LetsFG/LetsFG

[Credential-related source omitted]

[Credential-related source omitted]

[Credential-related source omitted]

[Credential-related source omitted]

},     "description": "Flight and hotel search & booking for AI agents. Server-side engine covers every airline in the world with per-flight reliability history, plus real bookable hotel rates, refundable and non-refundable. Flights book fo

"description": "Flight and hotel search & booking for AI agents. Server-side engine covers every airline in the world with per-flight reliability history, plus real bookable hotel rates, refundable and non-refundable. Flights book for real:

"homepage": "https://letsfg.co",

"repository": "https://github.com/LetsFG/LetsFG"

If you are an agent searching or booking flights — even hundreds of them — you want **Programmatic Flight Search (PFS)**: connect LetsFG as an MCP server at `https://letsfg.co/mcp`, approve it (the consent at <https://letsfg.co/connect> is 

want **Programmatic Flight Search (PFS)**: connect LetsFG as an MCP server at `https://letsfg.co/mcp`, approve it (the consent at <https://letsfg.co/connect> is one tap and needs no card), then search and book. No

`https://letsfg.co/mcp`, approve it (the consent at <https://letsfg.co/connect> is one tap and needs

no card), then search and book. No billing account, nothing charged beyond the ticket price itself. Full guide: <https://letsfg.co/for-agents>.

<https://letsfg.co/for-agents>.

**API Base URL:** `https://letsfg.co` (PFS) · `https://letsfg.co/developers/api/v1` (Developer API)

|------|----------|-------|------| | **CLI / SDK / MCP** (PFS payment token) | **Almost every agent.** Search + booking | 8–10 s to first results; longer to `completed`, longer again on a split | Free auth, free search, no booking fee and n

| **Developer API** ([letsfg.co/developers](https://letsfg.co/developers)) | Business / commercial / high-volume | 2–5 s (discover) · 8–10 s to first results (full search) | Look-to-book: 200 searches free after every booking, then $0.01. B

**Quick decision:** - You are an agent that wants to search and book → **use the MCP / SDK / CLI** with a PFS token (connect through the hosted MCP, described below). This is almost certainly you. - You need guaranteed speed for a product o

- You need guaranteed speed for a product or account-level billing controls → **use the Developer API** at [letsfg.co/developers](https://letsfg.co/developers). Hotels work on either credential.

Minimum top-up: $5. Register at [letsfg.co/developers](https://letsfg.co/developers).

| Step | Cost | What You Get | |------|------|--------------| | **Auth** | FREE | One tap at <https://letsfg.co/connect>, no card. The card is saved at the first booking, in a 0.00 Revolut setup. No charge, no authorization hold. |

|------|------|--------------| | **Auth** | FREE | One tap at <https://letsfg.co/connect>, no card. The card is saved at the first booking, in a 0.00 Revolut setup. No charge, no authorization hold. | | **Search** | FREE | Price, times, dur

| **Auth** | FREE | One tap at <https://letsfg.co/connect>, no card. The card is saved at the first booking, in a 0.00 Revolut setup. No charge, no authorization hold. |

[Credential-related source omitted]

**cURL (PFS):**

curl -X POST https://letsfg.co/api/search \

[Credential-related source omitted]

[Credential-related source omitted]

[Credential-related source omitted]

while True:                                         # 4–11 minutes, poll every 20–30 s         time.sleep(25)         st = requests.post("https://letsfg.co/api/agent-book/status",

[Credential-related source omitted]

st = requests.post("https://letsfg.co/api/agent-book/status",

Other answers, all with `"charged": 0`: `{"error": "missing_details", "missing_fields": [...]}` — ask the person and call again; `{"error": "payment_method_required", "add_card_url": "https://letsfg.co/connect"}`;

"missing_fields": [...]}` — ask the person and call again; `{"error": "payment_method_required", "add_card_url": "https://letsfg.co/connect"}`; `{"error": "payment_declined", "add_card_url": "https://letsfg.co/connect"}`.

`{"error": "payment_method_required", "add_card_url": "https://letsfg.co/connect"}`;

`{"error": "payment_declined", "add_card_url": "https://letsfg.co/connect"}`.

[Credential-related source omitted]

[Credential-related source omitted]

[Credential-related source omitted]

`https://letsfg.co/mcp`. The client runs OAuth; the consent step

opens <https://letsfg.co/connect>: one tap, no card. The token the client

# Claude Code claude mcp add --transport http letsfg https://letsfg.co/mcp

claude mcp add --transport http letsfg https://letsfg.co/mcp

{   "mcpServers": {     "letsfg": { "url": "https://letsfg.co/mcp" }

"mcpServers": {     "letsfg": { "url": "https://letsfg.co/mcp" }   }

"letsfg": { "url": "https://letsfg.co/mcp" }

Claude: LetsFG is in Claude's official connector directory. Open <https://claude.ai/directory/letsfg>, add it and approve it. No URL to paste. Once added, it works in

<https://claude.ai/directory/letsfg>, add it and approve it. No URL to paste. Once added, it works in

ChatGPT: add it at chatgpt.com in a browser (the ChatGPT phone app has no way to add one): Plugins > Add > Add custom MCP server, URL `https://letsfg.co/mcp`, authentication OAuth, tick

Plugins > Add > Add custom MCP server, URL `https://letsfg.co/mcp`, authentication OAuth, tick

[Credential-related source omitted]

[Credential-related source omitted]

# cURL curl -X POST https://letsfg.co/developers/api/v1/agents/register \

curl -X POST https://letsfg.co/developers/api/v1/agents/register \

[Credential-related source omitted]

[Credential-related source omitted]

[Credential-related source omitted]

# cURL (raw HTTP)

curl -X POST https://letsfg.co/developers/api/v1/flights/search \

[Credential-related source omitted]

| `INVALID_PARAMETER` | validation | 422 | Field value out of range or wrong type | | `AUTH_INVALID` | business | 401 | Bearer token / API key missing or invalid | | `PAYMENT_REQUIRED` | business | 402 | No card on file. PFS: response inclu

| `AUTH_INVALID` | business | 401 | Bearer token / API key missing or invalid | | `PAYMENT_REQUIRED` | business | 402 | No card on file. PFS: response includes `add_card_url` (https://letsfg.co/connect) — connect the card there. Developer A

| `PAYMENT_REQUIRED` | business | 402 | No card on file. PFS: response includes `add_card_url` (https://letsfg.co/connect) — connect the card there. Developer API: `letsfg connect-payment`, then open the printed link. |

print("Started, poll /api/agent-book/status with:", booked["booking_ref"]) except BearerTokenError as e:     print("Re-connect at https://letsfg.co/connect:", e)

print("Re-connect at https://letsfg.co/connect:", e)

[Credential-related source omitted]

))     except BearerTokenError:         print("Token expired or revoked — reconnect at https://letsfg.co/connect")

except BearerTokenError:         print("Token expired or revoked — reconnect at https://letsfg.co/connect")         return None

print("Token expired or revoked — reconnect at https://letsfg.co/connect")

))         except BearerTokenError:             raise  # can't retry this — reconnect at https://letsfg.co/connect

raise  # can't retry this — reconnect at https://letsfg.co/connect

return booked  # {"booking_ref": ..., "state": "booking_in_progress", "held": {...}} — poll /api/agent-book/status             except BearerTokenError:                 raise  # can't retry — reconnect at https://letsfg.co/connect

raise  # can't retry — reconnect at https://letsfg.co/connect

1. Add LetsFG as a remote MCP server: `https://letsfg.co/mcp`

(Claude Code: `claude mcp add --transport http letsfg https://letsfg.co/mcp`;

Claude: add it from Claude's connector directory, <https://claude.ai/directory/letsfg>; ChatGPT: at chatgpt.com in a

browser, Plugins > Add > Add custom MCP server; Cursor / Windsurf: see    the MCP section above). 2. Approve the connection. The OAuth consent step opens <https://letsfg.co/connect>:

the MCP section above). 2. Approve the connection. The OAuth consent step opens <https://letsfg.co/connect>:    one tap, no card.

2. Approve the connection. The OAuth consent step opens <https://letsfg.co/connect>:

curl -s -X POST https://letsfg.co/api/agent-access/request

# → 402 {"error":"payment_method_required", #        "add_card_url":"https://letsfg.co/connect", #        "how":["Connect LetsFG as an MCP server (...) and approve the connection: the consent step opens https://letsfg.co/connect ...",

#        "add_card_url":"https://letsfg.co/connect",

#        "how":["Connect LetsFG as an MCP server (...) and approve the connection: the consent step opens https://letsfg.co/connect ...",

#        "charged":false, "docs":"https://letsfg.co/for-agents"}

# Search curl -X POST https://letsfg.co/api/search \

curl -X POST https://letsfg.co/api/search \

[Credential-related source omitted]

[Credential-related source omitted]

# Book — holds the fare on the connected card, returns a booking_ref in seconds curl -X POST https://letsfg.co/api/agent-book \

curl -X POST https://letsfg.co/api/agent-book \

# Poll the booking every 20–30 s (it takes 4–11 minutes) curl -X POST https://letsfg.co/api/agent-book/status \

curl -X POST https://letsfg.co/api/agent-book/status \

token they issued has been revoked — such a token now answers `401 TOKEN_REVOKED`, and `POST /api/agent-access/verify` answers `410` for a Stripe credential. Connect again at <https://letsfg.co/connect>. `letsfg auth` (npm and PyPI)

and `POST /api/agent-access/verify` answers `410` for a Stripe credential. Connect again at <https://letsfg.co/connect>. `letsfg auth` (npm and PyPI) now drives that connect flow from the terminal — it registers itself as an

again at <https://letsfg.co/connect>. `letsfg auth` (npm and PyPI)

| Endpoint | URL | |----------|-----| | OpenAPI/Swagger | https://letsfg.co/developers/api/docs |

|----------|-----| | OpenAPI/Swagger | https://letsfg.co/developers/api/docs | | Agent discovery | https://letsfg.co/developers/api/.well-known/ai-plugin.json |

| OpenAPI/Swagger | https://letsfg.co/developers/api/docs |

| Agent discovery | https://letsfg.co/developers/api/.well-known/ai-plugin.json |

| Agent manifest | https://letsfg.co/developers/api/.well-known/agent.json |

| LLM instructions | https://letsfg.co/developers/api/llms.txt |

- **PyPI:** https://pypi.org/project/letsfg/

- **npm (JS SDK):** https://www.npmjs.com/package/letsfg

- **npm (MCP):** https://www.npmjs.com/package/letsfg-mcp

**PFS Base URL:** `https://letsfg.co` (Bearer token auth — see below)

**Developer API Base URL:** `https://letsfg.co/developers/api/v1`

| Mode | What it is | Speed | Cost | |------|-----------|-------|------| | **MCP / CLI / SDK** | Hosted MCP at `https://letsfg.co/mcp` (one-tap consent, no card; card at the first booking); `pip install letsfg` wraps PFS with ranking | 8–10

|------|-----------|-------|------| | **MCP / CLI / SDK** | Hosted MCP at `https://letsfg.co/mcp` (one-tap consent, no card; card at the first booking); `pip install letsfg` wraps PFS with ranking | 8–10 s to first results; longer to `compl

| **MCP / CLI / SDK** | Hosted MCP at `https://letsfg.co/mcp` (one-tap consent, no card; card at the first booking); `pip install letsfg` wraps PFS with ranking | 8–10 s to first results; longer to `completed`, longer again on a split | Fre

