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)
Ocean & multimodal freight intelligence: rates, landed cost, transit, customs, risk, ship decisions
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://freight-pulse-mcp.vercel.app/mcp在终端中运行这条命令
claude mcp add --transport http freight-pulse https://freight-pulse-mcp.vercel.app/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"freight-pulse": {
"url": "https://freight-pulse-mcp.vercel.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": {
"freight-pulse": {
"type": "http",
"url": "https://freight-pulse-mcp.vercel.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://freight-pulse-mcp.vercel.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 Baneado98 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(0.2.0)于5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, Aiterm MCP
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.
Persistent terminals and one launcher for Claude, Codex, Grok, Cursor, and Antigravity harnesses.
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。
Ocean & multimodal freight intelligence suite for AI agents. One MCP server that answers *any* shipping question an importer, CFO, or supply-chain agent actually asks — from *"what's the spot rate Shanghai → LA?"* to *"what's my total landed cost with duty?"* to *"should I book this lane now or wait?"* — across 47 tools covering rates, total landed cost, transit reliability, customs, risk, emissions, and a unified ship decision.
Give it a lane, an HS code, a value — get back one trustworthy, cross-validated answer
with a confidence read, not one vendor's quote. The rate engine, port normalization,
customs logic, and the accumulating per-lane history all run server-side (the moat);
the npm package is a thin client.
Hosted endpoint: https://freight-pulse-mcp.vercel.app/mcp · streamable-HTTP, no signup for the free tier.
A single freight API returns one vendor's number with no second opinion and stops at the rate. freight-pulse goes the whole distance an importer needs:
💲 get_spot_rate → $5,442 / 40ft · confidence 🟢 80/100 · cross-validated from Drewry + FBX (spread 11%)
🧾 get_all_in_rate → $6,910 all-in (BAF, THC, doc, ISF, drayage folded in) 📦 get_landed_cost → $193,180 delivered (rate + 3.4% duty on HS 8516 + MPF/HMF + insurance) 🚢 ship_decision → BOOK NOW · rate stable-to-rising, equipment available, transit p90 within SLA
One agent call chain, one verdict. That's the difference between a freight API and a freight *agent*.
| Area | Tools |
|---|---|
| Rates & trend | get_spot_rate (FREE), get_lane_trend, get_all_in_rate, rate_benchmark (am I overpaying?) |
| Total cost | get_landed_cost, total_cost_ownership, customs_valuation, customs_optimization |
| Decision | ship_decision, simulate_scenario, compare_modes (air vs ocean), sourcing_analysis (China+1 / nearshoring) |
| Transit & risk | get_port_intel (congestion), lane_risk_index, disruption, contingency_plan, get_scorecard |
| Procurement | procurement_strategy, build_tender, evaluate_bids, select_provider (forwarder/3PL), record_performance |
| Customs & docs | required_documents, incoterm_responsibility, qualify_fta_origin, export_compliance, check_lc_documents |
| Carriers & equipment | carrier_recommendation, equipment_availability, booking_strategy, appointment_plan, dnd_strategy (demurrage & detention) |
| Inland & load | door_to_door, load_plan, pallet_plan, optimize_network, cold_chain |
| Finance & risk | payment_terms, fx_exposure, insurance_recommendation, inventory_optimization |
| Sustainability | carbon_footprint (GLEC/ISO 14083), decarbonization_roadmap, reverse_logistics |
| Monitoring | create_watch, check_watches, market_report, special_cargo |
get_spot_rate is free (the hook). The deep analytical tools are premium.
{
"mcpServers": { "freight-pulse": { "command": "npx", "args": ["-y", "freight-pulse-mcp"], "env": { // optional: unlock premium tools with a prepaid key "FREIGHT_PULSE_KEY": "fp_…", // optional: your own SeaRates key — cross-validated as a THIRD source, RAISES confidence "SEARATES_API_KEY": "…" } } } }
Or connect over HTTP at POST https://freight-pulse-mcp.vercel.app/mcp (streamable).
| Free | Pro | |
|---|---|---|
get_spot_rate (cross-validated rate + confidence + direction) | ✅ | ✅ |
| All 40+ analytical tools (landed cost, ship_decision, customs, risk, trend, …) | upsell preview | ✅ full result |
| Accumulating per-lane trend history | — | ✅ |
| Pay how | — | 🪙 x402 (USDC on Base) per call — agents pay automatically, no signup · or 💳 card via Stripe checkout for a prepaid key |
Two ways to pay a premium call:
Authorization: Bearer (or set FREIGHT_PULSE_KEY).freight-pulse is indicative market intelligence cross-validated from public freight indices and customs references — not a carrier quote or a booking. Always verify with your forwarder before committing. Drewry WCI and Freightos FBX publish weekly assessments; the optional SeaRates source is bring-your-own-key (it only raises confidence, never required).
The analysis engine — index fetching, port/HS normalization, cross-validation, the confidence model, customs/duty logic, and the per-lane history cache — runs server-side. The npm package is a thin client that forwards to the hosted service.
MIT · github.com/Baneado98/freight-pulse · Hosted at freight-pulse-mcp.vercel.app