MCP-Server

Voyscout Price History

com.voyscout/price-history
Daten & Analytik Reisen & Hospitality Öffentlich und erreichbar MCP 2026-07-28

Was dieses MCP kann

Analyzes historical flight and package prices for destinations from Czech origins without providing live quotes.

compare_destinations
Compare destinations
Put 2-8 named destinations side by side on the same snapshot, each with the stats current_vs_history reports (last measurement, median, min, share of TRACKED DAYS that were dearer). Numbers are for the WHOLE party, not per person, and percentages are over observed days rather than the calendar span. Rows come back in the order you asked for - it does not rank, and gives no verdict; use find_opportunities to rank. A destination that yields no row is returned under `excluded` with the reason.
Nur Lesen
Eingabeschema
{'type': 'object', 'required': ['destinations'], 'properties': {'rail': {'enum': ['flight', 'package', 'both'], 'type': 'string', 'description': 'optional (default both): restrict to one rail'}, 'party': {'type': 'string', 'pattern': '^(0|[1-9]\\d*)-(0|[1-9]\\d*)$', 'description': "optional (default '2-2'): '<adults>-<children>', the same A-C shape the price streams are keyed on"}, 'destinations': {'type': 'array', 'items': {'type': 'string'}, 'maxItems': 8, 'minItems': 2, 'description': '2-8 destination slugs; the answer keeps this order'}, 'min_history_days': {'type': 'integer', 'minimum': 0, 'description': "optional (default 30): rails measured for fewer days are listed under 'excluded'"}}, 'additionalProperties': False}
Ausgabeschema
{'type': 'object', 'anyOf': [{'type': 'object', 'required': ['schema', 'generated', 'party', 'rail', 'min_history_days', 'comparison_rows', 'comparison', 'excluded', 'disclaimer'], 'properties': {'rail': {'enum': ['flight', 'package', 'both'], 'type': 'string'}, 'party': {'type': 'string'}, 'schema': {'type': 'string'}, 'license': {'type': 'object', 'required': ['id', 'url', 'attribution'], 'properties': {'id': {'type': 'string'}, 'url': {'type': 'string'}, 'attribution': {'type': 'string'}}}, 'currency': {'type': 'string'}, 'excluded': {'type': 'array', 'items': {'type': 'object', 'required': ['destination', 'reason'], 'properties': {'rail': {'enum': ['flight', 'package', 'both'], 'type': 'string'}, 'party': {'type': 'string'}, 'reason': {'type': 'string'}, 'measured': {'type': 'object', 'required': ['days', 'from', 'to'], 'properties': {'to': {'type': 'string'}, 'days': {'type': 'integer'}, 'from': {'type': 'string'}}}, 'generated': {'type': 'string'}, 'resort_key': {'type': 'string'}, 'destination': {'type': 'string'}}}}, 'generated': {'type': ['string', 'null'], 'description': 'the OLDEST `generated` among the rows and dated exclusions'}, 'comparison': {'type': 'array', 'items': {'type': 'object', 'required': ['destination', 'title', 'url', 'generated', 'rail', 'party', 'price_covers', 'measured', 'stats'], 'properties': {'url': {'type': 'string'}, 'rail': {'enum': ['flight', 'package'], 'type': 'string'}, 'party': {'type': 'object', 'required': ['adults', 'children'], 'properties': {'adults': {'type': 'integer'}, 'children': {'type': 'integer'}}}, 'stats': {'type': 'object', 'required': ['basis'], 'properties': {'min': {'type': ['number', 'null']}, 'basis': {'type': 'string'}, 'latest': {'type': ['number', 'null']}, 'median': {'type': ['number', 'null']}, 'is_series_max': {'type': 'boolean'}, 'is_series_min': {'type': 'boolean'}, 'cheaper_than_pct': {'type': ['number', 'null']}}}, 'title': {'type': 'object', 'required': ['cs', 'en'], 