Add https://letsfg.co/mcp as an MCP server → approve

→ consent opens https://letsfg.co/connect → one tap, no card

→ first booking asks for the card (0.00 setup, nothing charged) POST /api/agent-access/request → 402 { error: "payment_method_required", message,     add_card_url: "https://letsfg.co/connect", how: [...], retired, mpp }

POST /api/agent-access/request → 402 { error: "payment_method_required", message,     add_card_url: "https://letsfg.co/connect", how: [...], retired, mpp }     (the instructions as JSON: Option A = add the connector, Option B = self-registe

add_card_url: "https://letsfg.co/connect", how: [...], retired, mpp }

| Method | Path | Description | |--------|------|-------------| | `POST` | `/api/agent-access/request` | Always 402 → `{ error: "payment_method_required", message, add_card_url: "https://letsfg.co/connect", how, retired, mpp }`: the connect

|--------|------|-------------| | `POST` | `/api/agent-access/request` | Always 402 → `{ error: "payment_method_required", message, add_card_url: "https://letsfg.co/connect", how, retired, mpp }`: the connect instructions as JSON. It mints 

| `POST` | `/api/agent-access/request` | Always 402 → `{ error: "payment_method_required", message, add_card_url: "https://letsfg.co/connect", how, retired, mpp }`: the connect instructions as JSON. It mints nothing; the token comes from th

### Developer API (look-to-book search) Base: `https://letsfg.co/developers/api/v1`

Base: `https://letsfg.co/developers/api/v1`

- **API Docs:** https://letsfg.co/developers/api/docs

- **PyPI:** https://pypi.org/project/letsfg/

- **npm SDK:** https://www.npmjs.com/package/letsfg

- **npm MCP:** https://www.npmjs.com/package/letsfg-mcp

- **GitHub:** https://github.com/LetsFG/LetsFG

This Code of Conduct is adapted from the [Contributor Covenant](https://www.contributor-covenant.org/),

[https://www.contributor-covenant.org/version/2/1/code_of_conduct.html](https://www.contributor-covenant.org/version/2/1/code_of_conduct.html).

- **GitHub:** https://github.com/LetsFG/LetsFG

- **API Docs:** https://letsfg.co/developers/api/docs

- **npm (JS SDK):** https://www.npmjs.com/package/letsfg

- **npm (MCP):** https://www.npmjs.com/package/letsfg-mcp

- **PyPI:** https://pypi.org/project/letsfg/

1. **Bugs & small fixes** → Open a PR directly 2. **New features / architecture changes** → Open a [GitHub Issue](https://github.com/LetsFG/LetsFG/issues) first to discuss

2. **New features / architecture changes** → Open a [GitHub Issue](https://github.com/LetsFG/LetsFG/issues) first to discuss

3. **Questions** → Open a [GitHub Discussion](https://github.com/LetsFG/LetsFG/discussions)

Executable file

RUN apt-get update && apt-get install -y --no-install-recommends      wget      ca-certificates      fonts-liberation      libasound2t64      libatk-bridge2.0-0      libatk1.0-0      libcups2      libdbus-1-3      libdrm2      libgbm1      

RUN apt-get update && apt-get install -y --no-install-recommends \     wget \

wget \

&& rm -rf /var/lib/apt/lists/*

[Credential-related source omitted]

[Credential-related source omitted]

[Credential-related source omitted]

&& rm -rf /var/lib/apt/lists/*

[Credential-related source omitted]

LETSFG_MAX_BROWSERS="2" \     # Optional residential proxy for bot-protected airlines     # Format: http://user:pass@host:port

# Optional residential proxy for bot-protected airlines     # Format: http://user:pass@host:port     LETSFG_PROXY=""

# Format: http://user:pass@host:port

- Email: contact@letsfg.co - Founder: adam@letsfg.co - GitHub: https://github.com/LetsFG/LetsFG/issues

- GitHub: https://github.com/LetsFG/LetsFG/issues

Executable file

var API_ORIGIN = "https://letsfg.co"

// // letsfg.co renders carrier marks from a third-party CDN, keyed by IATA code: //   https://pics.avs.io/100/100/{IATA}.png

// letsfg.co renders carrier marks from a third-party CDN, keyed by IATA code: //   https://pics.avs.io/100/100/{IATA}.png // The plugin does the same, so a card looks like a card on the site.

//   https://pics.avs.io/100/100/{IATA}.png

var LOGO_CDN_PRIMARY = "https://images.kiwi.com/airlines/64/"

var LOGO_CDN_FALLBACK = "https://pics.avs.io/100/100/"

// Strip any userinfo attempt: https://evil.com@letsfg.co reads as letsfg.co

// The site builds the link itself, and this is that same shape: // //   https://letsfg.co/en?stage=results&sid=<search_id>&o=GDN&d=WAW

// //   https://letsfg.co/en?stage=results&sid=<search_id>&o=GDN&d=WAW //                       &dep=2026-09-21&cur=USD&offer=<offer_id>

//   https://letsfg.co/en?stage=results&sid=<search_id>&o=GDN&d=WAW

// user's BROWSER. // // The gap is narrow but real: "https://checkout.stripe.com.evil.com/x" passes

// // The gap is narrow but real: "https://checkout.stripe.com.evil.com/x" passes // a shape check and reads, to a person glancing at a URL bar, like Stripe. In

// The gap is narrow but real: "https://checkout.stripe.com.evil.com/x" passes

//   1. POST /developers/api/oauth/register  (RFC 7591, no credential needed) //        -> { client_id } //   2. open https://letsfg.co/connect?client_id=...&code_challenge=...

//        -> { client_id } //   2. open https://letsfg.co/connect?client_id=...&code_challenge=... //        a PERSON saves a card there (a 0.00 Revolut setup; nothing is charged)

//   2. open https://letsfg.co/connect?client_id=...&code_challenge=...

[Credential-related source omitted]

var CONNECT_REDIRECT_URI = "http://127.0.0.1:17531/letsfg-omarchy"

[Credential-related source omitted]

[Credential-related source omitted]

var TILE_HOST = "https://basemaps.cartocdn.com/rastertiles/voyager/"

// server did not. Copying that here double-charged: 167 -> 172. // // I got this wrong once by checking an anonymous curl payload and concluding

// // I got this wrong once by checking an anonymous curl payload and concluding // the panel under-quoted. Check the lane the panel actually uses.

// I got this wrong once by checking an anonymous curl payload and concluding

var HOTEL_IMAGE_HOSTS = [   "https://i.travelapi.com/",

"https://i.travelapi.com/",

"https://q-xx.bstatic.com/",

"https://letsfg.co/"

var POPULAR_IMAGE_HOSTS = [   "https://images.pexels.com/",

"https://images.pexels.com/",

"https://upload.wikimedia.org/",

"https://letsfg.co/"

Search runs server-side at [letsfg.co](https://letsfg.co) — the same engine

omarchy plugin add https://github.com/LetsFG/LetsFG.git --enable

registers itself as an OAuth client, opens letsfg.co/connect in your browser, and you approve there. The browser is then sent to `http://127.0.0.1:17531/letsfg-omarchy?code=…` — a page that cannot load,

browser, and you approve there. The browser is then sent to `http://127.0.0.1:17531/letsfg-omarchy?code=…` — a page that cannot load, because nothing on your machine listens there — and you copy that address

`http://127.0.0.1:17531/letsfg-omarchy?code=…` — a page that cannot load,

- HTTPS requests to `https://letsfg.co`: `POST /api/search` and

**Not GitHub's API**: it is a third host, allows 60 unauthenticated calls an   hour per IP, and returned 401 outright from a normal network in testing. - **Map tiles from `https://basemaps.cartocdn.com`**, for the results map, and

hour per IP, and returned 401 outright from a normal network in testing. - **Map tiles from `https://basemaps.cartocdn.com`**, for the results map, and   **`POST /api/transfers/airport`** on letsfg.co for the ground-transport pill.

- **Map tiles from `https://basemaps.cartocdn.com`**, for the results map, and

one; using it would mean quietly breaking their terms. Attribution is drawn   on the map, as the licence requires. `"map": false` turns the whole pane off. - **Stargazer avatar images from `https://avatars.githubusercontent.com`** —

on the map, as the licence requires. `"map": false` turns the whole pane off. - **Stargazer avatar images from `https://avatars.githubusercontent.com`** —   the same host letsfg.co's own homepage loads them from. Image GETs only; the

- **Stargazer avatar images from `https://avatars.githubusercontent.com`** —

ever sees them. Set `"socialProof": false` in `shell.json` and the plugin   never contacts it and the row does not appear. - **Airline logo images from `https://images.kiwi.com`, falling back to

never contacts it and the row does not appear. - **Airline logo images from `https://images.kiwi.com`, falling back to   `https://pics.avs.io`** — the same two CDNs letsfg.co itself uses, in the same

- **Airline logo images from `https://images.kiwi.com`, falling back to

`https://pics.avs.io`** — the same two CDNs letsfg.co itself uses, in the same

plugin never contacts either, falling back to carrier initials. - **Popular-destination card images**, on the homepage only, from   `https://images.pexels.com` and `https://upload.wikimedia.org` — the hosts

- **Popular-destination card images**, on the homepage only, from   `https://images.pexels.com` and `https://upload.wikimedia.org` — the hosts   letsfg.co's own image resolver picks for those cards, plus letsfg.co itself

`https://images.pexels.com` and `https://upload.wikimedia.org` — the hosts

browser opens; an offer whose URL fails is shown but not clickable. The shape check alone is not enough for that job and is not asked to do it: `https://checkout.stripe.com.evil.com/x` is a well-formed https URL that reads

check alone is not enough for that job and is not asked to do it: `https://checkout.stripe.com.evil.com/x` is a well-formed https URL that reads like Stripe at a glance, which is why the origin check exists on top of it. A non-JSON body (an

`https://checkout.stripe.com.evil.com/x` is a well-formed https URL that reads

hoverEnabled: true               cursorShape: Qt.PointingHandCursor               onClicked: root.openOffer("https://letsfg.co/en/loved-by")

cursorShape: Qt.PointingHandCursor               onClicked: root.openOffer("https://letsfg.co/en/loved-by")             }

onClicked: root.openOffer("https://letsfg.co/en/loved-by")

anchors.rightMargin: Style.space(14)                   text: root.authPaste                   placeholderText: "http://127.0.0.1:17531/letsfg-omarchy?code=…"

text: root.authPaste                   placeholderText: "http://127.0.0.1:17531/letsfg-omarchy?code=…"                   placeholderTextColor: root.inkFaint

placeholderText: "http://127.0.0.1:17531/letsfg-omarchy?code=…"

hoverEnabled: true                       cursorShape: Qt.PointingHandCursor                       onClicked: root.openOffer("https://letsfg.co/en/hotels")

cursorShape: Qt.PointingHandCursor                       onClicked: root.openOffer("https://letsfg.co/en/hotels")                     }

onClicked: root.openOffer("https://letsfg.co/en/hotels")

