{"name":"io.github.africanmarketos591/mvr-api","slug":"africanmarketos591-mvr-api","title":"MVR API - Minimum Viable Relationships","description":"Read-only MVR preflight for trust, permission, evidence gaps, and African market-entry readiness.","url":"https://mcp.market/server/africanmarketos591-mvr-api","rating":null,"grade":"B","score":80,"certified":false,"status":"active","category":"other","tags":[],"presence":{"score":23,"stars":0,"forks":0,"downloads_week":null,"last_push_at":"2026-09-20T20:55:15.000Z","license":"NOASSERTION"},"uptime":{"percent":100,"checks":28,"ok":28,"last_checked_at":"2026-11-04T06:10:49.777Z","last_ok_at":"2026-11-04T06:10:49.777Z","latency_ms":2467},"claimed":false,"transport":"remote","callable_via_gateway":true,"default_price_micros":0,"repository":"https://github.com/africanmarketos591/mvr-framework","website":"https://africanmarketos.com/api/docs","version":"6.32.6","remotes":[{"type":"streamable-http","url":"https://africanmarketos.com/mcp/preflight"}],"packages":[],"tools":[{"name":"mvr_context_compile","description":"Use after evidence capture to separate safe from unsafe inferences across formal, field, market, trust, and stakeholder context. It compiles context; it does not authorize action. Use when: Use when evidence is mixed and the agent needs safe claims versus unsafe claims before a verdict. Do not use when: Do not use as a go/no-go decision. Submit only consented, data-minimized, redacted or aggregated evidence; never raw confidential datasets, secrets, credentials, or personal identifiers. Evidence input location: arguments.payload. Full replacement evidence_pack: object array; retain workflow context. String fields: id, claim, evidence_type, source_class, stakeholder_class, verification_status, geography, source_date, source_doc_id. geography: source-country string; evidence_geography: {country,city?,region?}, all strings. source_date: YYYY-MM-DD or ISO timestamp with timezone. Omit unknown dates/references, never null or invented. Unchecked: verification_status: unverified. Keep adverse facts in claim; formatting is not verification.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"payload":{"type":"object","description":"Resolved subject, market scope, and mixed evidence to compile into safe and unsafe inferences.","properties":{"subject":{"type":"object","description":"Resolved or supplied entity under assessment.","properties":{"entity_name":{"type":"string"},"entity_archetype":{"type":"string"},"sector":{"type":"string"}},"additionalProperties":true},"market_scope":{"type":"object","description":"Geography to which the compiled inferences apply.","properties":{"country":{"type":"string"},"city":{"type":"string"},"region":{"type":"string"},"corridor":{"type":"string"}},"additionalProperties":true},"decision_stage":{"type":"string"},"target_claim":{"type":"string"},"evidence_pack":{"type":"array","items":{"type":"object","additionalProperties":true,"description":"A caller-declared, consented and redacted evidence item. 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Rechecks replace the pack; the server does not append or retrieve evidence."},"evidence_items":{"type":"array","items":{"type":"object","additionalProperties":true,"description":"A caller-declared, consented and redacted evidence item. No required fields at intake: incomplete items receive correction feedback. Passing coverage never verifies truth, permission or readiness.","properties":{"id":{"type":"string","description":"Optional item identifier. Does not establish a distinct source."},"claim":{"type":"string","description":"Minimal, non-confidential claim supported by the item; do not send raw private interviews."},"evidence_type":{"type":"string","description":"What was collected, for example interview, field observation or licence record. Not merely the conclusion."},"source_class":{"type":"string","description":"Origin label, for example entity_reported, regulator_published, structured_field_research, operational_data or counterparty_reference. 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Not a substitute for verification or source lineage."},"source_date":{"type":"string","description":"Declared source date, YYYY-MM-DD or ISO timestamp with timezone. Date validity and age can be checked; the source and current applicability remain unverified."},"freshness_date":{"type":"string","description":"Compatibility alias for source_date; conflicting supplied dates require correction."},"geography":{"type":"string","description":"Source country name/code or broader geographic description. 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Genuine shared upstream references count together."},"source_url":{"type":"string","description":"Source reference only; the sandbox does not fetch or authenticate it."},"upstream_source_ids":{"type":"array","items":{"type":"string"},"description":"Disclose shared upstream sources; distinct identifiers do not prove independence."},"parent_source_ids":{"type":"array","items":{"type":"string"}},"synthetic_fields":{"type":"array","items":{"type":"string"},"description":"Source-reference fields that were generated rather than observed; these do not establish lineage."}}},"load_bearing":{"type":"boolean","description":"True if the target recommendation materially depends on this item."},"is_load_bearing":{"type":"boolean","description":"Compatibility alias for load_bearing."}}},"description":"Alias for evidence_pack. Supply one field, not conflicting copies."},"claims":{"type":"array","description":"Optional explicit target claims and source-specific support links. 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Submit only consented, data-minimized, redacted or aggregated evidence; never secrets, credentials, or personal identifiers. Evidence input location: arguments.payload. Full replacement evidence_pack: object array; retain workflow context. String fields: id, claim, evidence_type, source_class, stakeholder_class, verification_status, geography, source_date, source_doc_id. geography: source-country string; evidence_geography: {country,city?,region?