프로토타입 · 미리 보기: 공식 레지스트리의 모든 서버를 담고 있으며 30분마다 동기화해요. 리뷰와 계정 기능은 다음 단계에서 열려요.
PopNx MCPAI를 쓰는 사람을 위한 MCP 서버 · 쉬운 말로 설명해요

Once

제작자: stringsofthemind-oss버전 0.2.1i★ –i내 컴퓨터에서 실행
레지스트리 이름io.github.stringsofthemind-oss/once

설치

개요

제작자가 쓴 설명(영어 원문)

Developer assessment/setup MCP; admitted Once boundaries protect writes, not sibling connectors.

PopNx MCP의 세 기둥

이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.

할 수 있는 일

이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.

  • 연결 방식: 내 컴퓨터에서 실행
  • 전송 방식: stdio
  • 카테고리: 기타
  • 입력해야 할 값: ONCE_API_KEY

설치

쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.

설치하기 전에

비밀로 표시된 값은 내 계정의 열쇠예요. 절대 다른 사람과 공유하거나 채팅에 붙여 넣지 마세요.

필요한 것

  • npmNode.js 설치(npx 명령어용)

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": {
    "once": {
      "command": "npx",
      "args": [
        "-y",
        "@once-agent/mcp"
      ],
      "env": {
        "ONCE_API_KEY": "your-value"
      }
    }
  }
}

터미널에서 이 명령어를 실행하세요

claude mcp add once --env ONCE_API_KEY=your-value -- npx -y @once-agent/mcp

실행하기 전에 빈 값을 채워 주세요.

Cursor에서 열기

또는 설정을 직접 복사하기

프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요

{
  "mcpServers": {
    "once": {
      "command": "npx",
      "args": [
        "-y",
        "@once-agent/mcp"
      ],
      "env": {
        "ONCE_API_KEY": "your-value"
      }
    }
  }
}

브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.

VS Code에서 열기

또는 설정을 직접 복사하기

프로젝트의 .vscode/mcp.json에 붙여 넣으세요

{
  "servers": {
    "once": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@once-agent/mcp"
      ],
      "env": {
        "ONCE_API_KEY": "your-value"
      }
    }
  }
}

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.

직접 입력할 값

  • ONCE_API_KEY 비밀 env
    Optional key for Cloud checks. Without it once_verify_connection reports Cloud unconfigured/unverified and preserves local diagnostics.

이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.

할 수 있는 일

내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.

기본 점검i

누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검

  • ✓ 통과

    제작자와 저장소 일치

    레지스트리 이름이 GitHub 계정 stringsofthemind-oss 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요

  • … 아직 점검 안 함

    계속 관리되고 있음

    아직 GitHub에서 이 저장소를 읽어 오지 않았어요

  • … 아직 점검 안 함

    라이선스 있음

    아직 GitHub에서 이 저장소를 읽어 오지 않았어요

  • – 해당 없음

    엔드포인트 응답

    내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요

  • – 해당 없음

    OAuth로 로그인

    내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요

  • … 아직 점검 안 함

    도구 설명에 숨겨진 지시 없음

    내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요

기타 카테고리의 다른 서버와 비교i

  • 이 카테고리의 다른 서버 32572개 중 0%보다 스타가 많아요
  • 이 카테고리의 다른 서버 32572개 중 57%보다 최근에 레지스트리에 공개됐어요
  • 기본 점검 결과가 이 카테고리의 다른 서버 32572개 중 100%와 같거나 더 좋아요

레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.

자주 묻는 질문

Once, 안전한가요?

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.

어떤 키나 코드가 필요한가요?

입력해야 할 값: ONCE_API_KEY

내 컴퓨터에서 실행되나요, 클라우드에서 실행되나요?

내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).

아직 관리되고 있나요?

GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.2.1)은 30일 전 레지스트리에 올라왔어요.

어떤 앱에서 쓸 수 있나요?

Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.

대신 쓸 수 있는 건 뭐가 있나요?

같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, AvaHR

대안

같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.

카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i

Spec Driven Development

제작자: formulahendry

MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.

내 컴퓨터에서 실행★ 440MIT14개월 전 업데이트
설치

Remote Desktop Commander

제작자: desktop-commander

Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.

클라우드에서 실행★ 211어제 업데이트
설치

AvaHR

제작자: avahr.com

Read hiring data and create inactive assessment and questionnaire drafts for human review.

클라우드에서 실행오늘 업데이트
설치

제작자의 README

README 열기

제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.

Once: your agent sent the refund. The response disappeared. Should it try again?

A provider can commit an action before the caller receives its response. Blind retry can refund twice. Once remembers one logical operation, replays confirmed results, and blocks another write while the original outcome is unknown.