<a href="https://github.com/LetsFG/LetsFG">

[<img src="https://img.shields.io/badge/Add_to_Claude-D97757?style=for-the-badge&logo=claude&logoColor=white" alt="Add to Claude">](https://claude.ai/directory/letsfg)

&nbsp;&nbsp; [<img src="https://img.shields.io/badge/⭐_Star_to_show_love-FFD700?style=for-the-badge&logoColor=black" alt="Star to show love">](https://github.com/LetsFG/LetsFG) &nbsp;&nbsp;

[<img src="https://img.shields.io/badge/⭐_Star_to_show_love-FFD700?style=for-the-badge&logoColor=black" alt="Star to show love">](https://github.com/LetsFG/LetsFG)

&nbsp;&nbsp; [<img src="https://img.shields.io/badge/🌐_Try_on_letsfg.co-4CAF50?style=for-the-badge&logoColor=white" alt="Try on letsfg.co">](https://letsfg.co/en) &nbsp;&nbsp;

[<img src="https://img.shields.io/badge/🌐_Try_on_letsfg.co-4CAF50?style=for-the-badge&logoColor=white" alt="Try on letsfg.co">](https://letsfg.co/en)

[<img src="https://img.shields.io/badge/📦_pip_install_letsfg-3776AB?style=for-the-badge&logo=python&logoColor=white" alt="pip install">](https://pypi.org/project/letsfg/)

[<img src="assets/badge-instagram.svg" alt="Follow on Instagram">](https://www.instagram.com/letsfg_)

&nbsp;&nbsp; [<img src="assets/badge-tiktok.svg" alt="Follow on TikTok">](https://www.tiktok.com/@letsfg_) &nbsp;&nbsp;

[<img src="assets/badge-tiktok.svg" alt="Follow on TikTok">](https://www.tiktok.com/@letsfg_)

[<img src="assets/badge-x.svg" alt="Follow on X">](https://x.com/LetsFG_)

<a href="https://twitter.com/intent/tweet?text=Found%20this.%20Real%20flight%20prices%2C%20one%20total%20price.%20Your%20AI%20agent%20can%20search%20%26%20book%20flights%20now.&url=https%3A%2F%2Fgithub.com%2FLetsFG%2FLetsFG"><img src="https

&nbsp; <a href="https://www.linkedin.com/sharing/share-offsite/?url=https%3A%2F%2Fgithub.com%2FLetsFG%2FLetsFG"><img src="https://img.shields.io/badge/Share_on_LinkedIn-0A66C2?style=flat-square&logo=linkedin&logoColor=white" alt="Share on L

<a href="https://www.linkedin.com/sharing/share-offsite/?url=https%3A%2F%2Fgithub.com%2FLetsFG%2FLetsFG"><img src="https://img.shields.io/badge/Share_on_LinkedIn-0A66C2?style=flat-square&logo=linkedin&logoColor=white" alt="Share on LinkedIn

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<a href="mailto:?subject=Check%20out%20LetsFG&body=Found%20this.%20Real%20flight%20prices%2C%20one%20total%20price.%20Your%20AI%20agent%20can%20search%20%26%20book%20flights%20now.%0A%0Ahttps%3A%2F%2Fgithub.com%2FLetsFG%2FLetsFG"><img src="

[Credential-related source omitted]

[![GitHub stars](https://letsfg.co/api/stars/badge)](https://github.com/LetsFG/LetsFG)

[![PyPI](https://img.shields.io/pypi/v/letsfg)](https://pypi.org/project/letsfg/)

[![npm](https://img.shields.io/npm/v/letsfg-mcp?label=npm%20%28MCP%29)](https://www.npmjs.com/package/letsfg-mcp)

[![Connector Health](https://letsfg.co/developers/api/v1/analytics/connectors/health/badge)](https://letsfg.co/developers/connectors/health)

[![MCPVault: claimed](https://mcpvault.io/badge/letsfg.svg)](https://mcpvault.io/servers/letsfg/health?utm_source=external_badge&utm_medium=referral&utm_campaign=mcp_health_report)

[![MIT License](https://img.shields.io/badge/license-MIT-blue.svg)](LICENSE)

<a href="https://evomi.com/?utm_source=letsfg&utm_medium=banner">

**Human users:** Use [letsfg.co](https://letsfg.co) and search flights instantly in your browser:

### 🌐 [**Search on letsfg.co**](https://letsfg.co)

**Agents / scripts (free server-side):** Get a Bearer token by putting a payment method on file (nothing is charged) → use `POST /api/search` and `POST /api/agent-book`. This is **PFS — Programmatic Flight Search** powered by the letsfg.co 

| **Search cost** | Free (connect once: one tap, no card) | Free (connect once: one tap, no card) | Look-to-book: 200 free after every booking, then $0.01 | | **Booking** | `book_flight` — fare held on your card, agent buys the ticket, real

| **Booking** | `book_flight` — fare held on your card, agent buys the ticket, real PNR | `POST /api/agent-book` — same flow | `POST /flights/book` — same flow, no booking fee | | **Setup** | Add `https://letsfg.co/mcp` as an MCP server and

[Credential-related source omitted]

- **MCP / CLI / SDK (Path 1):** add `https://letsfg.co/mcp` as an MCP server in Claude, ChatGPT, Cursor or Windsurf and approve the connection. The consent step opens **letsfg.co/connect**: one tap, no card. The card is asked for at the fir

- **PFS — Programmatic Flight Search (Path 2):** For scripts and agents that call the API directly. letsfg.co is human-only by default (Cloudflare Turnstile + bot protection), so the token from the connect flow is the only programmatic way 

[Credential-related source omitted]

2. Poll: `GET https://letsfg.co/api/results/<search_id>` (never counts against the rate limit)

3. Book: `POST https://letsfg.co/api/agent-book` → `{ booking_ref }` within seconds

4. Wait: `POST https://letsfg.co/api/agent-book/status` with `{ booking_ref }` every 20–30 s until `completed` (PNR), `failed` (hold released, nothing charged) or `needs_attention`

[Credential-related source omitted]

- **Developer API (Path 3):** Server-side search and booking at [letsfg.co/developers](https://letsfg.co/developers). Look-to-book search (200 free after every booking, then $0.01), real booking through `POST /flights/book` on a connected R

**Developer API = business use, look-to-book.** [letsfg.co/developers](https://letsfg.co/developers) books flights itself — `POST /flights/book` holds the fare on your connected Revolut method and a LetsFG booking agent buys the ticket, exa

> 💡 **Know someone who travels?** The more people discover LetsFG, the more airlines we cover — and the better it gets for everyone. **[⭐ Star](https://github.com/LetsFG/LetsFG)** · **[Share with a friend](#-join-the-community-)**

# Claude Code claude mcp add --transport http letsfg https://letsfg.co/mcp

claude mcp add --transport http letsfg https://letsfg.co/mcp

// Cursor (~/.cursor/mcp.json) — Windsurf uses "serverUrl" instead of "url" { "mcpServers": { "letsfg": { "url": "https://letsfg.co/mcp" } } }

{ "mcpServers": { "letsfg": { "url": "https://letsfg.co/mcp" } } }

Claude: LetsFG is in Claude's official connector directory. Open **[claude.ai/directory/letsfg](https://claude.ai/directory/letsfg)**, add it and approve the connection. No URL to paste. Once added, it works in Claude Desktop and the Claude

ChatGPT: add it at chatgpt.com in a browser (the ChatGPT phone app has no way to add one): Plugins > Add > Add custom MCP server, URL `https://letsfg.co/mcp`, authentication OAuth, tick I understand, Create as a plugin. Once added, it works

[Credential-related source omitted]

The SDKs read the token from `LETSFG_BEARER_TOKEN` or `~/.letsfg/config.json`. `letsfg auth` performs that connect flow itself: it registers as an OAuth client, opens https://letsfg.co/connect for a person to approve, and writes the token t

# 1. Search with the token curl -X POST https://letsfg.co/api/search \

curl -X POST https://letsfg.co/api/search \

[Credential-related source omitted]

[Credential-related source omitted]

# 3. Book — the fare is HELD on the card, a LetsFG agent buys the ticket curl -X POST https://letsfg.co/api/agent-book \

curl -X POST https://letsfg.co/api/agent-book \

# 4. Wait for the PNR (every 20–30 s; a booking takes 4–11 minutes) curl -X POST https://letsfg.co/api/agent-book/status \

curl -X POST https://letsfg.co/api/agent-book/status \

`failed` means the hold was released and nothing was charged; `needs_attention` means a human at LetsFG is checking it, do not book again. A missing passenger detail returns `missing_fields` and charges nothing. Without a card the endpoint 

A **separate product** for high-volume commercial integrations; most agents should not use it. Look-to-book search, results in seconds, and real booking through `POST /flights/book` — plus `/discover` (20 destinations in one call), async po

# Register, then search with your API key curl -X POST https://letsfg.co/developers/api/v1/agents/register \

curl -X POST https://letsfg.co/developers/api/v1/agents/register \

curl -X POST https://letsfg.co/developers/api/v1/flights/search \

Pricing: 200 searches free after every booking, then blocks of 500 for $5.00 ($0.01 each). No booking fee, no transaction fee. Minimum top-up $5. Test for free in the sandbox first, booking included. Full docs: [letsfg.co/developers/api/doc

> 💡 **Like what you see?** Support us — **[⭐ Star](https://github.com/LetsFG/LetsFG)** · **[Share with a friend](#-join-the-community-)**

"mcpServers": {     "letsfg": {       "url": "https://letsfg.co/mcp"

"letsfg": {       "url": "https://letsfg.co/mcp"     }

"url": "https://letsfg.co/mcp"

[Credential-related source omitted]

This is a **separate paid product** for high-volume commercial use — most agents should stick with the free connect flow above and skip this. A human setting this up deliberately gets a key at [letsfg.co/developers](https://letsfg.co/develo

[Credential-related source omitted]

> the reservation-fee fields retired on 2026-09-11 (`expected_balance`, no `expected_cost`), and the API refuses > every hotel booking they make. Update with `pip install -U letsfg`, `npm install letsfg@latest` or > `npx -y letsfg-mcp@lates

> `npx -y letsfg-mcp@latest`. The hosted MCP at `https://letsfg.co/mcp` needs no update.