}, all strings. source_date: YYYY-MM-DD or ISO timestamp with timezone. Omit unknown dates/references, never null or invented. Unchecked: verification_status: unverified. Keep adverse facts in claim; formatting is not verification.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"payload":{"type":"object","description":"Decision question, resolved subject, market scope, and evidence for a bounded recommendation or abstention.","properties":{"subject":{"type":"object","description":"Resolved or supplied entity under assessment.","properties":{"entity_name":{"type":"string"},"entity_archetype":{"type":"string"},"sector":{"type":"string"}},"additionalProperties":true},"market_scope":{"type":"object","description":"Geography for the proposed decision.","properties":{"country":{"type":"string"},"city":{"type":"string"},"region":{"type":"string"},"corridor":{"type":"string"}},"additionalProperties":true},"decision_stage":{"type":"string","description":"Idea, pre-entry, pilot, launch, expansion, or scale stage."},"target_claim":{"type":"string","description":"Exact claim or readiness question to authorize, limit, or abstain on."},"target_use":{"type":"string","description":"Internal planning, pilot design, customer-facing, investor-facing, or rollout use."},"evidence_pack":{"type":"array","items":{"type":"object","additionalProperties":true,"description":"A caller-declared, consented and redacted evidence item. No required fields at intake: incomplete items receive correction feedback. Passing coverage never verifies truth, permission or readiness.","properties":{"id":{"type":"string","description":"Optional item identifier. Does not establish a distinct source."},"claim":{"type":"string","description":"Minimal, non-confidential claim supported by the item; do not send raw private interviews."},"evidence_type":{"type":"string","description":"What was collected, for example interview, field observation or licence record. Not merely the conclusion."},"source_class":{"type":"string","description":"Origin label, for example entity_reported, regulator_published, structured_field_research, operational_data or counterparty_reference. Not a claim of independence."},"evidence_origin":{"type":"string","description":"Alias for source_class. Source-class precedence: source_class, evidence_origin, source_family, then evidence_type."},"source_family":{"type":"string","description":"Compatibility origin label; source_class takes precedence."},"stakeholder_class":{"type":"string","description":"Role represented, for example guardian, customer, supplier or partner. Do not submit a person identifier."},"verification_status":{"type":"string","description":"Caller label. verified, independently_verified, corroborated, attested, confirmed and validated count for the structural prefilter only. self_attested, unverified, missing and other labels do not. Do not change labels without actually checking the source."},"status":{"type":"string","description":"Legacy alias for verification_status."},"source_grade":{"type":"string","description":"Caller-supplied grade. Not a substitute for verification or source lineage."},"source_date":{"type":"string","description":"Declared source date, YYYY-MM-DD or ISO timestamp with timezone. 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Never invent a locator. Genuine shared upstream references count together."},"source_url":{"type":"string","description":"Source reference only; the sandbox does not fetch or authenticate it."},"upstream_source_ids":{"type":"array","items":{"type":"string"},"description":"Disclose shared upstream sources; distinct identifiers do not prove independence."},"parent_source_ids":{"type":"array","items":{"type":"string"}},"source_hash":{"type":"string","description":"Optional SHA-256 source hash, 64 hexadecimal characters; a hash does not authenticate its origin."},"provenance_ledger":{"type":"object","additionalProperties":true,"properties":{"source_doc_id":{"type":"string","description":"Opaque source-document reference, not an evidence-item ID or personal identifier."},"source_locator":{"type":"string","description":"Redacted document-specific locator, not the shared folder holding unrelated documents. Never invent a locator. Genuine shared upstream references count together."},"source_url":{"type":"string","description":"Source reference only; the sandbox does not fetch or authenticate it."},"upstream_source_ids":{"type":"array","items":{"type":"string"},"description":"Disclose shared upstream sources; distinct identifiers do not prove independence."},"parent_source_ids":{"type":"array","items":{"type":"string"}},"synthetic_fields":{"type":"array","items":{"type":"string"},"description":"Source-reference fields that were generated rather than observed; these do not establish lineage."}}},"load_bearing":{"type":"boolean","description":"True if the target recommendation materially depends on this item."},"is_load_bearing":{"type":"boolean","description":"Compatibility alias for load_bearing."}}},"description":"Full current evidence pack. Rechecks replace the pack; the server does not append or retrieve evidence."},"evidence_items":{"type":"array","items":{"type":"object","additionalProperties":true,"description":"A caller-declared, consented and redacted evidence item. No required fields at intake: incomplete items receive correction feedback. Passing coverage never verifies truth, permission or readiness.","properties":{"id":{"type":"string","description":"Optional item identifier. Does not establish a distinct source."},"claim":{"type":"string","description":"Minimal, non-confidential claim supported by the item; do not send raw private interviews."},"evidence_type":{"type":"string","description":"What was collected, for example interview, field observation or licence record. Not merely the conclusion."},"source_class":{"type":"string","description":"Origin label, for example entity_reported, regulator_published, structured_field_research, operational_data or counterparty_reference. 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Not a substitute for verification or source lineage."},"source_date":{"type":"string","description":"Declared source date, YYYY-MM-DD or ISO timestamp with timezone. Date validity and age can be checked; the source and current applicability remain unverified."