'properties': {'cs': {'type': 'string'}, 'en': {'type': 'string'}}}, 'resort': {'type': 'string'}, 'origins': {'type': 'object', 'description': 'departure-airport CLUSTER; covers_all_published_prices is false'}, 'arrivals': {'type': 'object', 'description': 'arrival airports RECORDED; covers_all_published_prices is false'}, 'measured': {'type': 'object', 'required': ['days', 'from', 'to'], 'properties': {'to': {'type': 'string'}, 'days': {'type': 'integer'}, 'from': {'type': 'string'}}}, 'searched': {'type': 'object', 'description': 'the search mode (and fixed dates, where there are any) the series was collected under'}, 'generated': {'type': 'string'}, 'resort_key': {'type': 'string'}, 'destination': {'type': 'string'}, 'price_covers': {'type': 'object', 'description': 'what the money buys - airfare only, or a package as offered'}, 'regime_breaks': {'type': 'array', 'description': '[from, to] date spans where the series was not comparable'}, 'latest_stale_after_days': {'type': 'number', 'description': "this rail's own freshness boundary, in days after measured.to"}}}}, 'disclaimer': {'type': 'string'}, 'comparison_rows': {'type': 'integer', 'description': 'rows, not destinations - a dual-rail destination contributes two'}, 'min_history_days': {'type': 'integer'}}}, {'type': 'object', 'required': ['error'], 'properties': {'error': {'type': 'object', 'required': ['code', 'message'], 'properties': {'code': {'type': 'string'}, 'message': {'type': 'string'}}, 'additionalProperties': True}}, 'description': 'tool-level failure, returned with isError: true'}]}
current_vs_history
Current price vs. history
Stats for one destination (min, median, and what share of the TRACKED DAYS were dearer than the last measurement) without the sample points. Percentages are over observed days, not over the calendar span. Descriptive only: it does not say whether to buy.
Nur Lesen
Eingabeschema
{'type': 'object', 'required': ['destination'], 'properties': {'destination': {'type': 'string', 'description': "destination slug, as returned by list_destinations. A RESORT key read off a rail (e.g. 'hurghada') also resolves, to its parent destination, and the answer then carries `resolved_from`; underscores and hyphens are interchangeable."}}, 'additionalProperties': False}
Ausgabeschema
{'type': 'object', 'anyOf': [{'type': 'object', 'required': ['schema', 'generated', 'destination', 'url', 'currency', 'license', 'rails', 'disclaimer'], 'properties': {'url': {'type': 'string'}, 'rails': {'type': 'array', 'items': {'type': 'object', 'required': ['rail', 'party', 'price_covers', 'measured', 'stats'], 'properties': {'rail': {'enum': ['flight', 'package'], 'type': 'string'}, 'party': {'type': 'object', 'required': ['adults', 'children'], 'properties': {'adults': {'type': 'integer'}, 'children': {'type': 'integer'}}}, 'stats': {'type': 'object', 'required': ['basis'], 'properties': {'min': {'type': ['number', 'null']}, 'basis': {'type': 'string'}, 'latest': {'type': ['number', 'null']}, 'median': {'type': ['number', 'null']}, 'is_series_max': {'type': 'boolean'}, 'is_series_min': {'type': 'boolean'}, 'cheaper_than_pct': {'type': ['number', 'null']}}}, 'resort': {'type': 'string'}, 'origins': {'type': 'object', 'description': 'departure-airport CLUSTER; covers_all_published_prices is false'}, 'arrivals': {'type': 'object', 'description': 'arrival airports RECORDED; covers_all_published_prices is false'}, 'measured': {'type': 'object', 'required': ['days', 'from', 'to'], 'properties': {'to': {'type': 'string'}, 'days': {'type': 'integer'}, 'from': {'type': 