Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Freight rate benchmarks (truckload, LTL, rail, intermodal, barge), market outlooks, FMCSA checks.
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.
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Works in Claude on the web, desktop and mobile:
https://mcp.freightfa.com/mcpRun this in your terminal
claude mcp add --transport http freightfa https://mcp.freightfa.com/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"freightfa": {
"url": "https://mcp.freightfa.com/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": {
"freightfa": {
"type": "http",
"url": "https://mcp.freightfa.com/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://mcp.freightfa.com/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.
Tool names and descriptions exactly as the server reported them on Nov 8, 2026. The maker wrote them, not us; we show them as plain text.
get_freight_briefStart here for any general freight market question. FreightFA's daily freight brief in one call, with no inputs: today's U.S. national truckload rates per mile (dry van, reefer, flatbed, all-in including fuel) and diesel, next week's truck rate outlook, truck capacity, how rail c
estimate_truckload_rateEstimate a full-truckload freight rate for a lane using FreightFA's rate engine. Returns a directional benchmark for planning. Each call counts as one estimate toward the account's monthly FreightFA allowance.
estimate_ltl_rateEstimate a less-than-truckload rate using FreightFA's CzarLite-basis tariff calculator. Returns a directional benchmark for planning. Each call counts as one estimate toward the account's monthly FreightFA allowance.
estimate_rail_rateEstimate a Class I carload rail freight rate for a commodity, distance, and weight. Pass origin and destination to check for active freight track near both ends (USDOT rail network): rail_access names the railroads nearby, and a lane with no track within 50 miles of an end return
estimate_intermodal_rateEstimate a door-to-door domestic intermodal (rail + truck) rate between two U.S. places: drayage to the nearest Class I ramp, the rail line-haul, and drayage from the destination ramp, with the ramps used. Says when a lane has no intermodal service. Each call counts as one estima
estimate_barge_rateEstimate an inland waterway barge freight rate for a bulk commodity, origin, destination, distance, and weight, from USDA's weekly downbound grain barge rates. Only priced when both ends are Mississippi/Illinois/Ohio River ports, the lane runs downriver, and the shipment is at le
recommend_modeRank the freight modes (dry van, reefer, flatbed, intermodal, rail, barge, dump truck) for a shipment between two U.S. places, with the reasons for each, and return the lane distance in miles. Use it first when you only have city names or ZIPs, then pass the distance to an estima
ask_freight_analystAsk FreightFA's AI freight analyst a question in plain language: lane rates, mode choice, capacity, fuel, carrier vetting, market news, or drafting an RFP. Answers cite their sources and can include a priced rate card. Pass session_id from a previous answer to continue the same c
get_market_snapshotToday's U.S. national truckload rates per mile for dry van, reefer, and flatbed (FreightFA all-in rate including fuel), FreightFA's live-quote index, and EIA diesel, each with its FreightFA as-of date and the change over the last 7 days. Use it for 'what are truck rates right now
get_market_outlookFreightFA's forecast for next week's U.S. national spot rate per mile (all-in including fuel) for dry van, reefer, or flatbed: the current weekly average, a p10/p50/p90 band, and whether rates look to be rising, falling, or stable, with the rationale and caveat. Omit the equipmen
get_rail_market_outlookHow U.S. rail carload prices are moving: the change in Class I railroads' average revenue per carload versus a year earlier, from their SEC filings (fuel surcharges included), for Agricultural or Industrial freight, with the outlook where it has passed a backtest. Omit the group
get_freight_index_outlookLatest reading and next-period outlook for a global freight index: drewry_wci (Drewry World Container Index, $/40ft container), baltic_dry_index (dry bulk shipping), tac_air_index (air cargo rates), or iata_jet_fuel (jet fuel price). Omit the index to get all four. A forecast ban
get_barge_outlookUSDA weekly downbound grain barge rates for the river corridor between two Mississippi, Illinois, or Ohio River places, with next week's outlook where it has passed a backtest. Says when the places aren't on a priced corridor. Does not count toward the allowance.
lookup_carrierVet a U.S. motor carrier from FMCSA SAFER data: operating authority, safety rating, insurance on file, driver and vehicle out-of-service rates, and FreightFA's report with concern assessment, risk explanations, and recommended verification checklist. Present the carrier details t
find_intermodal_hubsLook up U.S. intermodal rail hubs by city or state: which Class I railroads serve the metro, the named ramps to ask a carrier about, and notes. Leave both out to list every hub. Does not count toward the allowance.
explain_freight_termPlain-English definition of a freight market index, ratio, or charge from the FreightFA glossary: OTRI, OTVI, load-to-truck ratio, NTI, Cass Freight Index, RCAF, fuel surcharge, freight class, detention and demurrage, DIM weight, bill of lading, deadhead, accessorials, linehaul,
get_freight_newsFreightFA's newest freight news: FreightFA Pulse market stories and updates (truck, rail, ocean, industry), articles from The FreightFA Brief newsletter, videos, and podcast episodes. Returns titles, dates, short summaries and links, newest first. Filter by source or by a topic k
calculate_marginMargin on a load from the buy rate (carrier cost) and sell rate (what the shipper pays): margin in dollars and percent of sell, the per-mile spread when miles are given, and the sell price needed to hit a target margin. Pure arithmetic; does not count toward the allowance.
check_freight_billCompare what a shipper was billed (or quoted) for one truckload or LTL load with today's market price for the same lane. Use it when the user uploads, pastes, or describes a freight bill, carrier or broker invoice, or rate confirmation and asks whether the price is fair. Read the
draft_pushback_emailDraft an email to a broker or carrier pushing back on a truckload quote, using the market benchmark for the lane and this week's market direction. Set want_counter to true to also draft a counter-offer. If no benchmark is given, the national all-in rate for the equipment is used.
create_rfpCreate a draft freight RFP in the user's FreightFA account with up to 50 lanes, and benchmark each lane against the market. Returns the RFP id, a link to finish and send it in the RFP Builder, and each lane's benchmark. Free accounts can have one RFP.
list_rfpsList the signed-in user's RFP documents, newest first, with lane counts.
get_rfpFetch one of the signed-in user's RFP documents, including its lanes.
estimate_network_costPrice a supply chain of up to 10 legs (factory to port to warehouse to store, domestic or international) and total it, with each leg's mode, cost, and transit time. Saved to the user's Network Builder. Full costs are included with FreightFA Desk; other accounts can spend a one-ti
list_rate_alertsList the signed-in user's lane rate alerts.
create_rate_alertCreate a lane rate alert for the signed-in user. Notifies them when the benchmark crosses the threshold.
list_recent_searchesList the signed-in user's recent freight rate searches and the lanes they priced (website, chat and assistant), newest first, each with its price breakdown (linehaul, fuel, market quote, target, floor) and how often it was priced.
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 10, 2026
The registry lists no source repo, so we cannot match the publisher (mcp.freightfa.com) to the code
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
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Read 27 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 2 of 3 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 (0.4.1) reached the registry 31 days 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, Backup Radar MCP
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Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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