},"freshness_date":{"type":"string","description":"Compatibility alias for source_date; conflicting supplied dates require correction."},"geography":{"type":"string","description":"Source country name/code or broader geographic description. 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Genuine shared upstream references count together."},"source_url":{"type":"string","description":"Source reference only; the sandbox does not fetch or authenticate it."},"upstream_source_ids":{"type":"array","items":{"type":"string"},"description":"Disclose shared upstream sources; distinct identifiers do not prove independence."},"parent_source_ids":{"type":"array","items":{"type":"string"}},"source_hash":{"type":"string","description":"Optional SHA-256 source hash, 64 hexadecimal characters; a hash does not authenticate its origin."},"provenance_ledger":{"type":"object","additionalProperties":true,"properties":{"source_doc_id":{"type":"string","description":"Opaque source-document reference, not an evidence-item ID or personal identifier."},"source_locator":{"type":"string","description":"Redacted document-specific locator, not the shared folder holding unrelated documents. Never invent a locator. Genuine shared upstream references count together."},"source_url":{"type":"string","description":"Source reference only; the sandbox does not fetch or authenticate it."},"upstream_source_ids":{"type":"array","items":{"type":"string"},"description":"Disclose shared upstream sources; distinct identifiers do not prove independence."},"parent_source_ids":{"type":"array","items":{"type":"string"}},"synthetic_fields":{"type":"array","items":{"type":"string"},"description":"Source-reference fields that were generated rather than observed; these do not establish lineage."}}},"load_bearing":{"type":"boolean","description":"True if the target recommendation materially depends on this item."},"is_load_bearing":{"type":"boolean","description":"Compatibility alias for load_bearing."}}},"description":"Alias for evidence_pack. Supply one field, not conflicting copies."},"claims":{"type":"array","description":"Optional explicit target claims and source-specific support links. Reuses the governed claim-audit vocabulary. Public links are caller declarations, never authenticated reviewer attestations.","items":{"type":"object","required":["claim_id","claim"],"properties":{"claim_id":{"type":"string","description":"Opaque claim identifier."},"claim":{"type":"string","description":"Minimal public-safe target proposition."},"support_links":{"type":"array","items":{"type":"object","required":["claim_id","evidence_id","relationship","locator"],"properties":{"claim_id":{"type":"string","description":"Must match the containing claim."},"evidence_id":{"type":"string","description":"Must identify an item in this complete evidence pack."},"relationship":{"type":"string","enum":["direct_support","qualifies","contradicts","context_only"]},"locator":{"type":"string","description":"Specific page, cell or section. A locator is not proof."},"review_event_id":{"type":"string","description":"Only the licensed review service can check this event; ignored as authority by public preflight."}}}}}}},"stage":{"type":"string","description":"Free-text venture stage, for example pre-MVP, pilot, grant-funded programme or scaling. No closed enum."},"evidence_available":{"type":"array","items":{"type":"string"},"description":"Short optional context labels, not proof. For supplied document summaries use incomplete evidence_pack items instead; do not mark claims verified merely because a document exists."},"analysis_date":{"type":"string","description":"Optional YYYY-MM-DD or ISO timestamp with timezone, no later than today in analysis_timezone (UTC by default). Defaults to the current date in that calendar. Carried through the public handoff."},"analysis_timezone":{"type":"string","description":"Optional IANA timezone, for example Africa/Nairobi, for the analysis calendar. Defaults to UTC; never inferred from country or IP. Date-only values keep their declared calendar day."},"context_freshness_window_days":{"type":"integer","minimum":1,"description":"Optional caller-declared maximum evidence age in days. No universal freshness cutoff is invented when absent; age alone does not prove validity."}},"additionalProperties":true}},"required":["payload"],"additionalProperties":false}},{"name":"mvr_entity_resolve","description":"Use when a startup, venture, programme, company, partner, or market actor must be resolved to a country, sector, and archetype before relational-readiness evidence is assessed. Use when: Use immediately after mvr_first_call when the user gives a company, venture, sector, country, or ambiguous market actor name, so the subject and target geography are resolved before evidence is assessed. Do not use when: Do not use as a readiness verdict or for unrelated entity lookup. Never submit secrets, personal identifiers, raw private interviews, or confidential evidence. Evidence input location: arguments.payload. Full replacement evidence_pack: object array; retain workflow context. String fields: id, claim, evidence_type, source_class, stakeholder_class, verification_status, geography, source_date, source_doc_id. geography: source-country string; evidence_geography: {country,city?,region?}, all strings. source_date: YYYY-MM-DD or ISO timestamp with timezone. Omit unknown dates/references, never null or invented. Unchecked: verification_status: unverified. Keep adverse facts in claim; formatting is not verification.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"payload":{"type":"object","description":"Entity and market context to canonicalize before evidence assessment.","properties":{"entity_name":{"type":"string","description":"Venture, company, market actor, or hypothetical entity name."},"query":{"type":"string","description":"Free-text entity description when no stable name exists."},"country":{"type":"string","description":"ISO country code or country name when known."},"sector":{"type":"string","description":"Sector or operating category when known."