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)
Read-only facts on AIAgentCycle: n8n automation, AI agents, integrations, prices, cases (NL/EN).
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://mcp.aiagentcycle.com/mcp在终端中运行这条命令
claude mcp add --transport http aiagentcycle https://mcp.aiagentcycle.com/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"aiagentcycle": {
"url": "https://mcp.aiagentcycle.com/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": {
"aiagentcycle": {
"type": "http",
"url": "https://mcp.aiagentcycle.com/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://mcp.aiagentcycle.com/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。
工具名称和描述与服务器在 2026年11月6日 报告的完全一致。这些内容由作者撰写,不是我们写的;我们以纯文本形式显示。
get_company_profileWho AIAgentCycle is: summary, legal name, location, founder, focus and approach. lang is nl or en. facts_verified tells whether the key facts still appear on the About page.
list_servicesAll public services and maintenance packages with indicative prices (excl. VAT, business clients). Each price carries price_verified: true if it still appears verbatim on the live pricing page.
get_serviceOne public service by id (ids come from list_services). An unknown id is an error.
search_knowledge_baseRanked full-text search over every page, solution, sector page, case, integration and article of aiagentcycle.com. Any word may match; documents matching more words rank higher. lang is nl or en. type optionally narrows to: article, page, integration, case, solution, sector. quer
get_documentFull text (Markdown) of one page, article, case, solution, sector or integration page, with its source url, language and last-modified date. Ids come from search_knowledge_base or list_documents.
list_documentsCatalogue of the website: id, type, title, url, last-modified date and a one-line summary per document. lang is nl or en. type optionally narrows to: article, page, integration, case, solution, sector.
list_integrationsThe integrations catalogue of aiagentcycle.com (190 systems): name, status, domain, category, description, open-source license and a detail-page url where one exists. Status: productie = already running in production at AIAgentCycle or a client; standaard = n8n has a built-in nod
get_faqFrequently asked questions about prices, maintenance and approach, verbatim from the pricing page. lang is nl or en.
list_casesPublished case studies (client and own projects) with title, summary and url. Read one in full with get_document. lang is nl or en.
get_contact_infoPublic contact route: email, phone/WhatsApp, contact page and the free assessment (scan) page. This server cannot send messages or book appointments.
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6日
注册名称已通过域名 aiagentcycle.com 验证(注册中心会核实域名所有权)
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
在 431 毫秒内响应(HTTP 200)
无需登录
已读取 10 个工具描述,未发现针对 AI 的隐藏指令
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 3 项适用的基础检查中通过了 3 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(0.3.2)于3天前进入注册中心。
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, Apify MCP Server
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.
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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。
Read-only Model Context Protocol server for aiagentcycle.com, a Dutch company that builds workflow automation, system integrations and AI agents on self-hosted n8n for small and medium-sized businesses.
AI agents can use it to answer questions about the company with up-to-date, sourced facts: services and prices, the 190 systems it integrates, case studies, the knowledge base and contact details. Content is mirrored from the website every hour, in Dutch (primary) and English.
https://mcp.aiagentcycle.com/mcp (Streamable HTTP, no login, read-only)com.aiagentcycle/aiagentcyclellms.txt, llms-full.txt, Markdown per page at /md/{id}.mdAdd it as a remote MCP server in any client that supports Streamable HTTP, for example in Claude Code:
claude mcp add --transport http aiagentcycle https://mcp.aiagentcycle.com/mcp
Or install the AIAgentCycle plugin from its repository marketplace:
/plugin install aiagentcycle --marketplace aiagentcycle/aiagentcycle-mcp
| Tool | What it returns |
|---|---|
search_knowledge_base | Ranked full-text search over every page, article, case, solution, sector and integration page |
get_document | Full Markdown text of one page, with source URL and last-modified date |
list_documents | Catalogue of the website by language and type |
list_integrations | The 190 systems AIAgentCycle connects, with status (in production, n8n built-in, custom), domain, category and open-source license |
list_services / get_service | Services and maintenance packages with indicative prices; each price is checked against the live pricing page (price_verified) |
list_cases | Published case studies |
get_faq | FAQ, verbatim from the pricing page |
get_company_profile | Who the company is; key facts checked against the About page (facts_verified) |
get_contact_info | Email, phone and the free assessment page. The server never sends messages or books appointments |
All tools are annotated readOnlyHint: true, return structured JSON, and log only a hash of their arguments.
sync/aac_mcp_sync.py pulls all public content from the WordPress REST API every hour. It also reads the integration catalogue from the published HTML and the FAQ from the FAQPage JSON-LD. The sync is fail-closed: a partial or broken site never replaces the previous knowledge base.verify strings that must appear verbatim on the live source page. If the site changes, the tools report price_verified: false and a daily check turns red.python -m venv .venv && .venv/bin/pip install --require-hashes -r requirements.txt
AAC_MCP_CONTENT=./content-published python -m aac_mcp --host 127.0.0.1 --port 8321 .venv/bin/python -m pytest -q
For an isolated container build, including directory scanners such as Glama:
docker build -t aiagentcycle-mcp .
docker run --rm -p 127.0.0.1:8321:8321 aiagentcycle-mcp
The regular command only binds to localhost. The container listens on its internal interface but the documented host mapping remains localhost-only. In production the server runs behind nginx with rate limiting and an Origin check. See deploy/ for the systemd units and the nginx config. SCHEMA.md describes the content files.
Built with FastMCP. Maintained by AIAgentCycle (Good Nature Vibe B.V., Oosterwolde, the Netherlands).
MIT, see LICENSE. The texts in content-published/ are AIAgentCycle's own business information; they are included as an example of the content format.