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LetsFG MCP工具 是一款基于 Python 开发的开源工具,专注于 MCP工具、航班预订、AI Agent 等核心功能。作为 GitHub 开源项目,它拥有活跃的社区支持和持续的版本迭代,代码完全透明可审计,支持本地部署以保护数据隐私。无论是个人使用还是集成到企业工作流,都能提供稳定可靠的解决方案。
LetsFG MCP工具 是一款基于 Python 开发的开源工具,专注于 MCP工具、航班预订、AI Agent 等核心功能。作为 GitHub 开源项目,它拥有活跃的社区支持和持续的版本迭代,代码完全透明可审计,支持本地部署以保护数据隐私。无论是个人使用还是集成到企业工作流,都能提供稳定可靠的解决方案。
# 方式一:pip 安装(推荐)
pip install letsfg
# 方式二:虚拟环境安装(推荐生产环境)
python -m venv .venv
source .venv/bin/activate # Windows: .venv\Scripts\activate
pip install letsfg
# 方式三:从源码安装(获取最新功能)
git clone https://github.com/LetsFG/LetsFG
cd LetsFG
pip install -e .
# 验证安装
python -c "import letsfg; print('安装成功')"
# 命令行使用
letsfg --help
# 基本用法
letsfg input_file -o output_file
# Python 代码中调用
import letsfg
# 示例
result = letsfg.process("input")
print(result)
# letsfg 配置文件示例(config.yml) app: name: "letsfg" debug: false log_level: "INFO" # 运行时指定配置文件 letsfg --config config.yml # 或通过环境变量配置 export LETSFG_API_KEY="your-key" export LETSFG_OUTPUT_DIR="./output"
Human users: Use letsfg.co and search flights instantly in your browser: <div align="center">
| Package | Command | What you get |
|---------|---------|--------------|
| Python SDK + CLI | pip install letsfg | SDK + CLI (run letsfg auth once for free search) |
| MCP Server | npx letsfg-mcp | Claude, Cursor, Windsurf (run letsfg auth once) |
| JS/TS SDK | npm install -g letsfg | SDK + CLI + open-source ranking engine |
| Remote MCP | https://letsfg.co/developers/api/mcp | No install (API key required) |
| Agent Skill | npx skills add LetsFG/LetsFG | Install flight search skill for any AI agent (skills.sh) |
| Smithery | smithery.ai/servers/letsfg | One-click MCP install |
---
result = await search_local("GDN", "BCN", "2026-06-15") for offer in result.offers[:5]: print(f"{offer.airlines[0]}: {offer.currency} {offer.price}") ``` ---
pip install letsfg
letsfg auth # one-time Twitter/X challenge → 90-day Bearer token
letsfg search LHR BCN 2026-06-15
One auth step, then searches are free for 90 days — no install of browsers, no scrapers. The search runs on our servers.
letsfg search LHR JFK 2026-06-15 --cabin C # cabin class: M economy, W premium, C business, F first
Booking from CLI search: you get a letsfg.co booking link, not a direct airline URL. Unlock it through the letsfg.co concierge checkout (1% fee, min $3) to reveal the airline link. Want direct airline URLs with no fee? Use the Developer API below.
For products and teams. Prepaid credits, results in seconds, direct airline booking URLs with no concierge fee — plus /discover (20 destinations in one call, 1 credit), async polling, NL query parsing, and a free sandbox.
```bash
curl -X POST https://letsfg.co/developers/api/v1/agents/register \ -H "Content-Type: application/json" \ -d '{"agent_name":"my-agent","email":"you@example.com"}' curl -X POST https://letsfg.co/developers/api/v1/flights/search \ -H "X-API-Key: trav_..." \ -H "Content-Type: application/json" \ -d '{"origin":"LHR","destination":"BCN","date_from":"2026-06-15"}'
Pricing: $0.50/search for the first 10 each month, $0.20 for 11–1,000, $0.10 beyond. Minimum top-up $5. Test for free in the sandbox first. Full docs: [letsfg.co/developers/api/docs](https://letsfg.co/developers/api/docs).
<details>
<summary><strong>Full search → unlock → book flow</strong></summary>
bash
from letsfg import LetsFG
bt = LetsFG() # reads LETSFG_API_KEY from env
flights = bt.search("LHR", "JFK", "2026-04-15")
print(f"{flights.total_results} offers, cheapest: {flights.cheapest.summary()}")
import { LetsFG } from 'letsfg';
const bt = new LetsFG({ apiKey: 'trav_...' });
const flights = await bt.search('LHR', 'JFK', '2026-04-15');
console.log(`${flights.totalResults} offers`);
```python from letsfg.local import search_local
| Command | Description |
|---------|-------------|
| letsfg auth | One-time Twitter/X challenge → saves 90-day Bearer token |
| letsfg search <origin> <dest> <date> | Search flights (free after letsfg auth) |
| letsfg register | Register an account for the Developer API |
| letsfg setup-payment | Attach a payment method (required for unlock) |
| letsfg recover --email <email> | Recover lost API key via email |
| letsfg locations <query> | Resolve city/airport to IATA codes |
| letsfg unlock <offer_id> | Confirm live price & pay unlock fee (1% of ticket, min $3) |
| letsfg book <offer_id> | Book the flight |
| letsfg me | View profile & usage stats |
All commands accept --json for structured output and --api-key to override the env variable.
