{"openapi":"3.1.0","info":{"title":"DataMill Public API","version":"1.0.0","description":"DataMill exposes Australian and New Zealand business, intellectual property, regulatory, banking, geospatial, validation, and property data through a single public API.\n\n## Base URL\n\nPublic API requests use `https://api.datamill.com.au` by default. The MCP JSON-RPC operation uses its documented `https://mcp.datamill.com.au` server override and is not available from the API host.\n\n## Authentication\n\nCustomer API routes require either an `x-api-key` header or an `Authorization: Bearer <api key>` header. Public utility routes such as `/health`, `/ready`, `/openapi.json`, and `/v1/catalog/datasets` do not require authentication. MCP initialize, ping, and notification methods are public; MCP tools/list and tools/call require a subscriber credential.\n\n## Dataset workflow\n\nDataset routes expose three operations. Search and lookup are a discovery pair; verify is a direct check of supplied claims against one dataset snapshot.\n\n- **Search** a `/search` endpoint with `q` to discover candidate records. Each result carries a short-lived opaque `id`.\n- **Lookup** the paired `/lookup` endpoint with that `id` to retrieve the published detail fields for the one record you chose.\n- **Verify** a `/verify` endpoint, where the dataset declares a verification profile, with an approved identifier, a description, or both, to check whether those claims correspond to a record in the published snapshot.\n\nUse search then lookup when you need to discover a record and read its full field set. Use verify directly, without a prior search, when you already hold the identifiers or descriptive claims to check. Verification is a separate question from validation: validation routes check an identifier or contact detail against structural, checksum, syntax, DNS, or numbering rules, while verify compares claims against stored dataset records.\n\nSearch supports `limit` and `offset`. The default page size is `25`, the effective page size is clamped to `1..100`, and callers can page through the first `1000` ranked matches.\n\nLookup IDs are opaque, short-lived handles issued by the API rather than stable record identifiers: every search result carries one, and a sole qualifying verify result also returns one. For authenticated requests they are account-scoped, and every id is tied to the dataset that issued it, so an id cannot be transferred to another account or reused against another dataset. Use the id immediately with the paired lookup endpoint, pass it through unmodified, and refresh it by re-running search or verify; ids expire after 150 seconds, and altered, constructed, or expired values are rejected. These limits keep record access tied to your account's ordinary API usage and stop ids circulating as durable references to the catalogue.\n\nVerify is profile-gated: only datasets that declare a verification profile expose it, and unprofiled verify paths return `404`. Each verify operation publishes its dataset-specific identifiers, descriptive inputs, comparison fields, and limits in the generated OpenAPI and in the `/v1/catalog/datasets` verification metadata.\n\n## Verification outcomes and limits\n\nVerify returns `status` (`verified`, `partial`, or `not_verified`), a `reason`, a qualifying-record `results` count, and `resultsExact`. A full `entity` is returned only when exactly one record qualifies; zero or multiple qualifying records return `entity: null`. `verified` with reason `exact_match` means one record matched the supplied claims exactly. `partial` covers an approximate text match (`approximate_match`) and several qualifying records (`multiple_matches`), so a partial result does not necessarily mean a unique entity was resolved. `not_verified` covers `no_match`, `conflicting_claims`, and `source_value_missing`.\n\nA `match` percentage can read `100` while the outcome is still ambiguous: text equality and unique-record resolution are separate, so two records that both match the supplied text produce `partial` with reason `multiple_matches`, `match: 100`, and no entity. `minimumMatch` (0-100, default 85) affects supported approximate text comparison only; it never relaxes identifier equality or exact comparison constraints. Incomplete candidate evaluation returns a retryable `503`, which is an error rather than a negative finding, so narrow the description or supply an identifier instead of blindly retrying an overly broad query.\n\nVerification confirms correspondence with records in one dataset snapshot. It is not proof of identity, ownership, authority, eligibility, or regulatory or sanctions clearance, and snapshot correspondence is not a claim of real-time source freshness. A negative or ambiguous result establishes neither real-world absence nor clearance. Single-dataset verify is not a cross-register screening operation, and DataMill exposes no public screening route.\n\n## Data freshness\n\nDataMill normalises public-source datasets into service-owned indexes. Individual dataset freshness depends on the source refresh schedule and source availability. Use `/v1/catalog/datasets` for the published catalogue and `https://status.datamill.com.au` for current operational status.