},"entity_archetype":{"type":"string","description":"Known MVR archetype, if already identified."},"organization_type":{"type":"string","description":"Founder, SME, corporate, investor, institution, or other operator type when relevant."},"market_scope":{"type":"object","description":"Target geography for the proposed decision.","properties":{"country":{"type":"string"},"city":{"type":"string"},"region":{"type":"string"},"corridor":{"type":"string"}},"additionalProperties":true},"claims":{"type":"array","description":"Optional explicit target claims and source-specific support links. Reuses the governed claim-audit vocabulary. Public links are caller declarations, never authenticated reviewer attestations.","items":{"type":"object","required":["claim_id","claim"],"properties":{"claim_id":{"type":"string","description":"Opaque claim identifier."},"claim":{"type":"string","description":"Minimal public-safe target proposition."},"support_links":{"type":"array","items":{"type":"object","required":["claim_id","evidence_id","relationship","locator"],"properties":{"claim_id":{"type":"string","description":"Must match the containing claim."},"evidence_id":{"type":"string","description":"Must identify an item in this complete evidence pack."},"relationship":{"type":"string","enum":["direct_support","qualifies","contradicts","context_only"]},"locator":{"type":"string","description":"Specific page, cell or section. A locator is not proof."},"review_event_id":{"type":"string","description":"Only the licensed review service can check this event; ignored as authority by public preflight."}}}}}}},"stage":{"type":"string","description":"Free-text venture stage, for example pre-MVP, pilot, grant-funded programme or scaling. No closed enum."},"evidence_available":{"type":"array","items":{"type":"string"},"description":"Short optional context labels, not proof. For supplied document summaries use incomplete evidence_pack items instead; do not mark claims verified merely because a document exists."},"evidence_pack":{"type":"array","items":{"type":"object","additionalProperties":true,"description":"A caller-declared, consented and redacted evidence item. No required fields at intake: incomplete items receive correction feedback. Passing coverage never verifies truth, permission or readiness.","properties":{"id":{"type":"string","description":"Optional item identifier. Does not establish a distinct source."},"claim":{"type":"string","description":"Minimal, non-confidential claim supported by the item; do not send raw private interviews."},"evidence_type":{"type":"string","description":"What was collected, for example interview, field observation or licence record. Not merely the conclusion."},"source_class":{"type":"string","description":"Origin label, for example entity_reported, regulator_published, structured_field_research, operational_data or counterparty_reference. Not a claim of independence."},"evidence_origin":{"type":"string","description":"Alias for source_class. Source-class precedence: source_class, evidence_origin, source_family, then evidence_type."},"source_family":{"type":"string","description":"Compatibility origin label; source_class takes precedence."},"stakeholder_class":{"type":"string","description":"Role represented, for example guardian, customer, supplier or partner. Do not submit a person identifier."},"verification_status":{"type":"string","description":"Caller label. verified, independently_verified, corroborated, attested, confirmed and validated count for the structural prefilter only. self_attested, unverified, missing and other labels do not. Do not change labels without actually checking the source."},"status":{"type":"string","description":"Legacy alias for verification_status."},"source_grade":{"type":"string","description":"Caller-supplied grade. Not a substitute for verification or source lineage."},"source_date":{"type":"string","description":"Declared source date, YYYY-MM-DD or ISO timestamp with timezone. Date validity and age can be checked; the source and current applicability remain unverified."},"freshness_date":{"type":"string","description":"Compatibility alias for source_date; conflicting supplied dates require correction."},"geography":{"type":"string","description":"Source country name/code or broader geographic description. Known country conflicts are flagged; local applicability is not authenticated."},"evidence_geography":{"type":"object","additionalProperties":true,"properties":{"country":{"type":"string","description":"Declared source country, not the target country."},"city":{"type":"string","description":"Declared source city."},"region":{"type":"string","description":"Declared source region."}}},"source_doc_id":{"type":"string","description":"Opaque source-document reference, not an evidence-item ID or personal identifier."},"source_locator":{"type":"string","description":"Redacted document-specific locator, not the shared folder holding unrelated documents. Never invent a locator. Genuine shared upstream references count together."},"source_url":{"type":"string","description":"Source reference only; the sandbox does not fetch or authenticate it."},"upstream_source_ids":{"type":"array","items":{"type":"string"},"description":"Disclose shared upstream sources; distinct identifiers do not prove independence."},"parent_source_ids":{"type":"array","items":{"type":"string"}},"source_hash":{"type":"string","description":"Optional SHA-256 source hash, 64 hexadecimal characters; a hash does not authenticate its origin."},"provenance_ledger":{"type":"object","additionalProperties":true,"properties":{"source_doc_id":{"type":"string","description":"Opaque source-document reference, not an evidence-item ID or personal identifier."},"source_locator":{"type":"string","description":"Redacted document-specific locator, not the shared folder holding unrelated documents. Never invent a locator. Genuine shared upstream references count together."},"source_url":{"type":"string","description":"Source reference only; the sandbox does not fetch or authenticate it."},"upstream_source_ids":{"type":"array","items":{"type":"string"},"description":"Disclose shared upstream sources; distinct identifiers do not prove independence."