Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Ocean & multimodal freight intelligence: rates, landed cost, transit, customs, risk, ship decisions
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Works in Claude on the web, desktop and mobile:
https://freight-pulse-mcp.vercel.app/mcpRun this in your terminal
claude mcp add --transport http freight-pulse https://freight-pulse-mcp.vercel.app/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"freight-pulse": {
"url": "https://freight-pulse-mcp.vercel.app/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"freight-pulse": {
"type": "http",
"url": "https://freight-pulse-mcp.vercel.app/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://freight-pulse-mcp.vercel.app/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified with the GitHub account Baneado98, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (0.2.0) reached the registry 5 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, OpenTakeoff
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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.
Construction takeoff for AI agents: load plans, set scale, measure, count, export with provenance.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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