'string'}}}, 'searched': {'type': 'object', 'description': 'the search mode (and fixed dates, where there are any) the series was collected under'}, 'resort_key': {'type': 'string'}, 'price_covers': {'type': 'object', 'description': 'what the money buys - airfare only, or a package as offered'}, 'regime_breaks': {'type': 'array', 'description': '[from, to] date spans where the series was not comparable'}, 'latest_stale_after_days': {'type': 'number', 'description': "this rail's own freshness boundary, in days after measured.to"}}}}, 'schema': {'type': 'string'}, 'license': {'type': 'object', 'required': ['id', 'url', 'attribution'], 'properties': {'id': {'type': 'string'}, 'url': {'type': 'string'}, 'attribution': {'type': 'string'}}}, 'currency': {'type': 'string'}, 'generated': {'type': 'string'}, 'disclaimer': {'type': 'string'}, 'destination': {'type': 'object', 'required': ['key', 'slug', 'title'], 'properties': {'key': {'type': 'string'}, 'slug': {'type': 'string'}, 'title': {'type': 'object', 'required': ['cs', 'en'], 'properties': {'cs': {'type': 'string'}, 'en': {'type': 'string'}}}}}, 'resolved_from': {'type': 'object', 'required': ['asked', 'resort_key', 'resort'], 'properties': {'asked': {'type': 'string'}, 'resort': {'type': ['string', 'null']}, 'resort_key': {'type': 'string'}}, 'description': 'Present when the caller named a RESORT key; the answer is its parent destination.'}}}, {'type': 'object', 'required': ['error'], 'properties': {'error': {'type': 'object', 'required': ['code', 'message'], 'properties': {'code': {'type': 'string'}, 'message': {'type': 'string'}}, 'additionalProperties': True}}, 'description': 'tool-level failure, returned with isError: true'}]}
find_opportunities
Find opportunities
Rank every published rail by how its LAST measurement compares with its own tracked history, so a caller can ask 'where is it unusually cheap right now?' in one call instead of one call per destination. Each row is ONE rail, so a destination with several rails can appear once per rail with different numbers: name the rail when you cite a row. Percentages are over observed days, not the calendar span. `latest_cheaper_than_pct_of_days` is the same number as `cheaper_than_pct` under a name that states its direction (higher = cheaper than more of the tracked days). `stale_rails` says how many of the rails THIS call matched are past their own freshness boundary today, with the day it was judged (`as_of`), so the caller need not subtract dates per row. Descriptive only: it ranks observations and gives no verdict. Rails with too little history are returned under `excluded`, never dropped silently.
Nur Lesen
Eingabeschema
{'type': 'object', 'properties': {'rail': {'enum': ['flight', 'package'], 'type': 'string', 'description': 'optional: restrict to one rail'}, 'sort': {'enum': ['cheapest_vs_history', 'most_below_median'], 'type': 'string', 'description': "optional (default cheapest_vs_history): 'cheapest_vs_history' ranks by the share of tracked days that were dearer; 'most_below_median' ranks by how far the last measurement sits below the median, relatively"}, 'limit': {'type': 'integer', 'minimum': 0, 'description': "optional (default 10): how many rows to return; 'matched' reports the count before the cap"}, 'party': {'type': 'string', 'description': "optional: '<adults>-<children>', e.g. '2-2' - the same A-C shape the price streams are keyed on"}, 'min_history_days': {'type': 'integer', 'minimum': 0, 'description': "optional (default 30): rails measured for fewer days are listed under 'excluded'"}}, 'additionalProperties': False}
