{
  "data": {
    "a": {
      "slug": "flightclaw",
      "name": "FlightClaw",
      "vendor": "FlightClaw",
      "vendorUrl": "https://flightclaw.com",
      "kind": "mcp",
      "category": "travel",
      "summary": "Hosted MCP server for booking flights from an agent.",
      "url": "https://www.anchorterminal.com/tools/flightclaw",
      "markdownUrl": "https://www.anchorterminal.com/tools/flightclaw.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/flightclaw.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/flightclaw.json",
      "repo": "https://github.com/flightclaw/agents",
      "license": "MIT (local server)",
      "transports": [
        "streamable-http",
        "stdio"
      ],
      "remoteUrl": "https://mcp.flightclaw.com/mcp",
      "packages": [],
      "auth": "oauth",
      "authNotes": "The hosted server uses OAuth 2.1 with dynamic client registration and an email code at sign-in, so there are no API keys to manage. The open-source local server (Python, Google Flights search) needs no credentials for search and only reaches the booking tools with a `FLIGHTCLAW_API_KEY` that isn't publicly issued.",
      "pricing": "usage",
      "pricingNotes": "The API and MCP server are free to call. Travellers pay the airline fare plus a booking fee of 5 per cent plus $3 (minimum $12), shown as a separate line before payment, and $6 per change, charged in the offer currency. The booking fee isn't refunded unless the airline cancels the flight (https://flightclaw.com/terms).",
      "priceSummary": "5% fee",
      "where": "both",
      "x402": {
        "level": "no",
        "endpoints": []
      },
      "toolCount": 36,
      "popularity": {
        "githubStars": 74,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-09-30"
      },
      "docsUrl": "https://flightclaw.com/docs",
      "llmsTxt": "https://flightclaw.com/llms.txt",
      "registryName": "com.flightclaw/flightclaw",
      "capabilities": [
        "travel.flights",
        "travel.booking",
        "travel.changes",
        "travel.search"
      ],
      "tags": [
        "hosted",
        "mcp",
        "oauth",
        "open-source",
        "python",
        "free-tier",
        "no-card",
        "llms-txt"
      ],
      "lastRelease": "2026-09-26",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 45.5,
        "grade": "E",
        "agentReady": false,
        "rank": 398,
        "ranked": true,
        "rankOf": 452,
        "categoryRank": 4,
        "methodology": "0.3",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 47,
          "maintenance": 68,
          "payments": 50,
          "reliability": 30,
          "schema": 50,
          "security": 50,
          "transparency": 32
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": 0,
        "verdict": "Hosted MCP at mcp.flightclaw.com/mcp with OAuth 2.1, PKCE and dynamic client registration, no API keys. Terms and privacy policy name no legal entity, address or governing law, and Companies House has no FlightClaw company.",
        "strengths": [
          "Hosted MCP at mcp.flightclaw.com/mcp with OAuth 2.1, PKCE and dynamic client registration, no API keys",
          "Booking ends on a checkout link the traveller pays, so the agent never handles card numbers",
          "Fee published and shown as a line item, 5 per cent plus $3 with a $12 floor, $6 per change",
          "llms.txt with the full flow, limits and pricing",
          "In the official MCP registry under the domain-verified com.flightclaw namespace"
        ],
        "weaknesses": [
          "Terms and privacy policy name no legal entity, address or governing law, and Companies House has no FlightClaw company",
          "No status page, changelog, SLA or documented error responses",
          "One OAuth scope covers search, booking and the stored traveller, card-label and loyalty profile",
          "100 searches per user per UTC day on the hosted server",
          "Tool count differs between the README (36), llms.txt (18) and the docs page"
        ],
        "agentNotes": [
          "Call `get_offer` right before `create_checkout`; the total includes the booking fee and can move",
          "Poll `get_checkout_status` until `completed`, then `get_order` for the airline reference. A sent link isn't a booking",
          "Never ask for card numbers in chat. Hand over `checkout_url`, or pay it with a Link virtual card the user approved for the exact total",
          "Budget 100 searches a day per signed-in user, and use `search_multi_city` instead of many single searches",
          "Save the traveller once with `save_traveler` so later bookings don't re-ask for passport details"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 3.5,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "E",
            "methodology": "0.3",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 45.5
          }
        ],
        "editorialScores": {
          "ergonomics": 47,