See it happen in under five minutes

Node.js 24.15+. No account, API key, or financial transaction. The proof uses the published SDK and a controlled local HTTP provider with its own effect journal.

From this checkout:

npm install --no-save --package-lock=false @once-agent/sdk@0.1.25

node examples/first10/prove.mjs

WITHOUT ONCE: acknowledgement lost; fresh-process retry -> 2 provider writes

CONFIRMED: 1 provider write; restart replay; changed £50 -> £80: CONFLICT, 0 additional writes RETRY BLOCKED — ORIGINAL OUTCOME UNKNOWN The refund may already have succeeded. Once sent no second request. LOST-ACK: 1 provider write; UNKNOWN -> CONFIRMED; recovered refund_1 PASS

Every stage checks the separate provider's HTTP counter against its effect journal. Evidence is retained in the printed directory. This proves the controlled fixture, not a real payment provider. Complete instructions, download path and recording recipe.

Protect one of your own operations

Natural Placement: wrapTool replaces a host-owned async callback. You explicitly own identity and effect fields; no semantic decision is silently inferred.

import { wrapTool } from "@once-agent/sdk";

const safeRefund = wrapTool(refundCustomer, { operationId: x => ${x.tenantId}:refund:${x.refundIntentId}, effect: x => ({ tool: "payments:reviewed-account:refund", args: x }), statePath: "./durable/operations.sqlite", reconcile: lookupAuthoritativeRefund, });

The callback and lookup are your reviewed provider functions. Inspect every argument, bind full account/tenant authority and all effect-bearing fields, and exclude Authorization credentials. Route every write through the wrapper. Internal callback retries remain outside the boundary. The lookup returns {status: "CONFIRMED", result} only from authoritative provider truth, otherwise {status: "UNKNOWN"}. If unsupported, omit reconciliation and UNKNOWN remains blocked.

Local SQLite requires a persistent shared file on one machine, Node 24.15+, and distinct IDs for genuine new intents. Multiple legitimate partial refunds need distinct refund-intent IDs. Complete integration guide.

The ledger is part of execution authority. Changing, deleting, replacing, resetting, rolling back or switching valid ledgers may permit an effect to execute again. The same filesystem path does not prove the same history. Fresh provisioning is separate from restart; preserve the original consistent SQLite state and do not reinitialize missing expected state. UNKNOWN blocking does not repair lost history. See MCP compatibility and continuity.

When you need Once — and when you do not

Evaluate Once when a consequential external write may be retried, its outcome can become ambiguous, and another effect would matter. Refunds, bookings, messages and tickets are examples, not automatic provider support.

If a provider idempotency key completely solves your operation, use it. If a Postgres unique constraint completely solves it, use it. If repetition is harmless, you probably do not need Once. Keep native idempotency even with Once. Once does not replace your database, framework, queue, or Temporal and does not promise universal exactly-once execution.

UNKNOWN is protection: the original action may have succeeded. Retain its identity and durable state; perform an authoritative read-only lookup. Never mint a new ID or bypass Once to force progress. Even an absence observation does not automatically permit local redispatch.

LangGraph checkpoint replay evidence

Deterministic local LangGraph JS checkpoint replay resumed the same checkpoint twice while the first tool call was still running. The unprotected path produced 2 provider effects; the Once-protected path produced 1, counted from a separate loopback HTTP provider's append-only log using published SDK 0.1.25.

Limits: this is not a LangGraph Cloud reproduction or a test of the reported ~180s sweeper. Protection used one persistent shared same-machine SQLite authority; separate ephemeral Cloud ledgers are outside this evidence. No universal exactly-once claim or Cloud bug fix is established.

Run and inspect the reproduction · Merged proof PR #295 · Volunteer for one bounded Cloud test. Independent Cloud evidence is still sought; a local fixture PASS is not adoption.

Find a candidate

SDK 0.1.25 includes read-only once check [directory] and once prove for the controlled refund fixture. Run npx --yes --package=@once-agent/sdk@0.1.25 once prove for the one-command proof. once doctor remains the detailed assessment path. Scan and installation do not activate protection; the fixture never executes your code.

Website · Quickstart · Evidence · FIRST 10 plan and ledger


Deeper semantics, integrations, architecture and historical evidence

@once-agent/sdk

Natural Placement (introduced in SDK 0.1.24): wrapTool(callback, semantics) protects a

host-owned tool callback using the existing local safety engine. Supply stable

logical identity, complete effect/account binding and authoritative reconciliation.

Requires Node.js 24.15+ and one durable same-machine SQLite authority; UNKNOWN

blocks redispatch. Opaque callback retries and connector-only model access remain

outside this boundary. See the integration examples.

