Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Freight rate benchmarks (truckload, LTL, rail, intermodal, barge), market outlooks, FMCSA checks.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://mcp.freightfa.com/mcp터미널에서 이 명령어를 실행하세요
claude mcp add --transport http freightfa https://mcp.freightfa.com/mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"freightfa": {
"url": "https://mcp.freightfa.com/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"freightfa": {
"type": "http",
"url": "https://mcp.freightfa.com/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://mcp.freightfa.com/mcp메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
도구 이름과 설명은 서버가 2026년 11월 8일에 알려 준 그대로예요. 우리가 아니라 제작자가 쓴 글이고, 일반 텍스트로만 보여 드려요.
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.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 9일 점검
레지스트리에 소스 저장소가 없어서, 게시자(mcp.freightfa.com)와 코드를 맞춰 볼 수 없어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
2188ms 만에 응답(HTTP 200)
로그인 필요 없음
도구 설명 27개를 읽었고, AI에게 보내는 숨겨진 지시는 없었어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 3개 중 2개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.4.1)은 30일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Systemdox
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:↓ 주간 다운로드i★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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.
Your architecture in your agents' context: checks, specs, ADRs and docs over MCP, at write time.
저장소에서 README를 찾지 못했어요