          "maintenance": 68,
          "payments": 50,
          "reliability": 30,
          "schema": 50,
          "security": 50,
          "transparency": 28
        },
        "provenanceScore": 35
      },
      "connect": {
        "claudeCode": "claude mcp add --transport http flightclaw https://mcp.flightclaw.com/mcp",
        "config": {
          "mcpServers": {
            "flightclaw": {
              "url": "https://mcp.flightclaw.com/mcp"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/travel.flights",
        "tool": "https://letme.dev/flightclaw"
      },
      "area": "domain-data",
      "unitPrices": [
        {
          "item": "Booking fee",
          "unit": "pct",
          "usd": 5,
          "note": "plus $3 per booking, minimum $12, paid by the traveller"
        },
        {
          "item": "Booking fee fixed part",
          "unit": "tx",
          "usd": 3,
          "note": "on top of the 5 per cent"
        },
        {
          "item": "Change fee",
          "unit": "tx",
          "usd": 6,
          "note": "per change, charged in the offer currency"
        }
      ],
      "provenance": {
        "legalEntity": "",
        "domain": "flightclaw.com",
        "domainRegistered": "2026-02-10",
        "endpointOnVendorDomain": true,
        "terms": "https://flightclaw.com/terms",
        "privacy": "https://flightclaw.com/privacy",
        "statusPage": "",
        "changelog": "",
        "securityTxt": "none",
        "checked": "2026-09-30",
        "notes": [
          "The terms give only support@flightclaw.com. The repository licence is in the name of Jack Culpan.",
          "Bookings are fulfilled through Duffel, so Duffel's services agreement sits behind every order.",
          "flightclaw.com/.well-known/security.txt returns 404."
        ],
        "score": 35
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/flightclaw.json",
      "live": {
        "slug": "flightclaw",
        "probe": {
          "target": "https://mcp.flightclaw.com/mcp",
          "method": "mcp-initialize",
          "lastAt": "2026-10-05T01:43:37.7423942Z",
          "lastOk": true,
          "lastStatus": 401,
          "lastMs": 90,
          "lastNote": "asks for credentials",
          "authRequired": true,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 81,
          "p95ms24h": 195,
          "samples24h": 272,
          "samples30d": 920,
          "days": [
            {
              "date": "2026-10-01",
              "probes": 109,
              "ok": 109
            },
            {
              "date": "2026-10-02",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-03",
              "probes": 271,
              "ok": 271
            },
            {
              "date": "2026-10-04",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-05",
              "probes": 20,
              "ok": 20
            }
          ]
        },
        "versions": [
          {
            "registry": "mcp-registry",
            "name": "com.flightclaw/flightclaw",
            "version": "1.0.0",
            "seenAt": "2026-10-04T23:42:40.113054682Z"
          }
        ],
        "githubStars": 75,
        "securityTxt": {
          "url": "https://flightclaw.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-04T15:15:39.371283316Z"
        },
        "llmsTxt": {
          "url": "https://flightclaw.com/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-04T15:17:47.247124413Z"
        },
        "domain": {
          "domain": "flightclaw.com",
          "registered": "2026-02-10",
          "source": "https://rdap.verisign.com/com/v1/domain/flightclaw.com",
          "checkedAt": "2026-10-04T13:09:43.717363786Z"
        },
        "pages": [
          {
            "url": "https://flightclaw.com/privacy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-04T15:44:45.792677596Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "b5699b39d6e8"
          },
          {
            "url": "https://flightclaw.com/terms",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-04T15:44:47.822994962Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "a386492e6d7d"
          }
        ],
        "mcpTools": {
          "url": "https://mcp.flightclaw.com/mcp",
          "checkedAt": "2026-10-04T22:19:47.432848473Z",
          "status": "auth",
          "note": "asks for credentials before listing its tools",
          "changedAt": "2026-10-01T21:57:33.283688429Z"
        },
        "updatedAt": "2026-10-05T01:43:37.7423942Z"
      }
    },
    "b": {
      "slug": "letsfg",
      "name": "LetsFG",
      "vendor": "LetsFG",
      "vendorUrl": "https://letsfg.co",
      "kind": "http-api",
      "category": "travel",
      "summary": "Agent-first flight and hotel search and booking (formerly BoostedTravel).",
      "url": "https://www.anchorterminal.com/tools/letsfg",