Ausgabeschema
{'type': 'object', 'anyOf': [{'type': 'object', 'required': ['schema', 'generated', 'sort', 'min_history_days', 'matched', 'stale_rails', 'opportunities', 'excluded', 'disclaimer'], 'properties': {'sort': {'enum': ['cheapest_vs_history', 'most_below_median'], 'type': 'string'}, 'schema': {'type': 'string'}, 'license': {'type': 'object', 'required': ['id', 'url', 'attribution'], 'properties': {'id': {'type': 'string'}, 'url': {'type': 'string'}, 'attribution': {'type': 'string'}}}, 'matched': {'type': 'integer', 'description': 'rows before the `limit` cap'}, 'currency': {'type': 'string'}, 'excluded': {'type': 'array', 'items': {'type': 'object', 'required': ['destination', 'rail', 'reason', 'history_days'], 'properties': {'rail': {'enum': ['flight', 'package'], 'type': 'string'}, 'reason': {'type': 'string'}, 'resort_key': {'type': 'string'}, 'destination': {'type': 'string'}, 'history_days': {'type': 'integer'}}}}, 'generated': {'type': ['string', 'null'], 'description': 'the OLDEST `generated` among the rows returned'}, 'disclaimer': {'type': 'string'}, 'stale_rails': {'type': 'object', 'required': ['as_of', 'of', 'count', 'keys'], 'properties': {'of': {'type': 'integer'}, 'keys': {'type': 'array', 'items': {'type': 'string'}}, 'as_of': {'type': 'string'}, 'count': {'type': 'integer'}, 'unknown': {'type': 'integer'}}, 'description': 'How many of the rails in scope are past their own freshness boundary on `as_of` (Europe/Prague).'}, 'opportunities': {'type': 'array', 'items': {'type': 'object', 'required': ['destination', 'title', 'url', 'rail', 'party', 'latest', 'median', 'min', 'cheaper_than_pct', 'latest_cheaper_than_pct_of_days', 'is_series_min', 'history_days', 'measured', 'generated'], 'properties': {'min': {'type': ['number', 'null']}, 'url': {'type': 'string'}, 'rail': {'enum': ['flight', 'package'], 'type': 'string'}, 'party': {'type': 'object', 'required': ['adults', 'children'], 'properties': {'adults': {'type': 'integer'}, 'children': {'type': 'integer'}}}, 'title': {'type': 'object', 'required': ['cs', 'en'], 'properties': {'cs': {'type': 'string'}, 'en': {'type': 'string'}}}, 'latest': {'type': ['number', 'null']}, 'median': {'type': ['number', 'null']}, 'resort': {'type': 'string'}, 'measured': {'type': 'object', 'required': ['days', 'from', 'to'], 'properties': {'to': {'type': 'string'}, 'days': {'type': 'integer'}, 'from': {'type': 'string'}}}, 'generated': {'type': 'string'}, 'resort_key': {'type': 'string'}, 'destination': {'type': 'string'}, 'history_days': {'type': 'integer'}, 'is_series_min': {'type': 'boolean'}, 'cheaper_than_pct': {'type': ['number', 'null']}, 'latest_stale_after_days': {'type': 'number'}, 'latest_cheaper_than_pct_of_days': {'type': ['number', 'null']}}}}, 'min_history_days': {'type': 'integer'}}}, {'type': 'object', 'required': ['error'], 'properties': {'error': {'type': 'object', 'required': ['code', 'message'], 'properties': {'code': {'type': 'string'}, 'message': {'type': 'string'}}, 'additionalProperties': True}}, 'description': 'tool-level failure, returned with isError: true'}]}
list_destinations
List destinations
List every destination with a published price series, with how many days each rail was actually measured and the calendar span those measurements fall in. A destination can have several rails (e.g. flights and packages), each with its OWN measured days and span: history depth is a property of the rail, not of the destination, so when you report it, name the rail or give each one. Historical observations only.
