MCP-Server
news
media.probable/news
Was dieses MCP kann
Provides cited news briefs, observed-event context, editions, headline classification, and saved news watches.
Funktionen
Tools
14
Tools
acknowledge_watch
Acknowledge saved-watch matches
Mark all currently unread matches on one owned watch as read. Requires watches:write and an Idempotency-Key.
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['watchId', 'idempotencyKey'], 'properties': {'watchId': {'type': 'string', 'format': 'uuid', 'pattern': '^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$'}, 'idempotencyKey': {'type': 'string', 'pattern': '^[A-Za-z0-9._:-]{8,128}$'}}}
create_watch
Create a saved watch
Create a Founding Pro saved watch. Requires watches:write; repeat the same Idempotency-Key to safely replay the same request.
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['name', 'mode', 'idempotencyKey'], 'properties': {'mode': {'enum': ['probable', 'rare', 'overweighted'], 'type': 'string'}, 'name': {'type': 'string', 'maxLength': 80, 'minLength': 1}, 'active': {'type': 'boolean'}, 'category': {'enum': ['Business', 'Climate', 'Culture', 'Health', 'Justice', 'Politics', 'Science', 'Sport', 'Technology', 'World'], 'type': 'string', 'description': 'Only return replacements in this category.'}, 'threshold': {'type': 'number', 'minimum': 0}, 'eventClass': {'type': 'string', 'maxLength': 120, 'minLength': 1}, 'idempotencyKey': {'type': 'string', 'pattern': '^[A-Za-z0-9._:-]{8,128}$'}}}
discover_events
Discover probable, rare, or overweighted events
Use to rank cited events in the latest completed edition by probable, rare, or overweighted mode. Keep research priors separate from measured current-edition counts. Do not describe the result as a forecast or a probability that an event occurred.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['mode'], 'properties': {'mode': {'enum': ['probable', 'rare', 'overweighted'], 'type': 'string'}, 'limit': {'type': 'integer', 'maximum': 50, 'minimum': 1}, 'category': {'enum': ['Business', 'Climate', 'Culture', 'Health', 'Justice', 'Politics', 'Science', 'Sport', 'Technology', 'World'], 'type': 'string', 'description': 'Only return replacements in this category.'}}}
export_edition
Export a Founding Pro edition
Export an edition as source-grounded Markdown or CSV. Requires member authorization with exports:read and an active Founding Pro entitlement.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {'date': {'type': 'string', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$'}, 'format': {'enum': ['markdown', 'csv'], 'type': 'string'}, 'category': {'enum': ['Business', 'Climate', 'Culture', 'Health', 'Justice', 'Politics', 'Science', 'Sport', 'Technology', 'World'], 'type': 'string', 'description': 'Only return replacements in this category.'}}}
get_brief
Get a compact source-grounded brief
Use for a current news brief or catch-up job. Return a five-story cited brief diversified across category, event class, and publisher by default. Use chronological or all for stable cursor paging. A balanced resumeCursor continues as a complete chronological change stream, even when the client repeats mode=balanced. Follow unreadCursor before saving resumeCursor. Do not use as a general web search or for events Probable did not observe.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {'mode': {'enum': ['balanced', 'chronological', 'all'], 'type': 'string', 'default': 'balanced'}, 'limit': {'type': 'integer', 'default': 5, 'maximum': 25, 'minimum': 1}, 'since': {'type': 'string', 'format': 'date-time', 'pattern': '^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d:[0-5]\\d(?:\\.\\d+)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$'}, 'topic': {'type': 'string', 'maxLength': 160, 'minLength': 1}, 'cursor': {'type': 'string', 'maxLength': 512, 'minLength': 1}, 'category': {'enum': ['Business', 'Climate', 'Culture', 'Health', 'Justice', 'Politics', 'Science', 'Sport', 'Technology', 'World'], 'type': 'string', 'description': 'Only return replacements in this category.'}}}
get_context
Put a headline or known source URL in context
Use when a user supplies a headline or a source URL already observed by Probable and wants same-class context. Optional referenceContext adds explicit country, magnitude, industry or aviation scope for primary-source population references; missingFields and conflicts explain withheld matches. Unknown URLs are not fetched and instead request a headline. Do not use this to verify occurrence, compare unrelated event classes, or forecast.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'anyOf': [{'type': 'object', 'required': ['headline'], 'properties': {'headline': {'type': 'string', 'maxLength': 500, 'minLength': 8}, 'referenceContext': {'type': 'object', 'properties': {'industry': {'enum': ['51', '00', '31-33', '44-45'], 'type': 'string'}, 'magnitude': {'type': 'number', 'maximum': 10, 'minimum': 0}, 'countryCode': {'type': 'string', 'pattern': '^[A-Z]{3}$'}, 'aviationScope': {'type': 'string', 'const': 'us_scheduled_part121'}}, 'additionalProperties': False}}}, {'type': 'object', 'required': ['url'], 'properties': {'url': {'type': 'string', 'format': 'uri', 'maxLength': 2048}, 'referenceContext': {'type': 'object', 'properties': {'industry': {'enum': ['51', '00', '31-33', '44-45'], 'type': 'string'}, 'magnitude': {'type': 'number', 'maximum': 10, 'minimum': 0}, 'countryCode': {'type': 'string', 'pattern': '^[A-Z]{3}$'}, 'aviationScope': {'type': 'string', 'const': 'us_scheduled_part121'}}, 'additionalProperties': False}}}], '$schema': 'https://json-schema.org/draft/2020-12/schema'}