[Credential-related source omitted]

[Credential-related source omitted]

Search every airline in the world from the [Omarchy](https://omarchy.org) bar. Type

omarchy plugin add https://github.com/LetsFG/LetsFG.git --enable

| Package | Command | What you get | |---------|---------|--------------| | **Remote MCP** | `https://letsfg.co/mcp` | No install. Approve the connection at letsfg.co/connect (one tap, no card), search and book |

|---------|---------|--------------| | **Remote MCP** | `https://letsfg.co/mcp` | No install. Approve the connection at letsfg.co/connect (one tap, no card), search and book | | **Python SDK + CLI** | `pip install letsfg` | SDK + CLI (token

| **Remote MCP** | `https://letsfg.co/mcp` | No install. Approve the connection at letsfg.co/connect (one tap, no card), search and book |

| **MCP Server (stdio)** | `npx letsfg-mcp` | Local server for clients without remote MCP support; needs `LETSFG_BEARER_TOKEN` | | **JS/TS SDK** | `npm install -g letsfg` | SDK + CLI + open-source ranking engine | | **Agent Skill** | `npx s

| **JS/TS SDK** | `npm install -g letsfg` | SDK + CLI + open-source ranking engine | | **Agent Skill** | `npx skills add LetsFG/LetsFG` | Install flight search skill for any AI agent ([skills.sh](https://skills.sh)) | | **Smithery** | [smit

| **Agent Skill** | `npx skills add LetsFG/LetsFG` | Install flight search skill for any AI agent ([skills.sh](https://skills.sh)) |

| **Smithery** | [smithery.ai/servers/letsfg](https://smithery.ai/servers/letsfg) | One-click MCP install |

| **Omarchy plugin** | `omarchy plugin add https://github.com/LetsFG/LetsFG.git --enable` | Flight search in the Omarchy bar ([details](OMARCHY-PLUGIN.md)) |

1. **Auth** — add `https://letsfg.co/mcp` as an MCP server and approve it. The OAuth consent step opens letsfg.co/connect: one tap, no card. The card is asked for at the first booking, in a 0.00 Revolut setup. Nothing is charged to connect.

2. **Search** — `letsfg search LHR BCN 2026-06-15` calls `POST https://letsfg.co/api/search`, polls until done (8–10 s to first results), and applies the open-source ranking algorithm locally.

[Credential-related source omitted]

[Credential-related source omitted]

<a href="https://www.star-history.com/?repos=LetsFG%2FLetsFG&type=date&legend=top-left">

<picture>     <source media="(prefers-color-scheme: dark)" srcset="https://letsfg.co/api/stars/history?theme=dark" />     <source media="(prefers-color-scheme: light)" srcset="https://letsfg.co/api/stars/history?theme=light" />

<source media="(prefers-color-scheme: dark)" srcset="https://letsfg.co/api/stars/history?theme=dark" />

<source media="(prefers-color-scheme: light)" srcset="https://letsfg.co/api/stars/history?theme=light" />

<img alt="Star History Chart" src="https://letsfg.co/api/stars/history?theme=light" />

**[letsfg.co](https://letsfg.co)** · **[API Docs](https://letsfg.co/developers/api/docs)** · **[Connector Health](https://letsfg.co/developers/api/v1/analytics/connectors/health)** · **[PyPI](https://pypi.org/project/letsfg/)** · **[npm](ht

Want updates? Click **Watch** above, or follow [LetsFG on Instagram](https://www.instagram.com/letsfg_), [@letsfg_ on TikTok](https://www.tiktok.com/@letsfg_), or [@LetsFG_ on X](https://x.com/LetsFG_).

- **Security issues:** security@letsfg.co - **General questions:** Open a [GitHub Issue](https://github.com/LetsFG/LetsFG/issues)

- **General questions:** Open a [GitHub Issue](https://github.com/LetsFG/LetsFG/issues)

> and booking costs the price on the offer. Earlier revisions of this page > described an MPP charge at *unlock* time; that never shipped. See > <https://letsfg.co/for-agents>.

> <https://letsfg.co/for-agents>.

> > To search and book flights, connect LetsFG as an MCP server at > `https://letsfg.co/mcp` and approve it — the consent at

> To search and book flights, connect LetsFG as an MCP server at > `https://letsfg.co/mcp` and approve it — the consent at > <https://letsfg.co/connect> is one tap and needs no card. Then search and book.

> `https://letsfg.co/mcp` and approve it — the consent at

> <https://letsfg.co/connect> is one tap and needs no card. Then search and book.

> See <https://letsfg.co/for-agents>.

- **Purpose:** Agent-native flight and hotel search and booking - **Compatible agents:** OpenClaw, Perplexity Computer, Claude Desktop, Cursor, Windsurf, and any MCP-compatible client - **API Base URL:** `https://letsfg.co/developers/api/v1

- **Compatible agents:** OpenClaw, Perplexity Computer, Claude Desktop, Cursor, Windsurf, and any MCP-compatible client - **API Base URL:** `https://letsfg.co/developers/api/v1` - **MCP Endpoint:** `https://letsfg.co/mcp` (Streamable HTTP)

- **API Base URL:** `https://letsfg.co/developers/api/v1`

- **MCP Endpoint:** `https://letsfg.co/mcp` (Streamable HTTP)

|------|----------|-------|------| | **MCP / SDK / CLI** (PFS token) | **Almost every agent.** Search + booking | 8–10 s to first results | Free auth, free search, booking at the price on the offer | | **Developer API** (`https://letsfg.co/

| **Developer API** (`https://letsfg.co/developers`) | Business / commercial / high-volume (hotels work on either credential) | 2–5 s (discover) · 8–10 s to first results (full search) | Look-to-book: 200 searches free after every booking, 

The booking itself takes 4–11 minutes — poll `get_flight_booking`.   - **Nothing charged on:** `{"error": "missing_details", "missing_fields": [...]}` (ask, call again),     `payment_method_required` and `payment_declined` (both carry `add_

- **Nothing charged on:** `{"error": "missing_details", "missing_fields": [...]}` (ask, call again),     `payment_method_required` and `payment_declined` (both carry `add_card_url`: https://letsfg.co/connect).   - Never call it twice for th

`payment_method_required` and `payment_declined` (both carry `add_card_url`: https://letsfg.co/connect).

[Credential-related source omitted]

**Developer API only.** `POST /api/v1/agents/connect-payment` returns a one-time `connect_url`; a person opens it in a browser and saves a card or Revolut Pay. Agents on the PFS lane do not call this — connecting at <https://letsfg.co/conne

person opens it in a browser and saves a card or Revolut Pay. Agents on the PFS lane do not call this — connecting at <https://letsfg.co/connect> needs no card, and the card is asked for at their first booking.

this — connecting at <https://letsfg.co/connect> needs no card, and the card is asked

**PFS (recommended — almost every agent):** a Bearer token from the connect flow. Connecting needs no card and nothing is charged. The card is asked for at the first booking, in a 0.00 Revolut setup at <https://letsfg.co/connect> (any card,

Connecting needs no card and nothing is charged. The card is asked for at the first booking, in a 0.00 Revolut setup at <https://letsfg.co/connect> (any card, or Revolut Pay / Google Pay; no Revolut account needed; card details never touch 

first booking, in a 0.00 Revolut setup at <https://letsfg.co/connect> (any card, or Revolut Pay / Google Pay; no Revolut

1. Add LetsFG as a remote MCP server: `https://letsfg.co/mcp`.

2. Approve the connection. The OAuth consent step opens    <https://letsfg.co/connect>: one tap, no card. 3. Over the MCP the OAuth token is carried for you; over raw HTTP send it as

<https://letsfg.co/connect>: one tap, no card.

drives that connect flow from the terminal and stores the token; the CLI and SDKs otherwise read it from `LETSFG_BEARER_TOKEN`. One card = one account; quotas are per account, and per card once one is added. Full flow: <https://letsfg.co/fo

<https://letsfg.co/for-agents>.

[Credential-related source omitted]

[Credential-related source omitted]

{   "mcpServers": {     "letsfg": { "url": "https://letsfg.co/mcp" }

"mcpServers": {     "letsfg": { "url": "https://letsfg.co/mcp" }   }

"letsfg": { "url": "https://letsfg.co/mcp" }

Claude Code: `claude mcp add --transport http letsfg https://letsfg.co/mcp`.

Claude: add it from Claude's official connector directory, <https://claude.ai/directory/letsfg> - no URL to paste (once added, it works in Claude Desktop and the Claude phone app too).

Add custom MCP server, that URL, authentication OAuth; once added it works in the phone app too. Windsurf uses `"serverUrl"` instead of `"url"`. The client runs OAuth; the consent step opens <https://letsfg.co/connect>: one tap, no card. Th

`"serverUrl"` instead of `"url"`. The client runs OAuth; the consent step opens <https://letsfg.co/connect>: one tap, no card. The token the client receives can search at once, and the card is asked for at the first booking.

<https://letsfg.co/connect>: one tap, no card. The token the client receives can

[Credential-related source omitted]

flights = bt.search("LHR", "JFK", "2026-04-15") except BearerTokenError:     print("Token expired, revoked or missing — reconnect at https://letsfg.co/connect")

print("Token expired, revoked or missing — reconnect at https://letsfg.co/connect")

[Credential-related source omitted]

[Credential-related source omitted]

"mcpServers": {     "letsfg": {       "url": "https://letsfg.co/mcp",

"letsfg": {       "url": "https://letsfg.co/mcp",       "headers": {

"url": "https://letsfg.co/mcp",

[Credential-related source omitted]

[Credential-related source omitted]

[Credential-related source omitted]

- **API Docs:** https://letsfg.co/developers/api/docs

- **GitHub:** https://github.com/LetsFG/LetsFG

- **PyPI:** https://pypi.org/project/letsfg/

- **npm SDK:** https://www.npmjs.com/package/letsfg

- **npm MCP:** https://www.npmjs.com/package/letsfg-mcp

**Base URL:** `https://letsfg.co/developers/api/v1`

[Credential-related source omitted]

[Credential-related source omitted]

{   "status": "connect_required",   "connect_url": "https://letsfg.co/connect?dev=sess_abc123",

"status": "connect_required",   "connect_url": "https://letsfg.co/connect?dev=sess_abc123",   "expires_in_seconds": 3600

"connect_url": "https://letsfg.co/connect?dev=sess_abc123",

curl -X POST https://letsfg.co/developers/api/v1/agents/register \

"mcpServers": {     "letsfg": {       "url": "https://letsfg.co/mcp",

"letsfg": {       "url": "https://letsfg.co/mcp",       "headers": {

"url": "https://letsfg.co/mcp",

[Credential-related source omitted]

[Credential-related source omitted]

"mcpServers": {     "letsfg": {       "url": "https://letsfg.co/mcp",

"letsfg": {       "url": "https://letsfg.co/mcp",       "headers": {

"url": "https://letsfg.co/mcp",

[Credential-related source omitted]

[Credential-related source omitted]

[Credential-related source omitted]

[Credential-related source omitted]

[Credential-related source omitted]

This Font Software is licensed under the SIL Open Font License, Version 1.1. This license is copied below, and is also available with a FAQ at: http://scripts.sil.org/OFL

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Copyright 2018 The Lexend Project Authors (https://github.com/googlefonts/lexend), with Reserved Font Name “RevReading Lexend”.