},"parent_source_ids":{"type":"array","items":{"type":"string"}},"synthetic_fields":{"type":"array","items":{"type":"string"},"description":"Source-reference fields that were generated rather than observed; these do not establish lineage."}}},"load_bearing":{"type":"boolean","description":"True if the target recommendation materially depends on this item."},"is_load_bearing":{"type":"boolean","description":"Compatibility alias for load_bearing."}}},"description":"Full current evidence pack. Rechecks replace the pack; the server does not append or retrieve evidence."},"evidence_items":{"type":"array","items":{"type":"object","additionalProperties":true,"description":"A caller-declared, consented and redacted evidence item. No required fields at intake: incomplete items receive correction feedback. Passing coverage never verifies truth, permission or readiness.","properties":{"id":{"type":"string","description":"Optional item identifier. Does not establish a distinct source."},"claim":{"type":"string","description":"Minimal, non-confidential claim supported by the item; do not send raw private interviews."},"evidence_type":{"type":"string","description":"What was collected, for example interview, field observation or licence record. Not merely the conclusion."},"source_class":{"type":"string","description":"Origin label, for example entity_reported, regulator_published, structured_field_research, operational_data or counterparty_reference. Not a claim of independence."},"evidence_origin":{"type":"string","description":"Alias for source_class. Source-class precedence: source_class, evidence_origin, source_family, then evidence_type."},"source_family":{"type":"string","description":"Compatibility origin label; source_class takes precedence."},"stakeholder_class":{"type":"string","description":"Role represented, for example guardian, customer, supplier or partner. Do not submit a person identifier."},"verification_status":{"type":"string","description":"Caller label. verified, independently_verified, corroborated, attested, confirmed and validated count for the structural prefilter only. self_attested, unverified, missing and other labels do not. Do not change labels without actually checking the source."},"status":{"type":"string","description":"Legacy alias for verification_status."},"source_grade":{"type":"string","description":"Caller-supplied grade. Not a substitute for verification or source lineage."},"source_date":{"type":"string","description":"Declared source date, YYYY-MM-DD or ISO timestamp with timezone. Date validity and age can be checked; the source and current applicability remain unverified."},"freshness_date":{"type":"string","description":"Compatibility alias for source_date; conflicting supplied dates require correction."},"geography":{"type":"string","description":"Source country name/code or broader geographic description. Known country conflicts are flagged; local applicability is not authenticated."},"evidence_geography":{"type":"object","additionalProperties":true,"properties":{"country":{"type":"string","description":"Declared source country, not the target country."},"city":{"type":"string","description":"Declared source city."},"region":{"type":"string","description":"Declared source region."}}},"source_doc_id":{"type":"string","description":"Opaque source-document reference, not an evidence-item ID or personal identifier."},"source_locator":{"type":"string","description":"Redacted document-specific locator, not the shared folder holding unrelated documents. Never invent a locator. 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Genuine shared upstream references count together."},"source_url":{"type":"string","description":"Source reference only; the sandbox does not fetch or authenticate it."},"upstream_source_ids":{"type":"array","items":{"type":"string"},"description":"Disclose shared upstream sources; distinct identifiers do not prove independence."},"parent_source_ids":{"type":"array","items":{"type":"string"}},"synthetic_fields":{"type":"array","items":{"type":"string"},"description":"Source-reference fields that were generated rather than observed; these do not establish lineage."}}},"load_bearing":{"type":"boolean","description":"True if the target recommendation materially depends on this item."},"is_load_bearing":{"type":"boolean","description":"Compatibility alias for load_bearing."}}},"description":"Alias for evidence_pack. Supply one field, not conflicting copies."},"analysis_date":{"type":"string","description":"Optional YYYY-MM-DD or ISO timestamp with timezone, no later than today in analysis_timezone (UTC by default). Defaults to the current date in that calendar. Carried through the public handoff."},"analysis_timezone":{"type":"string","description":"Optional IANA timezone, for example Africa/Nairobi, for the analysis calendar. Defaults to UTC; never inferred from country or IP. Date-only values keep their declared calendar day."},"context_freshness_window_days":{"type":"integer","minimum":1,"description":"Optional caller-declared maximum evidence age in days. No universal freshness cutoff is invented when absent; age alone does not prove validity."}},"minProperties":1,"additionalProperties":true}},"required":["payload"],"additionalProperties":false}},{"name":"mvr_evidence_completeness","description":"Use after entity resolution and before any readiness claim to check verification status, source-family diversity, stakeholder coverage, and missing proof. Do not treat completeness as authorization. Use when: Use after entity resolution and before any verdict when evidence may be incomplete or one-sided. Do not use when: Do not treat completeness as readiness or authorization. Submit only consented, data-minimized, redacted or aggregated evidence; never raw private interviews, secrets, credentials, or personal identifiers. Evidence input location: arguments.payload. Full replacement evidence_pack: object array; retain workflow context. String fields: id, claim, evidence_type, source_class, stakeholder_class, verification_status, geography, source_date, source_doc_id. geography: source-country string; evidence_geography: {country,city?,region?