Automatic Connect: @once-agent/sdk@0.1.25 publishes the tested

@once-agent/sdk/connect path for classifying supported agent tools as

BYPASS, PROTECT, or fail-closed UNKNOWN, then wiring whole local tool

registries with trusted logical identity and effect binding. It also includes

direct OpenAI Agents FunctionTool wrapping. See

the automatic Connect guide.

Local protection: protectLocal protects an existing async function on one

machine without an API key or registered provider and is available in

@once-agent/sdk. See the

local function guide for its exact

safety boundary and a first effect-count check.

Start here: Run the ungated retry simulation or

verify your first protected action locally.

The simulation does not execute the SDK; the local guide uses the installed SDK

and a controlled fake provider, including fresh-process and UNKNOWN checks.

Once — AI Agent Execution Safety

MCP idempotency and safe retries for consequential AI agent writes.

Once helps protect supported refunds, bookings, payments and other externally visible side effects from unsafe duplicate execution after ambiguous timeouts, lost responses and retries.

  • Website: https://onceexec.com/
  • Automatic Connect guide: docs/CONNECT_AUTO.md
  • MCP idempotency guide: https://onceexec.com/mcp-idempotency/
  • AI agent retry safety: https://onceexec.com/ai-agent-retry-safety/
  • TypeScript SDK: @once-agent/sdk@0.1.25
  • Python SDK: once-agent-sdk==0.1.1
  • MCP package: @once-agent/mcp@0.2.1

Existing OpenAI/Claude plugin launchers remain pinned to their previously reviewed MCP 0.1.5. This MCP release does not release a new plugin or enable the private experimental GitHub adapter.

  • MCP Registry: io.github.stringsofthemind-oss/once
npx -y @once-agent/mcp

If an agent can change external state and may retry after an ambiguous outcome, evaluate Once.

Automatic agent-tool protection

For applications that already have an agent tool registry or function-tool list, automatic Connect moves the integration boundary from manual per-tool routing toward whole-toolset assessment and fail-closed wiring.

import {

connectLocalAgentToolsetAuto } from "@once-agent/sdk/connect";

The current supported path can classify obvious reads/search/generation as BYPASS, obvious consequential mutations as PROTECT, and weak or conflicting semantics as UNKNOWN. UNKNOWN is never treated as permission to bypass Once. Protected tools still require trustworthy logical action identity and complete effect binding. Automatic local protection uses durable same-machine SQLite on Node.js 24.15+; it is not a multi-host or universal exactly-once guarantee.

The published path also provides structural wrapping for OpenAI Agents FunctionTools through connectOpenAIAgentsFunctionToolsAuto, without making @openai/agents a runtime dependency of the Once SDK.

Reproduced across frameworks

Different framework. Different retry machinery. Same one-effect invariant.

Once's framework-neutral safety boundary has been exercised against independent execution models and retry mechanisms.

Evidence labFailure boundaryWithout protectionWith Once
LangGraph hostile-retry labStateGraph + SqliteSaver, hard process death, fresh-process resumenaive retry can produce 2 external effects1 external effect, reconciliation to CONFIRMED
CrewAI hostile-retry labnative BaseTool → structured-tool execution, hard process death, fresh-process redispatchcontrol produces 2 external effects1 external effect, reconciliation to CONFIRMED
Agno hostile-retry labAgent(retries=2), successful tool followed by model HTTP 500control produces 3 external effectsreleased @once-agent/sdk@0.1.12 receives all 3 calls and commits 1 external effect

The LangGraph and CrewAI labs also exercise the ambiguous-outcome path:

external effect commits

↓ acknowledgement / process is lost ↓ provider truth unavailable ↓ UNKNOWN ↓ execution fails closed ↓ provider truth later returns ↓ UNKNOWN → CONFIRMED ↓ no second external effect

The recovery core used by those experiments is the same framework-neutral implementation under sdk/python/src/once_agent/.

Checkpoint state tells you what the workflow remembers. Reconciliation tells you what reality did.

What this demonstrates

The tested safety boundary preserved the one-effect invariant under the measured framework failure models without requiring the framework itself to stop retrying.

This is not a claim of universal "exactly once" execution. Safe recovery still depends on durable operation identity, durable state, and authoritative provider reconciliation or equivalent downstream guarantees where the outcome is ambiguous.

Framework integrations

  • OpenAI Agents — safe retries for consequential tool calls
  • Vercel AI SDK — safe retries for consequential tool calls
  • LangChain / LangGraph — safe retries for consequential agent tools
  • CrewAI — safe retries for consequential agent tools
  • Microsoft Agent Framework — safe retries for consequential agent tools
  • Agno — hostile-retry evidence

MCP host integrati

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