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)
Brazil exports/imports by HS code (ComexStat), soybean, coffee, supply-demand, climate, forecasts
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。
Authorization标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
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 …”。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
在终端中运行这条命令
claude mcp add --transport http kyrodata https://mcp.kyrodata.com/mcp --header 'Authorization: your-value'运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"kyrodata": {
"url": "https://mcp.kyrodata.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}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": {
"kyrodata": {
"type": "http",
"url": "https://mcp.kyrodata.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}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。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
你的选择通过 Cookie 保存在这台设备上,无需账户。
Authorization 机密 必填 HTTP header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6日
注册名称已通过域名 kyrodata.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
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。
你需要填写:Authorization
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(1.0.17)于31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, LickityClick
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.
Create, edit and track LickityClick short links, campaigns and click stats from your AI assistant.
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。
Brazilian trade, crop and commodity data over MCP
Kyrodata is a remote Model Context Protocol server. There is nothing to install or run: point your agent at the hosted endpoint and give it your API key.
https://mcp.kyrodata.com/mcp
Ask in plain language — *"how did Brazil's coffee exports do this year against last?"* — and get the measured figure, the window it covers, and the source behind it.
Create one at kyrodata.com/user/api-keys. It is shown only once. Queries spend the credits already included in your plan — the connector is not a separate subscription.
Any agent that accepts a header (Cline, Claude Code, Cursor, VS Code, Codex, n8n, Zapier, Make):
{
"mcpServers": { "kyrodata": { "url": "https://mcp.kyrodata.com/mcp", "headers": { "Authorization": "Bearer YOUR_KYRODATA_API_KEY" } } } }
Command-line equivalents:
claude mcp add --transport http kyrodata https://mcp.kyrodata.com/mcp \
--header "Authorization: Bearer $KYRODATA_API_KEY"
codex mcp add kyrodata --url https://mcp.kyrodata.com/mcp \ --bearer-token-env-var KYRODATA_API_KEY
gemini mcp add --transport http --header "Authorization: Bearer $KYRODATA_API_KEY" \ kyrodata https://mcp.kyrodata.com/mcp
Chat assistants (claude.ai, ChatGPT) have no field for a key — they ask for your authorization instead. Add Kyrodata as a custom connector with the same URL and sign in when prompted. Walkthrough per client: [kyrodata.com/developers](https://kyrodata.com/en-US/developers?utm_source=github&utm_medium=readme&utm_campaign=mcp-directory).
Read-only tools over Brazilian foreign trade (MDIC/ComexStat), crop production, supply and demand balances, climate readings and commodity forecasts.
| Tool | What it answers |
|---|---|
kyrodata_search | Search the public trade catalog |
kyrodata_fetch | Open one public trade document by id |
kyrodata_resolve_entity | Resolve country, HS code or commodity |
kyrodata_compare_trade | Compare exports/imports between equal windows |
kyrodata_list_trade_series | Raw monthly trade series as rows |
kyrodata_list_trade_partners | Top partner countries with growth |
kyrodata_get_heading_overview | Overview of an HS heading (SH4) |
kyrodata_resolve_comparison_window | Build a like-for-like comparison window |
kyrodata_get_supply_demand_balance | Supply and demand balance sheet |
kyrodata_get_climate_reading | Climate reading and physical crop loss |
kyrodata_get_hub_summary † | Commodity hub summary and forecast verdict |
kyrodata_explain_pyramid_level † | Explain one level of the forecast pyramid |
kyrodata_run_report | Run one of the catalog reports |
kyrodata_get_data_coverage | Data coverage and latest closed month |
kyrodata_get_credit_balance | Credit balance and limits for this key (free) |
tools/list on the live endpoint is the authoritative list.
† The two price-forecast tools are part of an additional plan. Trade, climate and supply-and-demand tools are not.
bridge/server.py is a stdio-to-HTTP forwarder, and the Dockerfile packages it. This is not the server. The server is remote, and any client that speaks remote MCP should connect straight to the URL above — one hop fewer, nothing to install. The bridge exists for two cases only: a client that can only launch a local command, and a directory that will not score what it cannot build, start and introspect.
docker build -t kyrodata-mcp .
docker run -i --rm -e KYRODATA_API_KEY=kd_live_... kyrodata-mcp
It implements no tools of its own: initialize, tools/list and tools/call are forwarded verbatim, so there is no second copy of the catalogue here that could drift from the server. Zero third-party dependencies, and the key never goes into the image.
streamable-http. The deprecated HTTP+SSE transport is not served.401 — never 403.Authorization header. A key in a query string is not accepted, because query strings land in browser history and proxy logs.MIT for this repository's contents. The hosted service has its own terms.