}, all strings. source_date: YYYY-MM-DD or ISO timestamp with timezone. Omit unknown dates/references, never null or invented. Unchecked: verification_status: unverified. Keep adverse facts in claim; formatting is not verification.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"payload":{"type":"object","description":"Evidence pack and decision context to test for missing proof.","properties":{"subject":{"type":"object","description":"Resolved or supplied entity under assessment.","properties":{"entity_name":{"type":"string"},"entity_archetype":{"type":"string"},"sector":{"type":"string"}},"additionalProperties":true},"market_scope":{"type":"object","description":"Geography in which the evidence must be valid.","properties":{"country":{"type":"string"},"city":{"type":"string"},"region":{"type":"string"},"corridor":{"type":"string"}},"additionalProperties":true},"decision_stage":{"type":"string","description":"Idea, pre-entry, pilot, launch, expansion, or scale stage."},"target_claim":{"type":"string","description":"Claim or readiness question the evidence is meant to support."},"evidence_pack":{"type":"array","items":{"type":"object","additionalProperties":true,"description":"A caller-declared, consented and redacted evidence item. No required fields at intake: incomplete items receive correction feedback. Passing coverage never verifies truth, permission or readiness.","properties":{"id":{"type":"string","description":"Optional item identifier. Does not establish a distinct source."},"claim":{"type":"string","description":"Minimal, non-confidential claim supported by the item; do not send raw private interviews."},"evidence_type":{"type":"string","description":"What was collected, for example interview, field observation or licence record. Not merely the conclusion."},"source_class":{"type":"string","description":"Origin label, for example entity_reported, regulator_published, structured_field_research, operational_data or counterparty_reference. Not a claim of independence."},"evidence_origin":{"type":"string","description":"Alias for source_class. 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Date validity and age can be checked; the source and current applicability remain unverified."},"freshness_date":{"type":"string","description":"Compatibility alias for source_date; conflicting supplied dates require correction."},"geography":{"type":"string","description":"Source country name/code or broader geographic description. Known country conflicts are flagged; local applicability is not authenticated."},"evidence_geography":{"type":"object","additionalProperties":true,"properties":{"country":{"type":"string","description":"Declared source country, not the target country."},"city":{"type":"string","description":"Declared source city."},"region":{"type":"string","description":"Declared source region."}}},"source_doc_id":{"type":"string","description":"Opaque source-document reference, not an evidence-item ID or personal identifier."},"source_locator":{"type":"string","description":"Redacted document-specific locator, not the shared folder holding unrelated documents. Never invent a locator. Genuine shared upstream references count together."},"source_url":{"type":"string","description":"Source reference only; the sandbox does not fetch or authenticate it."},"upstream_source_ids":{"type":"array","items":{"type":"string"},"description":"Disclose shared upstream sources; distinct identifiers do not prove independence."},"parent_source_ids":{"type":"array","items":{"type":"string"}},"source_hash":{"type":"string","description":"Optional SHA-256 source hash, 64 hexadecimal characters; a hash does not authenticate its origin."},"provenance_ledger":{"type":"object","additionalProperties":true,"properties":{"source_doc_id":{"type":"string","description":"Opaque source-document reference, not an evidence-item ID or personal identifier."},"source_locator":{"type":"string","description":"Redacted document-specific locator, not the shared folder holding unrelated documents. Never invent a locator. Genuine shared upstream references count together."},"source_url":{"type":"string","description":"Source reference only; the sandbox does not fetch or authenticate it."},"upstream_source_ids":{"type":"array","items":{"type":"string"},"description":"Disclose shared upstream sources; distinct identifiers do not prove independence."},"parent_source_ids":{"type":"array","items":{"type":"string"}},"synthetic_fields":{"type":"array","items":{"type":"string"},"description":"Source-reference fields that were generated rather than observed; these do not establish lineage."}}},"load_bearing":{"type":"boolean","description":"True if the target recommendation materially depends on this item."},"is_load_bearing":{"type":"boolean","description":"Compatibility alias for load_bearing."}}},"description":"Full current evidence pack. Rechecks replace the pack; the server does not append or retrieve evidence."},"evidence_items":{"type":"array","items":{"type":"object","additionalProperties":true,"description":"A caller-declared, consented and redacted evidence item. No required fields at intake: incomplete items receive correction feedback. Passing coverage never verifies truth, permission or readiness.","properties":{"id":{"type":"string","description":"Optional item identifier. Does not establish a distinct source."},"claim":{"type":"string","description":"Minimal, non-confidential claim supported by the item; do not send raw private interviews."},"evidence_type":{"type":"string","description":"What was collected, for example interview, field observation or licence record. Not merely the conclusion."},"source_class":{"type":"string","description":"Origin label, for example entity_reported, regulator_published, structured_field_research, operational_data or counterparty_reference. 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Not a substitute for verification or source lineage."},"source_date":{"type":"string","description":"Declared source date, YYYY-MM-DD or ISO timestamp with timezone. Date validity and age can be checked; the source and current applicability remain unverified."