---
letsfg auth (once) → Bearer token (90-day) → Search (free) → Unlock & Book via letsfg.co
1. Auth — letsfg auth runs the Twitter/X challenge: POST /api/agent-access/request → post the printed tweet → POST /api/agent-access/verify. Token saved to ~/.letsfg/config.json, valid 90 days.
2. Search — letsfg search LHR BCN 2026-06-15 calls POST https://letsfg.co/api/search, polls until done (60–90 s), and applies the open-source ranking algorithm locally.
3. Unlock & Book — booking links go through letsfg.co (1% concierge fee, min $3). Stripe card or MPP crypto accepted.
Twitter/X challenge → Bearer token (90-day) → POST /api/search → poll GET /api/results/<id>
1. Get a Bearer token — POST /api/agent-access/request → post the tweet → POST /api/agent-access/verify { "challenge_code": "..." }. Token valid 90 days.
2. Search — POST https://letsfg.co/api/search with Authorization: Bearer <token>. Returns { search_id }. Poll GET /api/results/<search_id> every 10 s until status: "done".
3. Unlock & Book — booking links go through letsfg.co (1% concierge fee, min $3).
Register → Fund balance → Discover or Search (credits) → Direct booking URL (no checkout)
1. Discover — POST /flights/discover with up to 20 destinations, get indicative prices sorted cheapest-first. 1 credit, 2–5 s. Use to rank options before committing to a full search.
2. Full search — POST /flights/search (blocking) or /flights/search/async (non-blocking + poll). 1 credit, 60–90 s.
3. Book — each offer includes a direct airline booking_url. No concierge fee, no checkout step.
<details>
<summary><strong>Virtual interlining</strong></summary>
The server-side engine builds cross-airline round-trips by combining one-way fares from different carriers. A Ryanair outbound + Wizz Air return can save 30-50% vs booking a round-trip on either airline alone.
</details>
<details>
<summary><strong>City-wide airport expansion</strong></summary>
Search a city code and LetsFG automatically searches all airports in that city. LON expands to LHR, LGW, STN, LTN, SEN, LCY. NYC expands to JFK, EWR, LGA. Works for 25+ major cities worldwide.
</details>
---
We searched 5 routes on Google Flights and LetsFG on the same day (June 15, 2026). Same airline, same itinerary — LetsFG was cheaper every time: | Route | Airline | Google Flights | LetsFG | You Save | |-------|---------|---------------|--------|----------| | LAX → Paris (CDG) | WestJet, 1 stop | $723 | $687 | $36 | | Warsaw → Bali (DPS) | Etihad, 1 stop | $876 | $842 | $34 | | SFO → London (LHR) | WestJet, 1 stop | $669 | $636 | $33 | | Chicago → Miami | Spirit, nonstop | $120 | $114 | $6 | | London → Barcelona | Vueling, nonstop | $62 | $56 | $6 | | LA → New York (JFK) | Frontier, 1 stop | $125 | $124 | $1 | > $116 saved across 6 flights. Google Flights inflates further on repeat searches. LetsFG returns the raw airline price every time. Why the difference? Google Flights only searches its own limited set of airline partners. LetsFG searches everywhere — Skyscanner, Kiwi, Kayak, Momondo, plus direct airline websites (Ryanair, United, Southwest, EasyJet, Spirit, Norwegian, AirAsia, and hundreds more). More sources = better prices. And unlike travel websites, LetsFG returns the raw price with zero markup, no tracking, no inflation. ---
架构完善���Agent工具,解决实际痛点。代码质量好,社区活跃度高,但需关注支付安全合规。
该工具使用 NOASSERTION 协议,商用场景请仔细阅读协议条款,必要时咨询法律意见。
AI Skill Hub 为第三方内容聚合平台,本页面信息基于公开数据整理,不对工具功能和质量作任何法律背书。
建议在沙箱或测试环境中充分验证后,再部署至生产环境,并做好必要的安全评估。
📄 NOASSERTION — 请查阅原始协议条款了解具体使用限制。
经综合评估,LetsFG MCP工具 在AI工具赛道中表现稳健,质量优秀。如果你已有明确的使用需求,可以直接上手体验;如果还在评估阶段,建议对比同类工具后再做决策。
| 原始名称 | LetsFG |
| 原始描述 | 开源MCP工具:Agent-native flight search & booking. Saved $116 across 5 routes vs Google Fligh。⭐1.1k · Python |
| Topics | MCP工具航班预订AI AgentPython开源 |
| GitHub | https://github.com/LetsFG/LetsFG |
| License | NOASSERTION |
| 语言 | Python |
收录时间:2026-05-16 · 更新时间:2026-05-19 · License:NOASSERTION · AI Skill Hub 不对第三方内容的准确性作法律背书。