Intakra Public Signal Review
What this MCP does
Scores supplied business fit and buying-signal evidence and produces review-only why-now briefs with evidence gaps.
Tools
Input schema
{'type': 'object', 'required': ['account', 'vendor', 'fitCriteria', 'signals'], 'properties': {'vendor': {'type': 'object', 'required': ['offer', 'idealCustomerProfile'], 'properties': {'offer': {'type': 'string', 'maxLength': 1000, 'minLength': 1, 'description': 'Plain-language description of the vendor offer being evaluated.'}, 'idealCustomerProfile': {'type': 'string', 'maxLength': 1000, 'minLength': 1, 'description': 'Plain-language ideal-customer profile supplied by the caller.'}}, 'additionalProperties': False}, 'account': {'type': 'object', 'required': ['name'], 'properties': {'name': {'type': 'string', 'maxLength': 200, 'minLength': 1, 'description': 'Business account name supplied by the caller. Do not include personal or confidential data.'}}, 'additionalProperties': False}, 'signals': {'type': 'array', 'items': {'type': 'object', 'required': ['kind', 'evidence', 'relevanceToOffer', 'confidence'], 'properties': {'kind': {'enum': ['leadership_change', 'hiring', 'funding', 'product_launch', 'expansion', 'technology_change', 'partnership', 'regulatory_event', 'other'], 'type': 'string'}, 'evidence': {'type': 'string', 'maxLength': 600, 'minLength': 1, 'description': 'A concrete business event or observation supplied by the caller.'}, 'sourceUrl': {'type': 'string', 'maxLength': 2048, 'description': 'Optional credential-free HTTPS source. Intakra does not open or verify it.'}, 'confidence': {'enum': ['high', 'medium', 'low'], 'type': 'string', 'description': "The caller's confidence in the observation, not Intakra verification."}, 'observedAt': {'type': 'string', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'description': 'Optional event date. Missing or stale dates reduce confidence.'}, 'relevanceToOffer': {'type': 'string', 'maxLength': 600, 'minLength': 1, 'description': "The caller's specific, hedged explanation of why the event may matter for this offer."}}, 'additionalProperties': False}, 'maxItems': 10, 'minItems': 1}, 'asOfDate': {'type': 'string', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'description': 'Optional date for reproducible recency scoring. Defaults to the current California date.'}, 'fitCriteria': {'type': 'array', 'items': {'type': 'object', 'required': ['criterion', 'assessment', 'evidence'], 'properties': {'evidence': {'type': 'string', 'maxLength': 600, 'minLength': 1, 'description': 'Caller-supplied fact supporting the fit assessment.'}, 'criterion': {'type': 'string', 'maxLength': 240, 'minLength': 1}, 'sourceUrl': {'type': 'string', 'maxLength': 2048, 'description': 'Optional credential-free HTTPS source. Intakra does not open or verify it.'}, 'assessment': {'enum': ['match', 'mismatch', 'unknown'], 'type': 'string'}}, 'additionalProperties': False}, 'maxItems': 8, 'minItems': 1}}, 'additionalProperties': False}
Output schema
{'type': 'object', 'required': ['status', 'requiresHumanReview', 'accountName', 'headline', 'disposition', 'whyNow', 'fitGuidance', 'supportedFacts', 'evidenceGaps', 'questionsForReviewer', 'prohibitedActions', 'sourceVerificationPerformed'], 'properties': {'status': {'type': 'string', 'const': 'draft'}, 'whyNow': {'type': 'string'}, 'headline': {'type': 'string'}, 'accountName': {'type': 'string'}, 'disposition': {'enum': ['review_now', 'verify', 'deprioritize'], 'type': 'string'}, 'fitGuidance': {'type': 'string'}, 'evidenceGaps': {'type': 'array', 'items': {'type': 'string'}}, 'supportedFacts': {'type': 'array', 'items': {'type': 'object', 'required': ['signalNumber', 'claim', 'sourceUrl', 'observedAt', 'verificationStatus'], 'properties': {'claim': {'type': 'string'}, 'sourceUrl': {'type': ['string', 'null']}, 'observedAt': {'type': ['string', 'null']}, 'signalNumber': {'type': 'integer', 'minimum': 1}, 'verificationStatus': {'type': 'string', 'const': 'caller_supplied_unverified'}}, 'additionalProperties': False}}, 'prohibitedActions': {'type': 'array', 'items': {'type': 'string'}}, 'requiresHumanReview': {'type': 'boolean', 'const': True}, 'questionsForReviewer': {'type': 'array', 'items': {'type': 'string'}}, 'sourceVerificationPerformed': {'type': 'boolean', 'const': False}}, 'additionalProperties': False}
Input schema