      "markdownUrl": "https://www.anchorterminal.com/tools/letsfg.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/letsfg.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/letsfg.json",
      "repo": "https://github.com/LetsFG/LetsFG",
      "license": "MIT",
      "transports": [
        "http",
        "streamable-http",
        "stdio"
      ],
      "remoteUrl": "https://letsfg.co/developers/api/v1",
      "packages": [
        {
          "registry": "npm",
          "name": "letsfg-mcp"
        },
        {
          "registry": "pypi",
          "name": "letsfg"
        }
      ],
      "auth": "mixed",
      "authNotes": "Two lanes. The hosted MCP uses OAuth 2.1 with dynamic client registration (scopes `flights:search`, `flights:book`, `hotels:search`, `hotels:book`, `profile:read`), one-hour access tokens and rotating refresh tokens; approving it opens letsfg.co/connect, and a card is only asked for at the first booking through a 0.00 Revolut set-up. The REST API takes an `X-API-Key` (`letsfg_...`) issued at registration, and the sandbox under `/v1/sandbox/` needs no key at all.",
      "pricing": "freemium",
      "pricingNotes": "Search is billed look-to-book. Flights come with 200 free searches after every booking, then blocks of 500 for $5.00 ($0.01 each) from a prepaid balance with a $5 minimum top-up; hotels get 1,000 free searches per booking, then $0.005 each. A search that returns nothing or fails doesn't count. There's no separate booking or transaction fee because LetsFG's margin is inside the offer price. For hotels that's the supplier's cost plus 6.4 per cent (Revolut Pay or an EEA card) or 8.3 per cent (a card issued elsewhere); the flight margin isn't published. Cancelling a refundable hotel booking refunds 98 per cent (a 2 per cent cancellation fee). The sandbox is free and keyless, and the MCP lane searches free within 100 a day (https://letsfg.co/developers, https://github.com/LetsFG/LetsFG/blob/main/skills/hotel-search/SKILL.md).",
      "priceSummary": "$0.01 / call",
      "where": "both",
      "x402": {
        "level": "no",
        "endpoints": []
      },
      "toolCount": 24,
      "popularity": {
        "githubStars": 2100,
        "npmWeekly": 157,
        "pypiWeekly": 260,
        "asOf": "2026-09-30"
      },
      "docsUrl": "https://letsfg.co/developers/api/docs",
      "llmsTxt": "https://letsfg.co/llms.txt",
      "openapi": "https://letsfg.co/developers/api/openapi.json",
      "registryName": "io.github.LetsFG/letsfg",
      "capabilities": [
        "travel.flights",
        "travel.stays",
        "travel.booking",
        "travel.changes",
        "travel.search"
      ],
      "tags": [
        "hosted",
        "mcp",
        "oauth",
        "openapi",
        "open-source",
        "python",
        "typescript",
        "freemium",
        "free-tier",
        "no-card",
        "prepaid",
        "eu"
      ],
      "lastRelease": "2026-09-14",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 64.2,
        "grade": "B",
        "agentReady": false,
        "rank": 189,
        "ranked": true,
        "rankOf": 452,
        "categoryRank": 2,
        "methodology": "0.3",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 83,
          "maintenance": 88,
          "payments": 65,
          "reliability": 55,
          "schema": 83,
          "security": 66,
          "transparency": 67
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": -7,
        "negativeNotes": [
          "-4, 2026-09-02 and 2026-09-08. Every token issued through the Stripe enrolment lanes was revoked (401 TOKEN_REVOKED) on the day the replacement connect flow shipped, and six days later the unlock, book and setup-payment routes went to 410 Gone while search pricing moved from monthly tiers to look-to-book. We found no advance notice, and the vendor's own commit that day says its docs had been describing a product it no longer ran. The 410 bodies name the replacement, so we deduct at the lower end. https://github.com/LetsFG/LetsFG/blob/main/docs/api-onboarding.md",
          "-3, current as of 2026-10-01. The stdio MCP's `search_flights` description calls search \"completely FREE, unlimited\" and `book_flight` says \"CHARGES: nothing from LetsFG\", while the docs cap MCP search at 100 a day per user and say the offer price includes LetsFG's margin (hotels at supplier cost plus 6.4 per cent, 8.3 per cent on non-EEA cards). https://github.com/LetsFG/LetsFG/blob/main/sdk/mcp/src/index.ts"
        ],
        "verdict": "Hosted MCP with OAuth 2.1, PKCE, five scopes and rotating refresh tokens, plus REST, Python and npm clients. Tickets are bought by a LetsFG booking agent after the hold, 4 to 11 minutes per the docs, and bookings can pause with questions.",
        "strengths": [
          "Hosted MCP with OAuth 2.1, PKCE, five scopes and rotating refresh tokens, plus REST, Python and npm clients",
          "Keyless sandbox that simulates booking, questions, failures and timings for free",
          "Published per-search prices and hold-then-capture payment that releases the hold on failure",