get_membership
Get Probable membership terms
Return Free and Founding Pro terms and available Stripe-hosted checkout URLs. Calling this tool does not open checkout or claim payment success.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {}}
list_classes
List Probable taxonomy classes
Return the versioned category and event-class catalog used by score_headline. The editorial index is a legacy comparison weight, not an empirical probability.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {}}
list_editions
List Probable editions and access terms
List every stored edition with public metadata, free/paid status, exact prices, and the URLs that can unlock paid content.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {}}
list_watches
List Founding Pro saved watches
List the member's saved monitors and recent matches. Requires member authorization with watches:read and an active Founding Pro entitlement.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {}}
read_edition_by_date
Read a public Probable edition by date
Read a stored edition inside the seven-day public window. Older editions return an access boundary and links; this tool never bypasses membership or payment.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['date'], 'properties': {'date': {'type': 'string', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'description': 'America/Los_Angeles edition date in YYYY-MM-DD format.'}, 'category': {'enum': ['Business', 'Climate', 'Culture', 'Health', 'Justice', 'Politics', 'Science', 'Sport', 'Technology', 'World'], 'type': 'string', 'description': 'Only return replacements in this category.'}}}
read_latest_edition
Read the latest Probable edition
Read the latest source-grounded Probable edition. Every replacement is a different event observed in the same scan and category with a higher editorial comparison index; that index is not a measured occurrence rate.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'properties': {'category': {'enum': ['Business', 'Climate', 'Culture', 'Health', 'Justice', 'Politics', 'Science', 'Sport', 'Technology', 'World'], 'type': 'string', 'description': 'Only return replacements in this category.'}}}
score_headline
Score a headline against Probable's observed base rates
Classify one supplied headline and inspect coverage recurrence. Optional referenceContext adds explicit country, magnitude, industry or aviation scope. When sufficiently scoped, occurrenceReference separately supplies primary-source counts, exposure or published population rates with units and source periods. Missing fields, conflicts and hypothetical/disputed/historical wording are disclosed; news mentions never update source rates. Do not verify a headline, compare incompatible units, predict an outcome, or score a URL.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['title'], 'properties': {'title': {'type': 'string', 'maxLength': 500, 'minLength': 8}, 'referenceContext': {'type': 'object', 'properties': {'industry': {'enum': ['51', '00', '31-33', '44-45'], 'type': 'string'}, 'magnitude': {'type': 'number', 'maximum': 10, 'minimum': 0}, 'countryCode': {'type': 'string', 'pattern': '^[A-Z]{3}$'}, 'aviationScope': {'type': 'string', 'const': 'us_scheduled_part121'}}, 'additionalProperties': False}}}
update_watch
Update a saved watch
Update fields on one owned Founding Pro watch. Requires watches:write and an Idempotency-Key.
Idempotent
Eingabeschema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['watchId', 'idempotencyKey'], 'properties': {'mode': {'enum': ['probable', 'rare', 'overweighted'], 'type': 'string'}, 'name': {'type': 'string', 'maxLength': 80, 'minLength': 1}, 'active': {'type': 'boolean'}, 'watchId': {'type': 'string', 'format': 'uuid', 'pattern': '^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$'}, 'category': {'anyOf': [{'enum': ['Business', 'Climate', 'Culture', 'Health', 'Justice', 'Politics', 'Science', 'Sport', 'Technology', 'World'], 'type': 'string'}, {'type': 'null'}]}, 'threshold': {'type': 'number', 'minimum': 0}, 'eventClass': {'anyOf': [{'type': 'string', 'maxLength': 120, 'minLength': 1}, {'type': 'null'}]}, 'idempotencyKey': {'type': 'string', 'pattern': '^[A-Za-z0-9._:-]{8,128}$'}}}
Verlauf
Letzte Tool-Änderungen
Hinzugefügt
get_membership
17. September 2026 12:54
Hinzugefügt
list_classes
17. September 2026 12:54
Hinzugefügt
score_headline
17. September 2026 12:54
Hinzugefügt
discover_events
17. September 2026 12:54
Hinzugefügt
acknowledge_watch
17. September 2026 12:54
Hinzugefügt
update_watch
17. September 2026 12:54
Hinzugefügt
create_watch
17. September 2026 12:54
Hinzugefügt
list_watches
17. September 2026 12:54
Hinzugefügt
export_edition
17. September 2026 12:54
Hinzugefügt
read_edition_by_date
17. September 2026 12:54
Hinzugefügt
list_editions
17. September 2026 12:54
Hinzugefügt
get_context
17. September 2026 12:54
Hinzugefügt
get_brief
17. September 2026 12:54
Hinzugefügt
read_latest_edition
17. September 2026 12:54
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