{'type': 'object', 'required': ['account', 'vendor', 'fitCriteria', 'signals'], 'properties': {'vendor': {'type': 'object', 'required': ['offer', 'idealCustomerProfile'], 'properties': {'offer': {'type': 'string', 'maxLength': 1000, 'minLength': 1, 'description': 'Plain-language description of the vendor offer being evaluated.'}, 'idealCustomerProfile': {'type': 'string', 'maxLength': 1000, 'minLength': 1, 'description': 'Plain-language ideal-customer profile supplied by the caller.'}}, 'additionalProperties': False}, 'account': {'type': 'object', 'required': ['name'], 'properties': {'name': {'type': 'string', 'maxLength': 200, 'minLength': 1, 'description': 'Business account name supplied by the caller. Do not include personal or confidential data.'}}, 'additionalProperties': False}, 'signals': {'type': 'array', 'items': {'type': 'object', 'required': ['kind', 'evidence', 'relevanceToOffer', 'confidence'], 'properties': {'kind': {'enum': ['leadership_change', 'hiring', 'funding', 'product_launch', 'expansion', 'technology_change', 'partnership', 'regulatory_event', 'other'], 'type': 'string'}, 'evidence': {'type': 'string', 'maxLength': 600, 'minLength': 1, 'description': 'A concrete business event or observation supplied by the caller.'}, 'sourceUrl': {'type': 'string', 'maxLength': 2048, 'description': 'Optional credential-free HTTPS source. Intakra does not open or verify it.'}, 'confidence': {'enum': ['high', 'medium', 'low'], 'type': 'string', 'description': "The caller's confidence in the observation, not Intakra verification."}, 'observedAt': {'type': 'string', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'description': 'Optional event date. Missing or stale dates reduce confidence.'}, 'relevanceToOffer': {'type': 'string', 'maxLength': 600, 'minLength': 1, 'description': "The caller's specific, hedged explanation of why the event may matter for this offer."}}, 'additionalProperties': False}, 'maxItems': 10, 'minItems': 1}, 'asOfDate': {'type': 'string', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$', 'description': 'Optional date for reproducible recency scoring. Defaults to the current California date.'}, 'fitCriteria': {'type': 'array', 'items': {'type': 'object', 'required': ['criterion', 'assessment', 'evidence'], 'properties': {'evidence': {'type': 'string', 'maxLength': 600, 'minLength': 1, 'description': 'Caller-supplied fact supporting the fit assessment.'}, 'criterion': {'type': 'string', 'maxLength': 240, 'minLength': 1}, 'sourceUrl': {'type': 'string', 'maxLength': 2048, 'description': 'Optional credential-free HTTPS source. Intakra does not open or verify it.'}, 'assessment': {'enum': ['match', 'mismatch', 'unknown'], 'type': 'string'}}, 'additionalProperties': False}, 'maxItems': 8, 'minItems': 1}}, 'additionalProperties': False}
Output schema
{'type': 'object', 'required': ['status', 'requiresHumanReview', 'accountName', 'asOfDate', 'disposition', 'scores', 'fit', 'evidence', 'admissibleSignalCount', 'evidenceGaps', 'unsupportedClaims', 'nextAction', 'boundaries'], 'properties': {'fit': {'type': 'object', 'required': ['matches', 'mismatches', 'unknowns', 'summary'], 'properties': {'matches': {'type': 'integer', 'minimum': 0}, 'summary': {'type': 'string'}, 'unknowns': {'type': 'integer', 'minimum': 0}, 'mismatches': {'type': 'integer', 'minimum': 0}}, 'additionalProperties': False}, 'scores': {'type': 'object', 'required': ['fit', 'timing', 'evidenceQuality', 'priority'], 'properties': {'fit': {'type': 'integer', 'maximum': 100, 'minimum': 0}, 'timing': {'type': 'integer', 'maximum': 100, 'minimum': 0}, 'priority': {'type': 'integer', 'maximum': 100, 'minimum': 0}, 'evidenceQuality': {'type': 'integer', 'maximum': 100, 'minimum': 0}}, 'additionalProperties': False}, 'status': {'type': 'string', 'const': 'draft'}, 'asOfDate': {'type': 'string'}, 'evidence': {'type': 'array', 'items': {'type': 'object', 'required': ['signalNumber', 'status', 'contribution', 'flags'], 'properties': {'flags': {'type': 'array', 'items': {'type': 'string'}}, 'status': {'enum': ['admissible', 'needs_verification', 'excluded'], 'type': 'string'}, 'contribution': {'type': 'number', 'maximum': 1, 'minimum': 0}, 'signalNumber': {'type': 'integer', 'minimum': 1}}, 'additionalProperties': False}}, 'boundaries': {'type': 'object', 'required': ['callerSuppliedOnly', 'sourceVerificationPerformed', 'networkAccess', 'dataPersisted', 'outreachDrafted', 'messageSent'], 'properties': {'messageSent': {'type': 'boolean', 'const': False}, 'dataPersisted': {'type': 'boolean', 'const': False}, 'networkAccess': {'type': 'boolean', 'const': False}, 'outreachDrafted': {'type': 'boolean', 'const': False}, 'callerSuppliedOnly': {'type': 'boolean', 'const': True}, 'sourceVerificationPerformed': {'type': 'boolean', 'const': False}}, 'additionalProperties': False}, 'nextAction': {'type': 'string'}, 'accountName': {'type': 'string'}, 'disposition': {'enum': ['review_now', 'verify', 'deprioritize'], 'type': 'string'}, 'evidenceGaps': {'type': 'array', 'items': {'type': 'string'}}, 'unsupportedClaims': {'type': 'array', 'items': {'type': 'string'}}, 'requiresHumanReview': {'type': 'boolean', 'const': True}, 'admissibleSignalCount': {'type': 'integer', 'minimum': 0}}, 'additionalProperties': False}
Recent tool changes
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