Nur Lesen
Eingabeschema
{'type': 'object', 'properties': {}, 'additionalProperties': False}
Ausgabeschema
{'type': 'object', 'anyOf': [{'type': 'object', 'required': ['schema', 'currency', 'count', 'stale_rails', 'destinations', 'disclaimer'], 'properties': {'count': {'type': 'integer'}, 'schema': {'type': 'string'}, 'license': {'type': 'object', 'required': ['id', 'url', 'attribution'], 'properties': {'id': {'type': 'string'}, 'url': {'type': 'string'}, 'attribution': {'type': 'string'}}}, 'currency': {'type': 'string'}, 'disclaimer': {'type': 'string'}, 'stale_rails': {'type': 'object', 'required': ['as_of', 'of', 'count', 'keys'], 'properties': {'of': {'type': 'integer'}, 'keys': {'type': 'array', 'items': {'type': 'string'}}, 'as_of': {'type': 'string'}, 'count': {'type': 'integer'}, 'unknown': {'type': 'integer'}}, 'description': 'How many of the rails in scope are past their own freshness boundary on `as_of` (Europe/Prague).'}, 'destinations': {'type': 'array', 'items': {'type': 'object', 'required': ['key', 'slug', 'title', 'url', 'generated', 'rails'], 'properties': {'key': {'type': 'string'}, 'url': {'type': 'string'}, 'slug': {'type': 'string'}, 'rails': {'type': 'array', 'items': {'type': 'object', 'required': ['rail', 'party', 'measured'], 'properties': {'rail': {'enum': ['flight', 'package'], 'type': 'string'}, 'party': {'type': 'object', 'required': ['adults', 'children'], 'properties': {'adults': {'type': 'integer'}, 'children': {'type': 'integer'}}}, 'resort': {'type': 'string'}, 'measured': {'type': 'object', 'required': ['days', 'from', 'to'], 'properties': {'to': {'type': 'string'}, 'days': {'type': 'integer'}, 'from': {'type': 'string'}}}, 'resort_key': {'type': 'string'}}}, 'description': "one entry per rail; each carries its own `measured`, which is not the destination's"}, 'title': {'type': 'object', 'required': ['cs', 'en'], 'properties': {'cs': {'type': 'string'}, 'en': {'type': 'string'}}}, 'generated': {'type': 'string'}}}}}}, {'type': 'object', 'required': ['error'], 'properties': {'error': {'type': 'object', 'required': ['code', 'message'], 'properties': {'code': {'type': 'string'}, 'message': {'type': 'string'}}, 'additionalProperties': True}}, 'description': 'tool-level failure, returned with isError: true'}]}
price_history
Price history
Price series for one destination: measured span, stats, a downsampled sample of points and any regime breaks. Historical observations only, never a live quote or a recommendation.
Nur Lesen
Eingabeschema
{'type': 'object', 'required': ['destination'], 'properties': {'rail': {'enum': ['flight', 'package'], 'type': 'string', 'description': 'optional: restrict to one rail'}, 'destination': {'type': 'string', 'description': "destination slug, as returned by list_destinations. A RESORT key read off a rail (e.g. 'hurghada') also resolves, to its parent destination, and the answer then carries `resolved_from`; underscores and hyphens are interchangeable."}}, 'additionalProperties': False}
Ausgabeschema
{'type': 'object', 'anyOf': [{'type': 'object', 'required': ['schema', 'generated', 'destination', 'url', 'currency', 'license', 'rails', 'disclaimer'], 'properties': {'url': {'type': 'string'}, 'note': {'type': 'string', 'description': 'present when the `rail` filter matched nothing published for this destination'}, 'rails': {'type': 'array', 'items': {'type': 'object', 'required': ['rail', 'party', 'price_covers', 'measured', 'stats', 'series_sample'], 'properties': {'rail': {'enum': ['flight', 'package'], 'type': 'string'}, 'party': {'type': 'object', 'required': ['adults', 'children'], 'properties': {'adults': {'type': 'integer'}, 'children': {'type': 'integer'}}}, 'stats': {'type': 'object', 'required': ['basis'], 'properties': {'min': {'type': ['number', 