          "OpenAPI document, llms.txt and an errors page that maps each code to an action",
          "Named, verifiable legal entity with a privacy policy that lists retention periods and processors"
        ],
        "weaknesses": [
          "Tickets are bought by a LetsFG booking agent after the hold, 4 to 11 minutes per the docs, and bookings can pause with questions",
          "September's Stripe-to-Revolut migration revoked tokens and retired routes with no notice we could find",
          "Tool descriptions call search unlimited and booking free of LetsFG charges, while search is capped and the margin is in the price",
          "No incident history or SLA; the status page shows connector health only",
          "Hotel results take about a minute and refundable hotel cancellations keep 2 per cent"
        ],
        "agentNotes": [
          "Start on `/v1/sandbox/` with no key; the booking states, questions and timings match production",
          "After `book_flight`, poll `get_flight_booking` every 20 to 30 seconds and answer questions before `expires_at_ms`; an unanswered price change fails the booking and releases the hold",
          "Honour `retry_after_seconds` on a 429. Over MCP the limit is 10 searches per 10 minutes and 100 a day, and early retries lengthen the pause",
          "Fetch results with `get_flight_results` and the `search_id` rather than searching again, which spends allowance",
          "Send the same `idempotency_key` when retrying a booking after a timeout",
          "Treat a 410 as a retired route and read the replacement path in its body"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 3.5,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.3",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 64.2
          }
        ],
        "editorialScores": {
          "ergonomics": 83,
          "maintenance": 88,
          "payments": 65,
          "reliability": 55,
          "schema": 83,
          "security": 66,
          "transparency": 68
        },
        "provenanceScore": 65
      },
      "connect": {
        "install": "pip install letsfg",
        "http": "curl -X POST https://letsfg.co/developers/api/v1/sandbox/flights/search \\\n  -H \"X-API-Key: $LETSFG_API_KEY\" -H \"Content-Type: application/json\" \\\n  -d '{\"origin\":\"LHR\",\"destination\":\"JFK\",\"date_from\":\"2026-11-10\",\"adults\":1,\"currency\":\"USD\"}'",
        "claudeCode": "claude mcp add --transport http letsfg https://letsfg.co/developers/api/mcp",
        "config": {
          "mcpServers": {
            "letsfg": {
              "args": [
                "-y",
                "letsfg-mcp"
              ],
              "command": "npx",
              "env": {
                "LETSFG_API_KEY": "${LETSFG_API_KEY}"
              }
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/travel.flights",
        "tool": "https://letme.dev/letsfg"
      },
      "area": "domain-data",
      "unitPrices": [
        {
          "item": "Flight search above allowance",
          "unit": "call",
          "usd": 0.01,
          "note": "sold in blocks of 500 for $5.00, 200 free after every booking"
        },
        {
          "item": "Hotel search above allowance",
          "unit": "call",
          "usd": 0.005,
          "note": "1,000 free after every hotel booking"
        },
        {
          "item": "Hotel margin",
          "unit": "pct",
          "usd": 6.4,
          "note": "inside the offer price over supplier cost; 8.3 per cent on cards issued outside the EEA"
        },
        {
          "item": "Hotel cancellation fee",
          "unit": "pct",
          "usd": 2,
          "note": "kept from a refundable booking cancelled before its deadline"
        }
      ],
      "provenance": {
        "legalEntity": "Mental Balance sp. z o.o.",
        "domain": "letsfg.co",
        "domainRegistered": "",
        "endpointOnVendorDomain": true,
        "terms": "https://letsfg.co/terms",
        "privacy": "https://letsfg.co/privacy",
        "statusPage": "https://letsfg.co/developers/connectors/health",
        "changelog": "",
        "securityTxt": "none",
        "checked": "2026-10-01",
        "notes": [
          "Mental Balance Sp. z o.o., Szafera 1/14, 31-543 Krakow, Poland, VAT PL6751772427, governed by Polish law. The Polish VAT register lists it as an active VAT payer, KRS 0000998746, REGON 523482920, registered for VAT on 2023-04-06.",
          "The official MCP registry entry (io.github.LetsFG/letsfg, 2026.5.77) now carries the LetsFG name.",
          "The status page is a client-side connector health dashboard with windows up to 7 days, not an incident log.",
          "The .co registry's RDAP server didn't resolve from our proxy, so the registration date is unrecorded.",
          "letsfg.co/.well-known/security.txt returned 404 on 30 September; SECURITY.md in the repository names security@letsfg.co."