This Font Software is licensed under the SIL Open Font License, Version 1.1. This license is copied below, and is also available with a FAQ at: https://scripts.sil.org/OFL

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Executable file

{   "$schema": "https://context7.com/schema/context7.json",

"$schema": "https://context7.com/schema/context7.json",

"description": "Search and book flights across every airline in the world plus the major booking sites, plus real bookable hotel rates, refundable and non-refundable. Python, JS and MCP.",   "rules": [     "One credential covers flights AND

"rules": [     "One credential covers flights AND hotels: the PFS Bearer token from the connect flow (hosted MCP at https://letsfg.co/mcp, consent opens letsfg.co/connect, one tap and no card; the card is asked for at the first booking in a

"One credential covers flights AND hotels: the PFS Bearer token from the connect flow (hosted MCP at https://letsfg.co/mcp, consent opens letsfg.co/connect, one tap and no card; the card is asked for at the first booking in a 0.00 Revolut s

"Some flight offers are SPLIT TICKETS: two separately-issued tickets through a hub from two different sellers. They carry split_ticket=\"true\", combo_type=\"virtual_interlining\" and self_transfer=\"unprotected\". Always tell the user: the

],   "url": "https://context7.com/letsfg/letsfg",   "public_key": "pk_HrakXLAVA5rtCurZJE1U8"

"url": "https://context7.com/letsfg/letsfg",

[Credential-related source omitted]

[Credential-related source omitted]

[Credential-related source omitted]

LETSFG_MAX_BROWSERS: ${LETSFG_MAX_BROWSERS:-2}       # Optional residential proxy for bot-protected airlines       # Format: http://user:pass@host:port

# Optional residential proxy for bot-protected airlines       # Format: http://user:pass@host:port       LETSFG_PROXY: ${LETSFG_PROXY:-}

# Format: http://user:pass@host:port

[Credential-related source omitted]

> > To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens

> To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens > <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> <https://letsfg.co/mcp>. Approving it opens

> <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> See <https://letsfg.co/for-agents>.

> 🎬 **[Watch the demo](https://github.com/LetsFG/LetsFG#demo-lfg-vs-default-agent-search)** — side-by-side comparison of default agent search vs LetsFG.

All search runs server-side at letsfg.co. Connect once through the hosted MCP (approving it at <https://letsfg.co/connect> takes one tap and needs no card) and every call carries your token — or use a prepaid Developer API key.

[Credential-related source omitted]

**When to use PFS (the token from the connect flow):** This is the agent path — search and booking. Connect LetsFG as an MCP server at `https://letsfg.co/mcp`; approving it opens <https://letsfg.co/connect>: one tap, no card. The card is as

**When to use Developer API:** Managed cloud search, billing controls, volume usage, and booking through `POST /flights/book`. Register at [letsfg.co/developers](https://letsfg.co/developers), then connect a Revolut method — nothing is char

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> **MCP search rate limit:** Searches through the hosted MCP and the Bearer-token lane are limited per account (and per card once one is added) to **10 per 10 minutes, 30 per hour and 100 per day** (raised from 3 / 10 / 25 on 2026-09-02, se

1. Add LetsFG as an MCP server: `https://letsfg.co/mcp` (Claude, ChatGPT, Cursor, Windsurf, Claude Code — anything that speaks remote MCP with OAuth). In Claude: add it from Claude's connector directory, [claude.ai/directory/letsfg](https:/

2. Approve the connection. The consent step opens <https://letsfg.co/connect>: one tap, no card.

`POST https://letsfg.co/api/agent-access/request` still answers `402` with these steps as JSON (`add_card_url`, `how`), so an agent that starts from the endpoint lands in the same place.

> **Retired 2026-09-02:** the Stripe enrolment lanes (`setup_url`, `setup_intent_id`, `payment_method_id`, `card_token`) and every token they issued. Such a token now answers `401 TOKEN_REVOKED`; `POST /api/agent-access/verify` answers `410

# 1. Search with the token (NL query) curl -X POST https://letsfg.co/api/search \

curl -X POST https://letsfg.co/api/search \

# 2. Poll for results curl https://letsfg.co/api/results/ws_abc123 \

curl https://letsfg.co/api/results/ws_abc123 \

Full walkthrough: https://letsfg.co/for-agents

# Step 1 — start the booking (returns within seconds) curl -X POST https://letsfg.co/api/agent-book \

curl -X POST https://letsfg.co/api/agent-book \

# Step 2 — poll until it lands (every 20-30 s; a booking takes 4-11 minutes) curl -X POST https://letsfg.co/api/agent-book/status \

curl -X POST https://letsfg.co/api/agent-book/status \

- `{"error":"missing_details","missing_fields":["born_on","address_city"]}` — ask the person and call again. - `{"error":"payment_method_required","add_card_url":"https://letsfg.co/connect?card=…"}` — no card yet: send the person to `add_ca

- `{"error":"payment_method_required","add_card_url":"https://letsfg.co/connect?card=…"}` — no card yet: send the person to `add_card_url`, then call again.

- `{"error":"payment_declined","add_card_url":"https://letsfg.co/connect"}` — the card refused the hold.

> This page describes the **Developer API key** path. If you are an AI agent > wanting to search and book, connect LetsFG as an MCP server at > <https://letsfg.co/mcp> instead — booking works the same way

> wanting to search and book, connect LetsFG as an MCP server at > <https://letsfg.co/mcp> instead — booking works the same way > there, through `book_flight`, with no billing account.

> <https://letsfg.co/mcp> instead — booking works the same way

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"charged": 0,   "offer": {"search_id": "srch_abc123", "offer_id": "off_def456", "fare": 200.0, "currency": "EUR"},   "poll_url": "https://letsfg.co/developers/api/v1/flights/bookings/dev_abc123"

"offer": {"search_id": "srch_abc123", "offer_id": "off_def456", "fare": 200.0, "currency": "EUR"},   "poll_url": "https://letsfg.co/developers/api/v1/flights/bookings/dev_abc123" }

"poll_url": "https://letsfg.co/developers/api/v1/flights/bookings/dev_abc123"

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> > To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens

> To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens > <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> <https://letsfg.co/mcp>. Approving it opens

> <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> See <https://letsfg.co/for-agents>.

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> > To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens

> To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens > <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> <https://letsfg.co/mcp>. Approving it opens

> <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> See <https://letsfg.co/for-agents>.

<div class="docs-callout">     <strong>Scope:</strong> this section is only about the website-owned public REST API at <code>https://letsfg.co/developers/api/v1</code>. Local SDK and CLI search still stay free and do not require the paid pu

<strong>Scope:</strong> this section is only about the website-owned public REST API at <code>https://letsfg.co/developers/api/v1</code>. Local SDK and CLI search still stay free and do not require the paid public onboarding flow.

| Surface | URL | |---------|-----| | Public API root | [https://letsfg.co/developers/api](https://letsfg.co/developers/api) |

|---------|-----| | Public API root | [https://letsfg.co/developers/api](https://letsfg.co/developers/api) | | Public REST base | `https://letsfg.co/developers/api/v1` |

| Public API root | [https://letsfg.co/developers/api](https://letsfg.co/developers/api) |

| Public REST base | `https://letsfg.co/developers/api/v1` |

| OpenAPI JSON | [https://letsfg.co/developers/api/openapi.json](https://letsfg.co/developers/api/openapi.json) |

| Swagger UI | [https://letsfg.co/developers/api/docs](https://letsfg.co/developers/api/docs) |

| Developers page | [https://letsfg.co/en/developers](https://letsfg.co/en/developers) |

curl -X POST https://letsfg.co/developers/api/v1/agents/register \

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> > To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens

> To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens > <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> <https://letsfg.co/mcp>. Approving it opens

> <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> See <https://letsfg.co/for-agents>.

curl -X POST https://letsfg.co/developers/api/v1/agents/register \

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-d '{"return_url": "https://example.com/account"}'

{   "status": "connect_required",   "connect_url": "https://letsfg.co/connect?dev=sess_abc123",

"status": "connect_required",   "connect_url": "https://letsfg.co/connect?dev=sess_abc123",   "expires_in_seconds": 3600,

"connect_url": "https://letsfg.co/connect?dev=sess_abc123",

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> > To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens

> To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens > <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> <https://letsfg.co/mcp>. Approving it opens

> <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> See <https://letsfg.co/for-agents>.

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"search_id": "async_a1b2c3d4e5f6...",   "status": "pending",   "poll_url": "https://letsfg.co/developers/api/v1/flights/results/async_a1b2c3d4...",

"status": "pending",   "poll_url": "https://letsfg.co/developers/api/v1/flights/results/async_a1b2c3d4...",   "poll_interval_seconds": 2,

"poll_url": "https://letsfg.co/developers/api/v1/flights/results/async_a1b2c3d4...",

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// Start search   const startRes = await fetch(     'https://letsfg.co/developers/api/v1/flights/search/async',

const startRes = await fetch(

'https://letsfg.co/developers/api/v1/flights/search/async',

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base = "https://letsfg.co/developers/api/v1"

# Start     r = httpx.post(f"{base}/flights/search/async", json=params, headers=headers, timeout=10)

r = httpx.post(f"{base}/flights/search/async", json=params, headers=headers, timeout=10)

for _ in range(30):  # max ~150 s         time.sleep(5)         r = httpx.get(f"{base}/flights/results/{search_id}", headers=headers, timeout=10)

time.sleep(5)         r = httpx.get(f"{base}/flights/results/{search_id}", headers=headers, timeout=10)         r.raise_for_status()

r = httpx.get(f"{base}/flights/results/{search_id}", headers=headers, timeout=10)

> > To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens

> To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens > <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> <https://letsfg.co/mcp>. Approving it opens

> <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> See <https://letsfg.co/for-agents>.

https://letsfg.co/developers/api/v1/sandbox/

> There is **no separate sandbox key and no separate production key**, and > nothing to activate to "switch on" production. It is one key, from > <https://letsfg.co/developers>, for both. If production returns

> nothing to activate to "switch on" production. It is one key, from > <https://letsfg.co/developers>, for both. If production returns > `401 This API key is not valid for any LetsFG account`, the key your code is

> <https://letsfg.co/developers>, for both. If production returns

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curl -X POST https://letsfg.co/developers/api/v1/sandbox/flights/book \

"charged": 0,   "offer": {"search_id": "sb_WAW_BCN_3f9c1a7e21", "offer_id": "sb_WAW_BCN_0000_cf15b25f", "seats": 1, ...},   "poll_url": "https://letsfg.co/developers/api/v1/sandbox/flights/bookings/sb_dev_1790359173123a1e5",

"offer": {"search_id": "sb_WAW_BCN_3f9c1a7e21", "offer_id": "sb_WAW_BCN_0000_cf15b25f", "seats": 1, ...},   "poll_url": "https://letsfg.co/developers/api/v1/sandbox/flights/bookings/sb_dev_1790359173123a1e5",   "message": "69 EUR is held (n

"poll_url": "https://letsfg.co/developers/api/v1/sandbox/flights/bookings/sb_dev_1790359173123a1e5",

# Step 4 — free, no allowance consumed, no card needed curl https://letsfg.co/developers/api/v1/agents/me \

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> > To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens

> To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens > <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> <https://letsfg.co/mcp>. Approving it opens

> <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> See <https://letsfg.co/for-agents>.