},"freshness_date":{"type":"string","description":"Compatibility alias for source_date; conflicting supplied dates require correction."},"geography":{"type":"string","description":"Source country name/code or broader geographic description. Known country conflicts are flagged; local applicability is not authenticated."},"evidence_geography":{"type":"object","additionalProperties":true,"properties":{"country":{"type":"string","description":"Declared source country, not the target country."},"city":{"type":"string","description":"Declared source city."},"region":{"type":"string","description":"Declared source region."}}},"source_doc_id":{"type":"string","description":"Opaque source-document reference, not an evidence-item ID or personal identifier."},"source_locator":{"type":"string","description":"Redacted document-specific locator, not the shared folder holding unrelated documents. Never invent a locator. Genuine shared upstream references count together."},"source_url":{"type":"string","description":"Source reference only; the sandbox does not fetch or authenticate it."},"upstream_source_ids":{"type":"array","items":{"type":"string"},"description":"Disclose shared upstream sources; distinct identifiers do not prove independence."},"parent_source_ids":{"type":"array","items":{"type":"string"}},"source_hash":{"type":"string","description":"Optional SHA-256 source hash, 64 hexadecimal characters; a hash does not authenticate its origin."},"provenance_ledger":{"type":"object","additionalProperties":true,"properties":{"source_doc_id":{"type":"string","description":"Opaque source-document reference, not an evidence-item ID or personal identifier."},"source_locator":{"type":"string","description":"Redacted document-specific locator, not the shared folder holding unrelated documents. Never invent a locator. Genuine shared upstream references count together."},"source_url":{"type":"string","description":"Source reference only; the sandbox does not fetch or authenticate it."},"upstream_source_ids":{"type":"array","items":{"type":"string"},"description":"Disclose shared upstream sources; distinct identifiers do not prove independence."},"parent_source_ids":{"type":"array","items":{"type":"string"}},"synthetic_fields":{"type":"array","items":{"type":"string"},"description":"Source-reference fields that were generated rather than observed; these do not establish lineage."}}},"load_bearing":{"type":"boolean","description":"True if the target recommendation materially depends on this item."},"is_load_bearing":{"type":"boolean","description":"Compatibility alias for load_bearing."}}},"description":"Alias for evidence_pack. Supply one field, not conflicting copies."},"claims":{"type":"array","description":"Optional explicit target claims and source-specific support links. Reuses the governed claim-audit vocabulary. Public links are caller declarations, never authenticated reviewer attestations.","items":{"type":"object","required":["claim_id","claim"],"properties":{"claim_id":{"type":"string","description":"Opaque claim identifier."},"claim":{"type":"string","description":"Minimal public-safe target proposition."},"support_links":{"type":"array","items":{"type":"object","required":["claim_id","evidence_id","relationship","locator"],"properties":{"claim_id":{"type":"string","description":"Must match the containing claim."},"evidence_id":{"type":"string","description":"Must identify an item in this complete evidence pack."},"relationship":{"type":"string","enum":["direct_support","qualifies","contradicts","context_only"]},"locator":{"type":"string","description":"Specific page, cell or section. A locator is not proof."},"review_event_id":{"type":"string","description":"Only the licensed review service can check this event; ignored as authority by public preflight."}}}}}}},"stage":{"type":"string","description":"Free-text venture stage, for example pre-MVP, pilot, grant-funded programme or scaling. No closed enum."},"evidence_available":{"type":"array","items":{"type":"string"},"description":"Short optional context labels, not proof. For supplied document summaries use incomplete evidence_pack items instead; do not mark claims verified merely because a document exists."},"analysis_date":{"type":"string","description":"Optional YYYY-MM-DD or ISO timestamp with timezone, no later than today in analysis_timezone (UTC by default). Defaults to the current date in that calendar. Carried through the public handoff."},"analysis_timezone":{"type":"string","description":"Optional IANA timezone, for example Africa/Nairobi, for the analysis calendar. 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Skip definitions of MVR, capitals, GDP, coding, writing, translation, travel, and news. Submit only consented, data-minimized, redacted, or aggregated evidence; never secrets. Evidence input location: arguments. Full replacement evidence_pack: object array; retain workflow context. String fields: id, claim, evidence_type, source_class, stakeholder_class, verification_status, geography, source_date, source_doc_id. geography: source-country string; evidence_geography: {country,city?,region?}, all strings. source_date: YYYY-MM-DD or ISO timestamp with timezone. Omit unknown dates/references, never null or invented. Unchecked: verification_status: unverified. Keep adverse facts in claim; formatting is not verification.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"entity":{"type":"string"},"company_name":{"type":"string"},"country":{"type":"string"},"sector":{"type":"string"},"use_case":{"type":"string"},"question":{"type":"string"},"stage":{"type":"string","description":"Free-text venture stage, for example pre-MVP, pilot, grant-funded programme or scaling. No closed enum."},"target_users":{"type":"string"},"evidence_available":{"type":"array","items":{"type":"string"},"description":"Short optional context labels, not proof. For supplied document summaries use incomplete evidence_pack items instead; do not mark claims verified merely because a document exists."