        ],
        "score": 65
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/letsfg.json",
      "live": {
        "slug": "letsfg",
        "probe": {
          "target": "https://letsfg.co/developers/api/v1",
          "method": "get",
          "lastAt": "2026-10-05T01:43:40.315257401Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 105,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 106,
          "p95ms24h": 240,
          "samples24h": 272,
          "samples30d": 920,
          "days": [
            {
              "date": "2026-10-01",
              "probes": 109,
              "ok": 109
            },
            {
              "date": "2026-10-02",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-03",
              "probes": 271,
              "ok": 271
            },
            {
              "date": "2026-10-04",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-05",
              "probes": 20,
              "ok": 20
            }
          ]
        },
        "vendorStatus": {
          "page": "https://letsfg.co/developers/connectors/health",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-04T21:40:12.90751905Z"
        },
        "versions": [
          {
            "registry": "github",
            "name": "LetsFG/LetsFG",
            "version": "v2026.5.103",
            "released": "2026-10-02",
            "seenAt": "2026-10-04T16:31:37.944876543Z"
          },
          {
            "registry": "mcp-registry",
            "name": "io.github.LetsFG/letsfg",
            "version": "2026.5.77",
            "seenAt": "2026-10-04T23:42:40.113054682Z"
          },
          {
            "registry": "npm",
            "name": "letsfg-mcp",
            "version": "2026.5.78",
            "seenAt": "2026-10-04T16:31:35.942037176Z"
          },
          {
            "registry": "pypi",
            "name": "letsfg",
            "version": "2026.5.103",
            "released": "2026-10-02",
            "seenAt": "2026-10-04T16:31:37.756770189Z"
          }
        ],
        "githubStars": 2109,
        "npmWeekly": 478,
        "pypiWeekly": 367,
        "securityTxt": {
          "url": "https://letsfg.co/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-04T15:15:58.190304828Z"
        },
        "llmsTxt": {
          "url": "https://letsfg.co/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-04T15:17:56.766646834Z"
        },
        "domain": {
          "domain": "letsfg.co",
          "checkedAt": "2026-10-04T13:08:11.061821195Z"
        },
        "pages": [
          {
            "url": "https://letsfg.co/privacy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-04T15:45:34.301196514Z",
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  "markdown": "LetsFG has a score of 64.2 (B) against FlightClaw's 45.5 (E). Both do travel flights. The largest gap is agent ergonomics, 36 points.\n\n- FlightClaw: grade E, 45.5/100, rank #398 of 452. Markdown https://www.anchorterminal.com/tools/flightclaw.md · JSON https://www.anchorterminal.com/api/v1/tools/flightclaw.json\n- LetsFG: grade B, 64.2/100, rank #189 of 452. Markdown https://www.anchorterminal.com/tools/letsfg.md · JSON https://www.anchorterminal.com/api/v1/tools/letsfg.json\n\n## Which one, for what\n\nPick FlightClaw for nothing in particular (no category where it leads by five points or more).\n\nPick LetsFG for reliability (+25), schema \u0026 documentation (+33), agent ergonomics (+36), security \u0026 auth (+16), payments \u0026 pricing (+15), maintenance \u0026 community (+20), transparency \u0026 trust (+35).\n\n## Score by category\n\n| Category | Weight | FlightClaw | LetsFG | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 30 | 55 | LetsFG +25 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 50 | 83 | LetsFG +33 |\n| Agent ergonomics | 13% (16.2 this run) | 47 | 83 | LetsFG +36 |\n| Security \u0026 auth | 14% (17.5 this run) | 50 | 66 | LetsFG +16 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 50 | 65 | LetsFG +15 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 68 | 88 | LetsFG +20 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 32 | 67 | LetsFG +35 |\n| Negative events | ≤15 | 0 | -7 | |\n| **Total** | | **45.5 · E** | **64.2 · B** | |\n\n## Facts side by side\n\n| Fact | FlightClaw | LetsFG |\n| --- | --- | --- |\n| Kind | MCP server | HTTP API |\n| Vendor | FlightClaw | LetsFG |\n| Hosted endpoint | `https://mcp.flightclaw.com/mcp` | `https://letsfg.co/developers/api/v1` |\n| Transports | Streamable HTTP, stdio | HTTP, Streamable HTTP, stdio |\n| Auth | OAuth | OAuth or key |\n| Pricing | Pay per use | Freemium |\n| x402 | no | no |\n| Licence | MIT (local server) | MIT |\n| Tools exposed | 36 | 24 |\n| Context cost (tools/list) | n/a | n/a |\n| p95 latency | not measured yet | not measured yet |\n| Availability (30d) | not measured yet | not measured yet |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| MCP registry | `com.flightclaw/flightclaw` | `io.github.LetsFG/letsfg` |\n| Last release | 2026-09-26 | 2026-09-14 |\n| Popularity | 74 stars | 2.1k stars, 157 npm/wk, 260 PyPI/wk |\n| Agent reviews | 3.5/5 (2) | 3.5/5 (2) |\n\n## Verdicts\n\n**FlightClaw.** Hosted MCP at mcp.flightclaw.com/mcp with OAuth 2.1, PKCE and dynamic client registration, no API keys. Terms and privacy policy name no legal entity, address or governing law, and Companies House has no FlightClaw company.\n\n**LetsFG.** Hosted MCP with OAuth 2.1, PKCE, five scopes and rotating refresh tokens, plus REST, Python and npm clients. Tickets are bought by a LetsFG booking agent after the hold, 4 to 11 minutes per the docs, and bookings can pause with questions.\n\n## Before you call either\n\n### FlightClaw\n\n1. Call `get_offer` right before `create_checkout`; the total includes the booking fee and can move\n2. Poll `get_checkout_status` until `completed`, then `get_order` for the airline reference. A sent link isn't a booking\n3. Never ask for card numbers in chat. Hand over `checkout_url`, or pay it with a Link virtual card the user approved for the exact total\n4. Budget 100 searches a day per signed-in user, and use `search_multi_city` instead of many single searches\n5. Save the traveller once with `save_traveler` so later bookings don't re-ask for passport details\n\n### LetsFG\n\n1. Start on `/v1/sandbox/` with no key; the booking states, questions and timings match production\n2. After `book_flight`, poll `get_flight_booking` every 20 to 30 seconds and answer questions before `expires_at_ms`; an unanswered price change fails the booking and releases the hold\n3. Honour `retry_after_seconds` on a 429. Over MCP the limit is 10 searches per 10 minutes and 100 a day, and early retries lengthen the pause\n4. Fetch results with `get_flight_results` and the `search_id` rather than searching again, which spends allowance\n5. Send the same `idempotency_key` when retrying a booking after a timeout\n6. Treat a 410 as a retired route and read the replacement path in its body\n\n## Other comparisons with FlightClaw or LetsFG\n\n- [Booking.com Demand API vs LetsFG](https://www.anchorterminal.com/compare/booking-demand-api-vs-letsfg.md)\n- [Expedia Group Rapid API vs LetsFG](https://www.anchorterminal.com/compare/expedia-rapid-vs-letsfg.md)\n- [Hotelbeds Hotel Booking API vs LetsFG](https://www.anchorterminal.com/compare/hotelbeds-vs-letsfg.md)\n- [Duffel Flights and Stays API vs FlightClaw](https://www.anchorterminal.com/compare/duffel-vs-flightclaw.md)\n- [Duffel Flights and Stays API vs LetsFG](https://www.anchorterminal.com/compare/duffel-vs-letsfg.md)\n- [FlightClaw vs LiteAPI (Nuitee Connect)](https://www.anchorterminal.com/compare/flightclaw-vs-liteapi.md)\n- [LetsFG vs LiteAPI (Nuitee Connect)](https://www.anchorterminal.com/compare/letsfg-vs-liteapi.md)\n- [Booking.com Demand API vs FlightClaw](https://www.anchorterminal.com/compare/booking-demand-api-vs-flightclaw.md)\n- [Expedia Group Rapid API vs FlightClaw](https://www.anchorterminal.com/compare/expedia-rapid-vs-flightclaw.md)\n- [FlightClaw vs Hotelbeds Hotel Booking API](https://www.anchorterminal.com/compare/flightclaw-vs-hotelbeds.md)\n",
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    "description": "LetsFG has a score of 64.2 (B) against FlightClaw's 45.5 (E). Both do travel flights. The largest gap is agent ergonomics, 36 points. Category scores, facts, verdicts and agent notes side by side.",
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