'null']}, 'basis': {'type': 'string'}, 'latest': {'type': ['number', 'null']}, 'median': {'type': ['number', 'null']}, 'is_series_max': {'type': 'boolean'}, 'is_series_min': {'type': 'boolean'}, 'cheaper_than_pct': {'type': ['number', 'null']}}}, 'resort': {'type': 'string'}, 'origins': {'type': 'object', 'description': 'departure-airport CLUSTER; covers_all_published_prices is false'}, 'arrivals': {'type': 'object', 'description': 'arrival airports RECORDED; covers_all_published_prices is false'}, 'measured': {'type': 'object', 'required': ['days', 'from', 'to'], 'properties': {'to': {'type': 'string'}, 'days': {'type': 'integer'}, 'from': {'type': 'string'}}}, 'searched': {'type': 'object', 'description': 'the search mode (and fixed dates, where there are any) the series was collected under'}, 'resort_key': {'type': 'string'}, 'price_covers': {'type': 'object', 'description': 'what the money buys - airfare only, or a package as offered'}, 'regime_breaks': {'type': 'array', 'description': '[from, to] date spans where the series was not comparable'}, 'series_sample': {'type': 'object', 'required': ['complete', 'points'], 'properties': {'points': {'type': 'array', 'items': {'type': 'object', 'required': ['date', 'cheapest_total'], 'properties': {'date': {'type': 'string'}, 'origin': {'type': 'string'}, 'return': {'type': 'string'}, 'departure': {'type': 'string'}, 'cheapest_total': {'type': 'number'}}}}, 'complete': {'type': 'boolean'}}, 'description': 'a DOWNSAMPLED sample; `complete` says whether it is the whole series'}, 'latest_stale_after_days': {'type': 'number', 'description': "this rail's own freshness boundary, in days after measured.to"}}}}, 'schema': {'type': 'string'}, 'license': {'type': 'object', 'required': ['id', 'url', 'attribution'], 'properties': {'id': {'type': 'string'}, 'url': {'type': 'string'}, 'attribution': {'type': 'string'}}}, 'currency': {'type': 'string'}, 'generated': {'type': 'string'}, 'disclaimer': {'type': 'string'}, 'destination': {'type': 'object', 'required': ['key', 'slug', 'title'], 'properties': {'key': {'type': 'string'}, 'slug': {'type': 'string'}, 'title': {'type': 'object', 'required': ['cs', 'en'], 'properties': {'cs': {'type': 'string'}, 'en': {'type': 'string'}}}}}, 'resolved_from': {'type': 'object', 'required': ['asked', 'resort_key', 'resort'], 'properties': {'asked': {'type': 'string'}, 'resort': {'type': ['string', 'null']}, 'resort_key': {'type': 'string'}}, 'description': 'Present when the caller named a RESORT key; the answer is its parent destination.'}}}, {'type': 'object', 'required': ['error'], 'properties': {'error': {'type': 'object', 'required': ['code', 'message'], 'properties': {'code': {'type': 'string'}, 'message': {'type': 'string'}}, 'additionalProperties': True}}, 'description': 'tool-level failure, returned with isError: true'}]}
Geändert
find_opportunities
29. September 2026 03:03
Geändert
list_destinations
29. September 2026 03:03
Geändert
compare_destinations
25. September 2026 03:03
Geändert
find_opportunities
25. September 2026 03:03
Geändert
current_vs_history
25. September 2026 03:03
Geändert
price_history
25. September 2026 03:03
Geändert
list_destinations
25. September 2026 03:03
Geändert
compare_destinations
19. September 2026 02:52
Geändert
find_opportunities
19. September 2026 02:52
Geändert
current_vs_history
19. September 2026 02:52
Geändert
price_history
19. September 2026 02:52
Geändert
list_destinations
19. September 2026 02:52
Hinzugefügt
compare_destinations
17. September 2026 12:38
Hinzugefügt
find_opportunities
17. September 2026 12:38
Hinzugefügt
current_vs_history
17. September 2026 12:38
Hinzugefügt
price_history
17. September 2026 12:38
Hinzugefügt
list_destinations
17. September 2026 12:38