},"evidence_pack":{"type":"array","items":{"type":"object","additionalProperties":true,"description":"A caller-declared, consented and redacted evidence item. No required fields at intake: incomplete items receive correction feedback. Passing coverage never verifies truth, permission or readiness.","properties":{"id":{"type":"string","description":"Optional item identifier. Does not establish a distinct source."},"claim":{"type":"string","description":"Minimal, non-confidential claim supported by the item; do not send raw private interviews."},"evidence_type":{"type":"string","description":"What was collected, for example interview, field observation or licence record. Not merely the conclusion."},"source_class":{"type":"string","description":"Origin label, for example entity_reported, regulator_published, structured_field_research, operational_data or counterparty_reference. Not a claim of independence."},"evidence_origin":{"type":"string","description":"Alias for source_class. 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Date validity and age can be checked; the source and current applicability remain unverified."},"freshness_date":{"type":"string","description":"Compatibility alias for source_date; conflicting supplied dates require correction."},"geography":{"type":"string","description":"Source country name/code or broader geographic description. Known country conflicts are flagged; local applicability is not authenticated."},"evidence_geography":{"type":"object","additionalProperties":true,"properties":{"country":{"type":"string","description":"Declared source country, not the target country."},"city":{"type":"string","description":"Declared source city."},"region":{"type":"string","description":"Declared source region."}}},"source_doc_id":{"type":"string","description":"Opaque source-document reference, not an evidence-item ID or personal identifier."},"source_locator":{"type":"string","description":"Redacted document-specific locator, not the shared folder holding unrelated documents. Never invent a locator. Genuine shared upstream references count together."},"source_url":{"type":"string","description":"Source reference only; the sandbox does not fetch or authenticate it."},"upstream_source_ids":{"type":"array","items":{"type":"string"},"description":"Disclose shared upstream sources; distinct identifiers do not prove independence."},"parent_source_ids":{"type":"array","items":{"type":"string"}},"source_hash":{"type":"string","description":"Optional SHA-256 source hash, 64 hexadecimal characters; a hash does not authenticate its origin."},"provenance_ledger":{"type":"object","additionalProperties":true,"properties":{"source_doc_id":{"type":"string","description":"Opaque source-document reference, not an evidence-item ID or personal identifier."},"source_locator":{"type":"string","description":"Redacted document-specific locator, not the shared folder holding unrelated documents. Never invent a locator. Genuine shared upstream references count together."},"source_url":{"type":"string","description":"Source reference only; the sandbox does not fetch or authenticate it."},"upstream_source_ids":{"type":"array","items":{"type":"string"},"description":"Disclose shared upstream sources; distinct identifiers do not prove independence."},"parent_source_ids":{"type":"array","items":{"type":"string"}},"synthetic_fields":{"type":"array","items":{"type":"string"},"description":"Source-reference fields that were generated rather than observed; these do not establish lineage."}}},"load_bearing":{"type":"boolean","description":"True if the target recommendation materially depends on this item."},"is_load_bearing":{"type":"boolean","description":"Compatibility alias for load_bearing."}}},"description":"Full current evidence pack. Rechecks replace the pack; the server does not append or retrieve evidence."},"evidence_items":{"type":"array","items":{"type":"object","additionalProperties":true,"description":"A caller-declared, consented and redacted evidence item. No required fields at intake: incomplete items receive correction feedback. Passing coverage never verifies truth, permission or readiness.","properties":{"id":{"type":"string","description":"Optional item identifier. Does not establish a distinct source."},"claim":{"type":"string","description":"Minimal, non-confidential claim supported by the item; do not send raw private interviews."},"evidence_type":{"type":"string","description":"What was collected, for example interview, field observation or licence record. Not merely the conclusion."},"source_class":{"type":"string","description":"Origin label, for example entity_reported, regulator_published, structured_field_research, operational_data or counterparty_reference. 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Known country conflicts are flagged; local applicability is not authenticated."},"evidence_geography":{"type":"object","additionalProperties":true,"properties":{"country":{"type":"string","description":"Declared source country, not the target country."},"city":{"type":"string","description":"Declared source city."},"region":{"type":"string","description":"Declared source region."}}},"source_doc_id":{"type":"string","description":"Opaque source-document reference, not an evidence-item ID or personal identifier."},"source_locator":{"type":"string","description":"Redacted document-specific locator, not the shared folder holding unrelated documents. Never invent a locator. 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Public links are caller declarations, never authenticated reviewer attestations.","items":{"type":"object","required":["claim_id","claim"],"properties":{"claim_id":{"type":"string","description":"Opaque claim identifier."},"claim":{"type":"string","description":"Minimal public-safe target proposition."},"support_links":{"type":"array","items":{"type":"object","required":["claim_id","evidence_id","relationship","locator"],"properties":{"claim_id":{"type":"string","description":"Must match the containing claim."},"evidence_id":{"type":"string","description":"Must identify an item in this complete evidence pack."},"relationship":{"type":"string","enum":["direct_support","qualifies","contradicts","context_only"]},"locator":{"type":"string","description":"Specific page, cell or section. 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