Context7
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제작자가 쓴 설명(영어 원문)
Local-first operational pulses, durable ticket memory, and governed connection discovery.
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.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"operations-pulse": {
"command": "npx",
"args": [
"-y",
"@openly-useful/operations-pulse-mcp"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add operations-pulse -- npx -y @openly-useful/operations-pulse-mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"operations-pulse": {
"command": "npx",
"args": [
"-y",
"@openly-useful/operations-pulse-mcp"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"operations-pulse": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@openly-useful/operations-pulse-mcp"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 도메인 openlyuseful.org 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.1.0)은 2개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
같은 카테고리에는: Context7, Codebase Memory, Exa
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
A local-first loop orchestrator for useful, explainable operations.
Operations Pulse turns recurring checks into evidence, evidence into durable tickets, and tickets into a reviewable operating memory. It runs without a paid service by default: Node.js, SQLite, Git, local files, and local logs are enough to get a useful pulse.
It is an Openly Useful project: useful things, openly made.
Use the live, credential-safe setup guide at operations-pulse-five.vercel.app.
operations-pulse skill for Codex and compatible agents.Requirements: Node.js 24 or newer. No API key is required for the default workflow.
npm install
npm run build node packages/core/dist/cli.js init node packages/core/dist/cli.js pulse run --root . node packages/core/dist/cli.js tickets list
Configure an optional read-only adapter without placing a credential in the repository, SQLite database, MCP argument, or chat transcript:
export OPERATIONS_PULSE_GITHUB_TOKEN='stored by your shell or secret manager'
node packages/core/dist/cli.js connections configure \ --id github --mode env-token \ --credential-env OPERATIONS_PULSE_GITHUB_TOKEN node packages/core/dist/cli.js connections test --id github node packages/core/dist/cli.js pulse run --root . --connections github
On a local machine already authenticated with the GitHub CLI, the zero-copy alternative uses that session only for the read-only check; its token is never stored or printed:
gh auth login
node packages/core/dist/cli.js connections configure --id github --mode github-cli node packages/core/dist/cli.js connections test --id github
The browser-based picker at apps/site generates these safe setup steps. It never collects credentials. Host OAuth remains in the host's own consent UI.
Run the MCP server over stdio:
npm run mcp
The database defaults to .operations-pulse/pulse.sqlite. Override it with OPERATIONS_PULSE_DB.
Operations Pulse is read-only unless a tool or command clearly says it writes. Pulse runs do not create tickets unless --create-tickets (or the equivalent MCP argument) is explicitly enabled. Connections are disabled until configured, credentials are never stored in the catalog, and externally visible or paid actions require a separate human approval boundary.
Connection records retain only an ID, non-secret settings, an endpoint, and an environment-variable reference. connections disconnect removes that reference from the local ledger. The initial adapters are read-only: IMAP unread-count metadata, GitHub identity, Linear viewer identity, Sentry project access, and PostHog project access. No remote mutation adapter ships in v0.1.
Run a bounded foreground heartbeat anywhere Node can run:
node packages/core/dist/cli.js heartbeat serve --interval-minutes 30 --root .
On macOS, inspect then explicitly install a user-level LaunchAgent:
node packages/core/dist/cli.js schedule plan --interval-minutes 30 --root .
node packages/core/dist/cli.js schedule install --confirm-install --interval-minutes 30 --root .
The scheduler is never installed by an MCP tool, a model response, or a page load. Removal requires schedule uninstall --confirm-uninstall.
packages/core — SQLite ledger and deterministic checks.packages/mcp — MCP stdio server.skill/operations-pulse — portable agent skill.plugins/openai/operations-pulse — generated Codex skill and MCP wrapper.plugins/claude/operations-pulse — generated Claude Code skill and MCP wrapper..agents/plugins/marketplace.json — repository-local Codex marketplace..claude-plugin/marketplace.json — repository-local Claude marketplace.mcp-registry/operations-pulse/server.json — staged official MCP Registry metadata.publisher/publisher.json — repository consumer mirror of the public publisher authority.agents — optional role definitions.catalog — tool and connection explanations shown at launch.docs — architecture, workflows, connection guide, and launch checklist.migrations — source inventory and sanitization decisions.vendor — attributed third-party skill packs, never silently merged.apps/site — dependency-free project site.This repository is being prepared for its first public release. The local-first core is the supported baseline. IMAP, GitHub, Linear, Sentry, and PostHog have read-only adapter tests; host OAuth requires a compatible host's native consent flow, and no remote write adapter is enabled by default.
Openly Useful is the publisher and developer brand. openlyuseful.org is the open-source, publisher, policy, security, and support surface; openlyuseful.com is the Studio/commercial surface. Openly Useful LLC is the planned legal entity and is not represented as formed or active. Openly Useful is currently operated by its founder as an individual, and the founder-owner has authorized external source and registry publication while formation proceeds.
The repository mirror at publisher/publisher.json consumes the published authority endpoint at https://openlyuseful.org/publisher/manifest.json. Provider manifests derive the public name, contact, namespaces, and policy URLs from that record. The repository URL in staged provider metadata is the planned public source at https://github.com/Openly-Useful/operations-pulse.
The canonical skill remains skill/operations-pulse. Provider wrapper copies are generated artifacts, not separately editable sources:
npm run registration:sync
npm run registration:check
The wrappers register the portable skill plus the immutable stdio command npx --yes @openly-useful/operations-pulse-mcp@0.1.0. They do not authenticate an account, install a scheduler, configure adapters, or collect credentials. The corresponding MCP Registry identity is org.openlyuseful/operations-pulse. After installing or upgrading the plugin, start a new Codex task or restart Claude Code so the host refreshes its MCP tools. By default the MCP database is .operations-pulse/pulse.sqlite under the host process working directory; set OPERATIONS_PULSE_DB in the host environment to choose an explicit path.
Local generation and validation are allowed. Public repository creation, package publication, MCP Registry submission, marketplace submission, installation, authentication, and deployment are separate external actions. Both publishable workspaces fail closed at prepublishOnly unless the exact founder-owner authorization, publisher identity, policy sources, namespace, package identity, and repository provenance match the public authority. LLC formation-pending is not itself an npm artifact blocker because Openly Useful is founder-operated and the authorization is explicitly effective during formation. Namespace verification, provider authentication, and provider review remain separate requirements for the relevant registry or provider workflow.