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const response = await fetch("https://letsfg.co/developers/api/v1/flights/search", {

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> **Lane note.** The split-ticket builder runs on the agent search lane > (`POST https://letsfg.co/api/search` — the CLI, the Python and JS SDKs and

> (`POST https://letsfg.co/api/search` — the CLI, the Python and JS SDKs and

The developer API uses the same airline connector fleet as the [letsfg.co](https://letsfg.co) consumer search. The fleet includes direct airline scrapers, OTA aggregators (Kiwi, Kayak, Momondo, Skyscanner), and virtual interlining — worldwi

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If a route returns results on [letsfg.co](https://letsfg.co) but not via the API, check that your `date_from` is in the future and your client timeout is at least 90 seconds — the search itself returns in 8–10 s to first results, but a gene

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> > To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens

> To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens > <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> <https://letsfg.co/mcp>. Approving it opens

> <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> See <https://letsfg.co/for-agents>.

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Executable file

var pathname = window.location.pathname === '/' ? '' : window.location.pathname;   var target = 'https://letsfg.co/developers/docs' + pathname + window.location.search + window.location.hash;

var target = 'https://letsfg.co/developers/docs' + pathname + window.location.search + window.location.hash;

> > To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens

> To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens > <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> <https://letsfg.co/mcp>. Approving it opens

> <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> See <https://letsfg.co/for-agents>.

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| `LETSFG_BEARER_TOKEN` | Token from the connect flow (PFS search + booking) | | `LETSFG_API_KEY` | Developer API key for look-to-book search and booking | | `LETSFG_BASE_URL` | API URL override (default: `https://letsfg.co/developers`) |

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| `LETSFG_BASE_URL` | API URL override (default: `https://letsfg.co/developers`) |

> > To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens

> To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens > <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> <https://letsfg.co/mcp>. Approving it opens

> <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> See <https://letsfg.co/for-agents>.

Connect LetsFG as an MCP server at `https://letsfg.co/mcp` and approve the connection. The consent step opens <https://letsfg.co/connect>: one tap, no card. The card is asked for at your first booking, in a 0.00 Revolut setup — any card, or

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# Step 1 — start (one traveller per call; real details, the e-ticket goes to contact_email) curl -X POST https://letsfg.co/api/agent-book \

curl -X POST https://letsfg.co/api/agent-book \

# Step 2 — poll every 20-30 s curl -X POST https://letsfg.co/api/agent-book/status \

curl -X POST https://letsfg.co/api/agent-book/status \

Full contract: [Building AI Agents](agent-guide.md) and <https://letsfg.co/for-agents>.

curl -X POST https://letsfg.co/developers/api/v1/agents/register \

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-d '{"return_url": "https://example.com/account"}'

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refuses every hotel booking they make. Update with `pip install -U letsfg`,     `npm install letsfg@latest` or `npx -y letsfg-mcp@latest`. The hosted MCP at     <https://letsfg.co/mcp> needs no update.

<https://letsfg.co/mcp> needs no update.

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> > To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens

> To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens > <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> <https://letsfg.co/mcp>. Approving it opens

> <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> See <https://letsfg.co/for-agents>.

<p class="docs-kicker">Official LetsFG documentation</p>     <h1>Search every airline in the world plus the major booking sites, server-side at letsfg.co — and book. Free to connect, no card needed. Move to the Developer API for direct book

<h1>Search every airline in the world plus the major booking sites, server-side at letsfg.co — and book. Free to connect, no card needed. Move to the Developer API for direct booking, hotels and volume access.</h1>     <p class="docs-lead">

<p class="docs-lead">LetsFG has two paths. Connect the MCP server at <code>letsfg.co/mcp</code> once — approving it at <code>letsfg.co/connect</code> takes one tap and needs no card — and search and book for free from Claude, ChatGPT, Curso

<a href="getting-started/" class="docs-button docs-button--primary">Get started</a>       <a href="api-guide/" class="docs-button docs-button--ghost">Public API guide</a>       <a href="https://letsfg.co/developers/api/docs" class="docs-but

<a href="api-guide/" class="docs-button docs-button--ghost">Public API guide</a>       <a href="https://letsfg.co/developers/api/docs" class="docs-button docs-button--ghost" target="_blank">Swagger</a>       <a href="https://letsfg.co/en/de

<a href="https://letsfg.co/developers/api/docs" class="docs-button docs-button--ghost" target="_blank">Swagger</a>

<a href="https://letsfg.co/en/developers" class="docs-button docs-button--ghost" target="_blank">Developers page</a>

| Path | How | Speed | Search cost | Booking | |------|-----|-------|-------------|---------| | **MCP / SDK** (connect at [letsfg.co/connect](https://letsfg.co/connect)) | Server-side search + booking; one-tap MCP consent, no card. The card

|------|-----|-------|-------------|---------| | **MCP / SDK** (connect at [letsfg.co/connect](https://letsfg.co/connect)) | Server-side search + booking; one-tap MCP consent, no card. The card is added at the first booking (0.00 setup) | 8

| **MCP / SDK** (connect at [letsfg.co/connect](https://letsfg.co/connect)) | Server-side search + booking; one-tap MCP consent, no card. The card is added at the first booking (0.00 setup) | 8–10 s to first results; longer to `completed`, 

| **Developer API** ([letsfg.co/developers](https://letsfg.co/developers)) | Runs on our servers; connect a Revolut method | 2–5 s (discover) · 8–10 s to first results (full search) | Look-to-book: 200 free per booking, then $0.01 | `POST /

**When to choose each:** - Use **MCP / SDK** if you want free search and booking — add `https://letsfg.co/mcp` to your assistant and approve it once ([letsfg.co/for-agents](https://letsfg.co/for-agents)), then search and book server-side fo

- Use **MCP / SDK** if you want free search and booking — add `https://letsfg.co/mcp` to your assistant and approve it once ([letsfg.co/for-agents](https://letsfg.co/for-agents)), then search and book server-side for free. `book_flight` / `

- API root: [letsfg.co/developers/api](https://letsfg.co/developers/api)

- OpenAPI JSON: [letsfg.co/developers/api/openapi.json](https://letsfg.co/developers/api/openapi.json)

- Swagger UI: [letsfg.co/developers/api/docs](https://letsfg.co/developers/api/docs)

| | | |---|---| | **Endpoint** | `https://letsfg.co/mcp` |

|---|---| | **Endpoint** | `https://letsfg.co/mcp` | | **Transport** | Streamable HTTP (JSON-RPC 2.0 over `POST`) |

| **Endpoint** | `https://letsfg.co/mcp` |

| **Flow** | Authorization code with PKCE. `S256` is required. | | **Client registration** | Dynamic Client Registration (RFC 7591) is open, so no client ID has to be issued in advance. Public clients (`token_endpoint_auth_method: none`) an

| **Client registration** | Dynamic Client Registration (RFC 7591) is open, so no client ID has to be issued in advance. Public clients (`token_endpoint_auth_method: none`) and `client_secret_basic` are both accepted. | | **Protected resour

| **Protected resource metadata** (RFC 9728) | `https://letsfg.co/developers/api/.well-known/oauth-protected-resource` |

| **Authorization server metadata** (RFC 8414) | `https://letsfg.co/developers/api/.well-known/oauth-authorization-server` |

| **Authorize** | `https://letsfg.co/connect` |

| **Token** | `https://letsfg.co/developers/api/oauth/token` |

| **Register** | `https://letsfg.co/developers/api/oauth/register` |

- **claude.ai / Claude Desktop:** LetsFG is in Claude's official connector directory. Open [claude.ai/directory/letsfg](https://claude.ai/directory/letsfg) and add it. No URL to paste.

- **Claude Code:** `claude mcp add --transport http letsfg https://letsfg.co/mcp`

- **ChatGPT:** add it at chatgpt.com in a browser (the ChatGPT phone app has no way to add one): Plugins → Add → Add custom MCP server, URL `https://letsfg.co/mcp`, authentication OAuth, tick I understand, Create as a plugin. Once added, it

> > To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens

> To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens > <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> <https://letsfg.co/mcp>. Approving it opens

> <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> See <https://letsfg.co/for-agents>.

<div class="docs-callout">   <strong>Use the website-owned schema.</strong> The canonical public contract lives at <code>https://letsfg.co/developers/api/openapi.json</code>. Treat that as the live machine-readable surface, not the old raw 

<strong>Use the website-owned schema.</strong> The canonical public contract lives at <code>https://letsfg.co/developers/api/openapi.json</code>. Treat that as the live machine-readable surface, not the old raw repository link.

<div class="docs-action-row">   <a href="https://letsfg.co/developers/api/openapi.json" class="docs-button docs-button--primary" target="_blank">OpenAPI JSON</a>

<a href="https://letsfg.co/developers/api/openapi.json" class="docs-button docs-button--primary" target="_blank">OpenAPI JSON</a>

<a href="https://letsfg.co/developers/api/docs" class="docs-button docs-button--ghost" target="_blank">Swagger UI</a>

<a href="https://letsfg.co/en/developers" class="docs-button docs-button--ghost" target="_blank">Developers page</a>

| Surface | Best for | |---------|----------| | `https://letsfg.co/developers/api/openapi.json` | Machine-readable schema for generators, SDK tooling, and agent discovery |

|---------|----------| | `https://letsfg.co/developers/api/openapi.json` | Machine-readable schema for generators, SDK tooling, and agent discovery | | `https://letsfg.co/developers/api/docs` | Interactive Swagger UI |

| `https://letsfg.co/developers/api/openapi.json` | Machine-readable schema for generators, SDK tooling, and agent discovery | | `https://letsfg.co/developers/api/docs` | Interactive Swagger UI | | `https://letsfg.co/developers/api/v1` | Th

| `https://letsfg.co/developers/api/docs` | Interactive Swagger UI | | `https://letsfg.co/developers/api/v1` | The actual REST base for requests | | `https://letsfg.co/en/developers` | Human onboarding and account context |

| `https://letsfg.co/developers/api/v1` | The actual REST base for requests |

| `https://letsfg.co/en/developers` | Human onboarding and account context |

curl https://letsfg.co/developers/api/openapi.json | jq '.info, .servers'

curl https://letsfg.co/developers/api/openapi.json | jq '.paths | keys'

> > To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens

> To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens > <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> <https://letsfg.co/mcp>. Approving it opens

> <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> See <https://letsfg.co/for-agents>.

