinned connections cannot create sites. Source 1.4.0 advertises create_site on normal unpinned connections before permission is granted, so assistants can discover the action. Hosted clients that support tool-level OAuth can request that permission when the tool is called. Otherwise, reconnect and approve the requested scope explicitly. Inspect tools/list on your actual connection.
Call create_site with name, exact HTTPS origins, and one stable idempotencyKey (8 to 128 printable ASCII characters, such as a UUID). Use the same key and site arguments after a timeout or network failure within 24 hours. Idempotency protection expires after 24 hours; inspect list_projects for the intended site before creating again. The API enforces the plan's available site slots atomically. New sites use balanced privacy by default (strict is optional) and require consent. The result gives a project ID and platform-specific installation instructions. Install on public pages, arrange consent, then call check_install; creation alone does not prove recording works. If the install instructions are unavailable, use get_install_snippet for the returned project ID instead of creating another site.
start_setup and check_setup provide an email-confirmed alternative when the user explicitly requests it. The hosted MCP connector requires sign-in before either tool can be called. The public REST onboarding endpoints allow an owner to begin email confirmation without an existing account, but that is a separate entry path. The local stdio launcher also needs its configured sign-in or access key. Do not use email setup to bypass the connector's authorization, and never open the owner's confirmation link on their behalf.
The commands below use the local server. Replace YOUR_PROJECT_ID if you want to pin one project (optional; see Project pinning). If you did not run login, add your HOOTLENS_PAT as shown in each example.
Local:
claude mcp add --transport stdio hootlens -- npx -y @hootlens/mcp
claude mcp add --transport stdio --env HOOTLENS_PAT=hl_pat_... hootlens -- npx -y @hootlens/mcp --project YOUR_PROJECT_ID
Hosted (then run /mcp inside Claude Code to sign in):
claude mcp add --transport http hootlens "https://mcp.hootlens.com/mcp"
Add --scope project to share the entry with your team through .mcp.json, or --scope user for all your projects.
Add to .cursor/mcp.json in a project, or ~/.cursor/mcp.json for all projects.
Local:
{
"mcpServers": { "hootlens": { "type": "stdio", "command": "npx", "args": ["-y", "@hootlens/mcp"], "env": { "HOOTLENS_PAT": "${env:HOOTLENS_PAT}" } } } }
Leave out env to use the saved sign-in from login.
Hosted:
{
"mcpServers": { "hootlens": { "url": "https://mcp.hootlens.com/mcp" } } }
Add to .vscode/mcp.json (the top-level key is servers, not mcpServers).
Local:
{
"inputs": [ { "type": "promptString", "id": "hootlens-pat", "description": "Hoot Lens access key", "password": true } ], "servers": { "hootlens": { "type": "stdio", "command": "npx", "args": ["-y", "@hootlens/mcp"], "env": { "HOOTLENS_PAT": "${input:hootlens-pat}" } } } }
Leave out inputs and env to use the saved sign-in fr
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요