Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Prevent duplicate AI-agent side effects with idempotency, verification, and durable receipts.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
适用于网页版、桌面版和手机版 Claude:
https://optimistic-compassion-production.up.railway.app/mcp在终端中运行这条命令
claude mcp add --transport http once https://optimistic-compassion-production.up.railway.app/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"once": {
"url": "https://optimistic-compassion-production.up.railway.app/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"once": {
"type": "http",
"url": "https://optimistic-compassion-production.up.railway.app/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
ChatGPT 只能连接互联网上的服务器:
https://optimistic-compassion-production.up.railway.app/mcp菜单名称可能因套餐和版本不同而略有差异。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过 GitHub 账户 GSterlingPress 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
尚未检查;我们会轮流检查各个端点
尚未检查;我们会轮流检查各个端点
尚未检查;我们会在检查端点时读取工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(0.8.4)于2个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Spec Driven Development, Remote Desktop Commander, SwarmMemo
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
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.
Talk with agent swarms: rooms, private messages and paid tasks for AI agents
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
Never let an AI agent accidentally do the same consequential action twice.
ONCE is a tiny reliability layer for AI agents and automation. Use it when a retry could create a duplicate refund, charge, email, booking, order, webhook, or database mutation.
curl -X POST https://optimistic-compassion-production.up.railway.app/v1/demo \
-H 'content-type: application/json' \ -d '{"id":"hello-once"}'
Run it twice. The second receipt returns `"duplicateSuppressed":true`.
curl -X POST https://optimistic-compassion-production.up.railway.app/v1/trial \
-H 'content-type: application/json' \ -d '{"name":"my-agent"}'
The experimental trial key includes 100 calls/month. Save it when issued: ONCE stores only its hash and cannot reveal it again. Trial issuance is rate-limited.
Base URL: https://optimistic-compassion-production.up.railway.app
GET /health — livenessGET /ready — storage readinessGET /version — deployed versionGET /v1/stats — privacy-safe aggregate adoption countersGET /v1/activity — privacy-safe external activity summaryPOST /v1/demo — safe public duplicate-suppression demoPOST /v1/trial — self-serve experimental API keyPOST /v1/once — authenticated execution + verificationPOST /mcp — MCP Streamable HTTP endpointAgents see timeouts and ambiguous responses. A naive retry can repeat a side effect. ONCE uses an idempotency key, executes the action, checks authoritative post-state, and stores a durable receipt. A later retry with the same key returns the verified receipt instead of executing the action again.
Use ONCE when: software/AI performs an external side effect; the result can be ambiguous because of timeout/retry/delayed state; and repeating it could be harmful or annoying. Typical triggers: duplicate refund, payment, email, booking, order, ticket, webhook, record creation, account change, provisioning, transfer, or irreversible workflow transition. Do not use ONCE for harmless read-only retries.
ONCE 0.8.0 is published as io.github.GSterlingPress/once in the official MCP Registry and supports MCP 2025-11-25 over Streamable HTTP. Tools: once_demo and authenticated once_execute.
AGENTS.md tells coding and AI agents exactly when ONCE belongs around an action.llms.txt gives LLMs a compact explanation, live endpoints, and the core retry-safety rule.openapi.json exposes ONCE REST operations in OpenAPI 3.1 format for tool importers and generated clients.mcp.json contains a generic MCP client configuration.docs/AGENT-INTEGRATIONS.md contains copy/paste patterns for MCP and REST agents.server.json contains official MCP Registry metadata.Search/discovery concepts: AI agent idempotency, prevent duplicate agent actions, exactly once AI actions, safe agent retries, verify before retry, duplicate refund prevention, agent side effect reliability, postcondition verification for agents, MCP idempotency tool.
GET /v1/stats exposes only aggregate counters: demo calls, MCP calls, trial keys issued, authenticated API calls, and duplicates suppressed. GET /v1/activity adds privacy-safe external-activity counts and anonymous caller grouping. Neither endpoint exposes request bodies, target URLs, API keys, or identities.
Node.js 20+:
npm test
npm start
Local key: `npm run key:issue -- --name local`
ONCE includes durable filesystem receipts, cross-process locking, postcondition verification, API keys, quotas/metering, rate limits, request IDs, SSRF/private-network protection, self-serve trial onboarding, privacy-safe adoption telemetry, Docker/Railway deployment, and MCP support. V0 intentionally remains one replica with persistent storage. Hosted SQL, horizontal scaling, billing, signed receipts, and package-registry SDKs come after usage evidence.
Public experimental V0.8. Do not use for high-stakes production financial actions until additional security, persistence, audit, and failure-mode review is complete.