Every package below covers **flights and hotels**, on **one credential**: the token you get by connecting the MCP (one tap at <https://letsfg.co/connect>, no card), or a Developer API key. Flights ask for the card at the first booking. Hote

| **JS/TS SDK + CLI** | `npm install -g letsfg` | SDK + `letsfg` CLI command | Free Bearer token or Developer API key | | **MCP Server** | `npx letsfg-mcp` | Model Context Protocol for AI agents | Free Bearer token or Developer API key | | 

| **MCP Server** | `npx letsfg-mcp` | Model Context Protocol for AI agents | Free Bearer token or Developer API key | | **Remote MCP** | `https://letsfg.co/mcp` | Streamable HTTP — no install needed; **the way to connect** (one-tap OAuth co

| **Remote MCP** | `https://letsfg.co/mcp` | Streamable HTTP — no install needed; **the way to connect** (one-tap OAuth consent, no card) | Nothing up front — connect and approve |

| **Smithery** | [smithery.ai/servers/letsfg](https://smithery.ai/servers/letsfg) | One-click MCP install | Free token or Developer API key |

refuses every hotel booking they make. Update with `pip install -U letsfg`,     `npm install letsfg@latest` or `npx -y letsfg-mcp@latest`. The hosted MCP at     <https://letsfg.co/mcp> needs no update.

<https://letsfg.co/mcp> needs no update.

[![PyPI](https://img.shields.io/pypi/v/letsfg)](https://pypi.org/project/letsfg/)

[Credential-related source omitted]

[Full Python SDK docs →](https://github.com/LetsFG/LetsFG/tree/main/sdk/python)

[![npm](https://img.shields.io/npm/v/letsfg)](https://www.npmjs.com/package/letsfg)

[Full JS SDK docs →](https://github.com/LetsFG/LetsFG/tree/main/sdk/js)

[![npm](https://img.shields.io/npm/v/letsfg-mcp)](https://www.npmjs.com/package/letsfg-mcp)

[Credential-related source omitted]

[Credential-related source omitted]

| `LETSFG_BEARER_TOKEN` | (none) | Token from the connect flow. Reaches **flights and hotels** | | `LETSFG_API_KEY` | (none) | Developer API key (look-to-book search). Also reaches both; required for the account and payment tools | | `LETSF

[Credential-related source omitted]

| `LETSFG_BASE_URL` | `https://letsfg.co/developers` | Override the website-owned public API base |

https://letsfg.co/mcp

This is the recommended way in. In Claude (claude.ai / Claude Desktop) there is nothing to paste: LetsFG is in [Claude's connector directory](https://claude.ai/directory/letsfg). Elsewhere, point your client at the URL and approve the conne

# Claude Code claude mcp add --transport http letsfg https://letsfg.co/mcp

claude mcp add --transport http letsfg https://letsfg.co/mcp

// Cursor (.cursor/mcp.json) — Windsurf uses "serverUrl" instead of "url" { "mcpServers": { "letsfg": { "url": "https://letsfg.co/mcp" } } }

{ "mcpServers": { "letsfg": { "url": "https://letsfg.co/mcp" } } }

[npm page →](https://www.npmjs.com/package/letsfg-mcp)

| Path | Search mode | Auth | Best for | |------|-------------|------|----------| | `https://letsfg.co/mcp` | Server-side at letsfg.co | Approve the connection (one tap, no card) | **Recommended.** No install — flights, hotels and booking o

|------|-------------|------|----------| | `https://letsfg.co/mcp` | Server-side at letsfg.co | Approve the connection (one tap, no card) | **Recommended.** No install — flights, hotels and booking over Streamable HTTP in Claude, ChatGPT, C

| `https://letsfg.co/mcp` | Server-side at letsfg.co | Approve the connection (one tap, no card) | **Recommended.** No install — flights, hotels and booking over Streamable HTTP in Claude, ChatGPT, Cursor, Windsurf |

**Base URL:** `https://letsfg.co/developers/api/v1`

**Interactive docs:** [letsfg.co/developers/api/docs](https://letsfg.co/developers/api/docs)

> > To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens

> To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens > <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> <https://letsfg.co/mcp>. Approving it opens

> <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> See <https://letsfg.co/for-agents>.

**claude.ai / Claude Desktop:** LetsFG is in Claude's official connector directory. Open **[claude.ai/directory/letsfg](https://claude.ai/directory/letsfg)** and add it. No URL to paste. Once added, it works in

**[claude.ai/directory/letsfg](https://claude.ai/directory/letsfg)** and add it. No URL to paste. Once added, it works in

claude mcp add --transport http letsfg https://letsfg.co/mcp

Click **Connect**. The consent step opens <https://letsfg.co/connect>: tap **Approve**. No sign-up form and no card.

The same remote URL also accepts a Developer API key (`X-API-Key` header) from the separate, prepaid product at [letsfg.co/developers](https://letsfg.co/developers). It creates a billing account and blocks search until you fund it. See [Onb

> > To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens

> To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens > <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> <https://letsfg.co/mcp>. Approving it opens

> <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> See <https://letsfg.co/for-agents>.

"mcpServers": {     "letsfg": {       "url": "https://letsfg.co/mcp"

"letsfg": {       "url": "https://letsfg.co/mcp"     }

"url": "https://letsfg.co/mcp"

Cursor prompts you to authenticate the server. The consent step opens <https://letsfg.co/connect>: tap **Approve**. No sign-up form and no card.

The same remote URL also accepts a Developer API key in an `X-API-Key` header, from the separate, prepaid product at [letsfg.co/developers](https://letsfg.co/developers). It creates a billing account and blocks search until you fund it. See

> > To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens

> To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens > <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> <https://letsfg.co/mcp>. Approving it opens

> <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> See <https://letsfg.co/for-agents>.

"mcpServers": {     "letsfg": {       "serverUrl": "https://letsfg.co/mcp"

"letsfg": {       "serverUrl": "https://letsfg.co/mcp"     }

"serverUrl": "https://letsfg.co/mcp"

Windsurf prompts you to authenticate the server. The consent step opens <https://letsfg.co/connect>: tap **Approve**. No sign-up form and no card.

The same remote URL also accepts a Developer API key in an `X-API-Key` header, from the separate, prepaid product at [letsfg.co/developers](https://letsfg.co/developers). It creates a billing account and blocks search until you fund it. See

[Credential-related source omitted]

[Credential-related source omitted]

LETSFG_BASE = "https://letsfg.co/developers/api/v1"

@app.post("/search") async def search(req: SearchRequest):     async with httpx.AsyncClient(timeout=120) as client:

async def search(req: SearchRequest):     async with httpx.AsyncClient(timeout=120) as client:         r = await client.post(

async with httpx.AsyncClient(timeout=120) as client:

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curl -X POST http://localhost:8000/search \

const response = await fetch("https://letsfg.co/developers/api/v1/flights/search", {

[Credential-related source omitted]

const LETSFG_BASE = "https://letsfg.co/developers/api/v1";

const res = await fetch(`${LETSFG_BASE}/flights/search`, {

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const base = "https://letsfg.co/developers/api/v1";

// Start async search   const startRes = await fetch(`${base}/flights/search/async`, {

const startRes = await fetch(`${base}/flights/search/async`, {

while (true) {     await new Promise(r => setTimeout(r, 5_000));     const pollRes = await fetch(`${base}/flights/results/${search_id}`, {

[Credential-related source omitted]

const pollRes = await fetch(`${base}/flights/results/${search_id}`, {

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[Credential-related source omitted]

[Credential-related source omitted]

> > To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens

> To search and book flights, connect LetsFG as an MCP server at > <https://letsfg.co/mcp>. Approving it opens > <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> <https://letsfg.co/mcp>. Approving it opens

> <https://letsfg.co/connect>: one tap, no card. A card is asked for at the first booking.

> See <https://letsfg.co/for-agents>.

[Credential-related source omitted]

[Credential-related source omitted]

base = "https://letsfg.co/developers/api/v1"

[Credential-related source omitted]

async with httpx.AsyncClient(timeout=60) as http:

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**Claude (claude.ai / Claude Desktop):** no config needed. LetsFG is in Claude's connector directory: add it at [claude.ai/directory/letsfg](https://claude.ai/directory/letsfg). The config below runs the local stdio server with a

add it at [claude.ai/directory/letsfg](https://claude.ai/directory/letsfg). The config below runs the local stdio server with a

[Credential-related source omitted]

[Credential-related source omitted]

{   "$schema": "https://glama.ai/mcp/schemas/server.json",

"$schema": "https://glama.ai/mcp/schemas/server.json",

Search and book real flights and hotels from inside [Hermes Agent](https://hermes-agent.nousresearch.com). Ask for the cheapest way to London next Friday, a round trip with open dates, where you could fly in Europe on a long weekend, or a h

[LetsFG](https://letsfg.co) searches every airline and the major travel sites in one go, checks every airport in a city, tests split tickets and prices the bags. A flight's details show its on-time record and how to get from the airport int

LetsFG signs in with OAuth 2.1 and Dynamic Client Registration. There is no API key, and nothing secret lives in this repository. The server itself (`https://letsfg.co/mcp`, Streamable HTTP) is added with one command, because a plugin canno

hermes mcp add letsfg --url https://letsfg.co/mcp --auth oauth --connect-timeout 300

Start a new Hermes session afterwards, or run `/reload-mcp` in an open one. Tokens are cached under `~/.hermes/mcp-tokens/` and refresh on their own. On a headless host, see Hermes' [OAuth over SSH guide](https://hermes-agent.nousresearch.c

- Hosted-only connector: this folder is the whole plugin. It has no Python code, hooks or environment variables, and it does not update itself. Every tool call goes to `https://letsfg.co/mcp` over HTTPS.

- Access is scoped to the signed-in LetsFG account. Traveller details you give for a booking are stored on that account and used to book. - Card details are never taken in the chat. - Privacy policy: https://letsfg.co/en/privacy · Terms: ht

- Privacy policy: https://letsfg.co/en/privacy · Terms: https://letsfg.co/en/terms

The same server works in any MCP client: add `https://letsfg.co/mcp` as a remote (Streamable HTTP) server with OAuth. Setup for agents: https://letsfg.co/for-agents

- E-mail: contact@letsfg.co - Website: https://letsfg.co

- Website: https://letsfg.co

This folder (plugin manifests, skill and docs) is MIT licensed. The hosted LetsFG service and MCP server are separate and governed by the [LetsFG terms](https://letsfg.co/en/terms).

{   "$schema": "https://agent-plugins.org/schemas/1.0.0/plugin.schema.json",

"$schema": "https://agent-plugins.org/schemas/1.0.0/plugin.schema.json",

"name": "LetsFG",     "email": "contact@letsfg.co",     "url": "https://letsfg.co"

"email": "contact@letsfg.co",     "url": "https://letsfg.co"   },

"url": "https://letsfg.co"

},   "homepage": "https://letsfg.co",   "repository": "https://github.com/LetsFG/LetsFG",

"homepage": "https://letsfg.co",

"repository": "https://github.com/LetsFG/LetsFG",

author: LetsFG license: MIT compatibility: Requires the LetsFG MCP connector at https://letsfg.co/mcp (Streamable HTTP, OAuth 2.1 with Dynamic Client Registration) and network access.

license: MIT compatibility: Requires the LetsFG MCP connector at https://letsfg.co/mcp (Streamable HTTP, OAuth 2.1 with Dynamic Client Registration) and network access. metadata:

compatibility: Requires the LetsFG MCP connector at https://letsfg.co/mcp (Streamable HTTP, OAuth 2.1 with Dynamic Client Registration) and network access.

hermes mcp add letsfg --url https://letsfg.co/mcp --auth oauth --connect-timeout 300

"name": "LetsFG",     "email": "contact@letsfg.co",     "url": "https://letsfg.co"

"email": "contact@letsfg.co",     "url": "https://letsfg.co"   },

"url": "https://letsfg.co"

},   "homepage": "https://letsfg.co",   "repository": "https://github.com/LetsFG/LetsFG",

"homepage": "https://letsfg.co",

"repository": "https://github.com/LetsFG/LetsFG",

"mcpServers": {     "letsfg": {       "url": "https://letsfg.co/mcp",

"letsfg": {       "url": "https://letsfg.co/mcp",       "description": "Enable this plugin and connect your LetsFG account in OpenClaw.",

"url": "https://letsfg.co/mcp",

Search and book real flights and hotels from inside [OpenClaw](https://openclaw.ai). Ask for the cheapest way to London next Friday, a round trip with open dates, where you could fly in Europe on a long weekend, or a hotel with breakfast ne

[LetsFG](https://letsfg.co) searches every airline and the major travel sites in one go, checks every airport in a city, tests split tickets and prices the bags. A flight's details show its on-time record and how to get from the airport int

This plugin connects OpenClaw to the hosted LetsFG MCP server (`letsfg`) at `https://letsfg.co/mcp`, over Streamable HTTP. It has no code of its own: the server's tools and instructions are the whole integration.

openclaw mcp set letsfg '{"url":"https://letsfg.co/mcp","transport":"streamable-http","auth":"oauth","oauth":{"scope":"flights:search flights:book hotels:search hotels:book profile:read"}}'

- Hosted-only connector: this folder is the whole plugin. It has no code, hooks or environment variables. Every tool call goes to `https://letsfg.co/mcp` over HTTPS.

- Access is scoped to the signed-in LetsFG account. Traveller details you give for a booking are stored on that account and used to book. - Card details are never taken in the chat. - Privacy policy: https://letsfg.co/en/privacy · Terms: ht

- Privacy policy: https://letsfg.co/en/privacy · Terms: https://letsfg.co/en/terms

The same server works in any MCP client: add `https://letsfg.co/mcp` as a remote (Streamable HTTP) server with OAuth. Setup for agents: https://letsfg.co/for-agents

- E-mail: contact@letsfg.co - Issues: https://github.com/LetsFG/LetsFG/issues

- Issues: https://github.com/LetsFG/LetsFG/issues

- Website: https://letsfg.co

This folder (plugin manifests and docs) is MIT licensed. The hosted LetsFG service and MCP server are separate and governed by the [LetsFG terms](https://letsfg.co/en/terms).

"mcpServers": {     "letsfg": {       "url": "https://letsfg.co/mcp",

"letsfg": {       "url": "https://letsfg.co/mcp",       "description": "Enable this plugin and connect your LetsFG account in OpenClaw.",

"url": "https://letsfg.co/mcp",

Executable file

"description": "Search and book real flights and hotels: every airline and the major travel sites, split tickets and bag prices. A booking starts only when you press Approve in an e-mail from LetsFG.",   "license": "MIT",   "author": "LetsF

"license": "MIT",   "author": "LetsFG <contact@letsfg.co> (https://letsfg.co)",   "homepage": "https://letsfg.co",

"author": "LetsFG <contact@letsfg.co> (https://letsfg.co)",

"homepage": "https://letsfg.co",

"repository": {     "type": "git",     "url": "https://github.com/LetsFG/LetsFG.git",

"type": "git",     "url": "https://github.com/LetsFG/LetsFG.git",     "directory": "integrations/openclaw"

"url": "https://github.com/LetsFG/LetsFG.git",

"directory": "integrations/openclaw"   },   "bugs": "https://github.com/LetsFG/LetsFG/issues",

},   "bugs": "https://github.com/LetsFG/LetsFG/issues",   "keywords": [

"bugs": "https://github.com/LetsFG/LetsFG/issues",

Executable file

collect: {       url: [         'http://localhost:3000/en/flights/gdn-bcn/',

url: [         'http://localhost:3000/en/flights/gdn-bcn/',         'http://localhost:3000/en/flights/lhr-jfk/',

'http://localhost:3000/en/flights/gdn-bcn/',

'http://localhost:3000/en/flights/lhr-jfk/',

{   "_comment": "One credential reaches BOTH flights and hotels: the token from the connect flow (LETSFG_BEARER_TOKEN) or a Developer API key (LETSFG_API_KEY). Connect through the hosted MCP at https://letsfg.co/mcp: the consent step opens 

[Credential-related source omitted]

[Credential-related source omitted]

[Credential-related source omitted]

site_name: LetsFG Docs site_url: https://letsfg.co/developers/docs

site_url: https://letsfg.co/developers/docs

repo_url: https://github.com/LetsFG/LetsFG

Executable file

Executable file

**PFS Bearer token** (free search + booking): one tap at <https://letsfg.co/connect>, no card.

connecting the MCP server at `https://letsfg.co/mcp`, or via `letsfg auth`.

name: LetsFG Support     email: contact@letsfg.co     url: https://letsfg.co

email: contact@letsfg.co     url: https://letsfg.co   license:

url: https://letsfg.co

license:     name: MIT     url: https://opensource.org/licenses/MIT

url: https://opensource.org/licenses/MIT

servers:   - url: https://letsfg.co/developers/api/v1

- url: https://letsfg.co/developers/api/v1

seller deep link: the seller link stays server-side and only LetsFG's booking agent             follows it.           example: "https://letsfg.co/en/offer/srch_123/off_abc123"

follows it.           example: "https://letsfg.co/en/offer/srch_123/off_abc123"         book_url:

example: "https://letsfg.co/en/offer/srch_123/off_abc123"

format: uri           description: "The API route that books this offer on your connected method."           example: "https://letsfg.co/developers/api/v1/flights/book"

description: "The API route that books this offer on your connected method."           example: "https://letsfg.co/developers/api/v1/flights/book"         outbound:

example: "https://letsfg.co/developers/api/v1/flights/book"

[Credential-related source omitted]

format: uri           description: "Open in a browser to save a card or Revolut Pay. Nothing is charged."           example: "https://letsfg.co/connect?dev=sess_abc123"

description: "Open in a browser to save a card or Revolut Pay. Nothing is charged."           example: "https://letsfg.co/connect?dev=sess_abc123"         expires_in_seconds:

example: "https://letsfg.co/connect?dev=sess_abc123"

Executable file

Executable file

[Credential-related source omitted]

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[![GitHub stars](https://img.shields.io/github/stars/LetsFG/LetsFG?style=social)](https://github.com/LetsFG/LetsFG)

[![npm](https://img.shields.io/npm/v/letsfg)](https://www.npmjs.com/package/letsfg)

| | **CLI / SDK** (this package) | **Developer API** | |---|---|---| | **Search cost** | Free (token from [letsfg.co/connect](https://letsfg.co/connect), one tap, no card) | Prepaid credits |

|---|---|---| | **Search cost** | Free (token from [letsfg.co/connect](https://letsfg.co/connect), one tap, no card) | Prepaid credits | | **Booking** | `POST /api/agent-book` — fare held on your card, a LetsFG agent buys the ticket, captur

| **Search cost** | Free (token from [letsfg.co/connect](https://letsfg.co/connect), one tap, no card) | Prepaid credits |

| **Booking** | `POST /api/agent-book` — fare held on your card, a LetsFG agent buys the ticket, captured only on a real PNR. Every offer. | Direct airline URL (unlock required first) | | **Speed** | 8–10 s to first results; longer on a spl

| **Setup** | `npm install letsfg`, then connect at [letsfg.co/mcp](https://letsfg.co/mcp) | [letsfg.co/developers](https://letsfg.co/developers) |

> **Building a product, or need hotels?** Use the [Developer API](https://letsfg.co/developers) — look-to-book search (200 free after every booking, then $0.01), booking through `POST /flights/book`, no booking fee and no transaction fee.

Connect LetsFG as an MCP server at `https://letsfg.co/mcp` and

approve the connection — in Claude (from its connector directory, [claude.ai/directory/letsfg](https://claude.ai/directory/letsfg)), ChatGPT, Cursor, Windsurf, or Claude Code (`claude mcp add --transport http letsfg https://letsfg.co/mcp`).

[claude.ai/directory/letsfg](https://claude.ai/directory/letsfg)), ChatGPT, Cursor, Windsurf, or Claude Code

(`claude mcp add --transport http letsfg https://letsfg.co/mcp`).

The consent step opens [letsfg.co/connect](https://letsfg.co/connect): one tap,

do {   await new Promise(r => setTimeout(r, 25_000));   status = await (await fetch('https://letsfg.co/api/agent-book/status', {

await new Promise(r => setTimeout(r, 25_000));   status = await (await fetch('https://letsfg.co/api/agent-book/status', {     method: 'POST',

status = await (await fetch('https://letsfg.co/api/agent-book/status', {

[Credential-related source omitted]

Full semantics: [docs/api-search.md](https://github.com/LetsFG/LetsFG/blob/main/docs/api-search.md#starlink-wi-fi).

- **MCP Server**: `npx letsfg-mcp` — [npm](https://www.npmjs.com/package/letsfg-mcp)

- **Python SDK + CLI**: `pip install letsfg` — [PyPI](https://pypi.org/project/letsfg/)

- **Try without installing**: [letsfg.co](https://letsfg.co) — search instantly in your browser

- **GitHub**: [LetsFG/LetsFG](https://github.com/LetsFG/LetsFG)

> ⭐ **[Star the repo](https://github.com/LetsFG/LetsFG)** — we appreciate the support.

> the reservation-fee fields retired on 2026-09-11 (`expected_balance`, no `expected_cost`), and the API refuses > every hotel booking they make. Update with `pip install -U letsfg`, `npm install letsfg@latest` or > `npx -y letsfg-mcp@lates

> `npx -y letsfg-mcp@latest`. The hosted MCP at `https://letsfg.co/mcp` needs no update.

[Credential-related source omitted]

"node_modules/@esbuild/aix-ppc64": {       "version": "0.27.3",       "resolved": "https://registry.npmjs.org/@esbuild/aix-ppc64/-/aix-ppc64-0.27.3.tgz",

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