\n\n## Validation endpoints\n\nValidation endpoints check structure, checksums, syntax, DNS, or numbering metadata depending on the endpoint. A valid response means the supplied value matches the supported rules; it does not prove identity, ownership, account existence, inbox ownership, or reachability.\n\n## Errors and limits\n\nProtected routes return JSON `ErrorResponse` payloads for authentication, authorisation, quota, validation, timeout, and upstream-origin errors. Unauthenticated protected requests are intentionally generic; authenticated API key clients receive stable error codes and safe action-oriented messages without raw query values, lookup IDs, credentials, or origin internals.","x-scalar-links":[{"name":"Status","url":"https://status.datamill.com.au"},{"name":"Register","url":"https://www.datamill.com.au/signup/"},{"name":"Sign in","url":"https://customer.datamill.com.au"},{"name":"Website","url":"https://www.datamill.com.au"}]},"servers":[{"url":"https://api.datamill.com.au"}],"tags":[{"name":"Catalog","description":"Discover the public datasets currently published by DataMill."},{"name":"dataset:absAnzsicIndustryClassification","x-displayName":"ANZSIC Industry Classification","description":"ABS Australian and New Zealand Standard Industrial Classification classes with hierarchy, definitions, primary activities, and activity-index terms. Source: Australian Bureau of Statistics · ABS; official source: Australian Bureau of Statistics classifications. Licence: Creative Commons Attribution 4.0 International. Attribution: Commonwealth of Australia (Australian Bureau of Statistics). DataMill transforms ABS classification material into canonical API records and search indexes. Excluded material: ABS logos, OSCA branding and artwork, trademarks, microdata, third-party content."},{"name":"dataset:absOscaOccupationClassification","x-displayName":"OSCA Occupation Classification","description":"ABS Occupation Standard Classification for Australia occupations with hierarchy, descriptions, titles, tasks, specialisations, and skill levels. Source: Australian Bureau of Statistics · ABS; official source: Australian Bureau of Statistics classifications. Licence: Creative Commons Attribution 4.0 International. Attribution: Commonwealth of Australia (Australian Bureau of Statistics). DataMill transforms ABS classification material into canonical API records and search indexes. Excluded material: ABS logos, OSCA branding and artwork, trademarks, microdata, third-party content."},{"name":"dataset:abrAustralianBusinessNumbers","x-displayName":"Australian Business Numbers","description":"Australian Business Register ABNs with legal, trading, and status details. Source: Australian Business Register · ABR; official source: Australian Business Register ABN Lookup."},{"name":"dataset:acncRegisteredCharities","x-displayName":"Registered Charities AU","description":"ACNC registered charities with ABNs, names, locations, and registration details. Source: Australian Charities and Not-for-profits Commission · ACNC; official source: ACNC register."},{"name":"dataset:governmentOrganisationsAu","x-displayName":"Government Organisations","description":"Australian Government Organisations Register CSV snapshots from data.gov.au. Source: Australian Government; official source: Australian Government Organisations Register."},{"name":"dataset:apnBankStateBranch","x-displayName":"Bank State Branch","description":"Australian Payment Network branch register with BSB and branch details. Source: Australian Payments Network · APN; official source: AusPayNet BSB lookup."},{"name":"dataset:apraAuthorisedDepositTakingInstitutions","x-displayName":"Authorised Deposit-taking Institutions","description":"APRA register of authorised deposit-taking institutions. Source: Australian Prudential Regulation Authority · APRA; official source: APRA registers."},{"name":"dataset:apraGeneralInsurers","x-displayName":"General Insurers","description":"APRA register of general insurers. Source: Australian Prudential Regulation Authority · APRA; official source: APRA registers."},{"name":"dataset:apraLifeInsurersFriendlySocieties","x-displayName":"Life Insurers and Friendly Societies","description":"APRA list of registered life insurers and friendly societies. Source: Australian Prudential Regulation Authority · APRA; official source: APRA registers."},{"name":"dataset:apraMySuperAuthorisedProducts","x-displayName":"MySuper Authorised Products","description":"APRA MySuper authorised products from the superannuation institutions workbook. Source: Australian Prudential Regulation Authority · APRA; official source: APRA registers."},{"name":"dataset:apraPrivateHealthInsurers","x-displayName":"Private Health Insurers","description":"APRA list of registered private health insurers. Source: Australian Prudential Regulation Authority · APRA; official source: APRA registers."},{"name":"dataset:apraRegistrableSuperannuationEntities","x-displayName":"Registrable Superannuation Entities","description":"APRA RSE register including superannuation entity ABNs and registration numbers. Source: Australian Prudential Regulation Authority · APRA; official source: APRA registers."},{"name":"dataset:apraRseLicensees","x-displayName":"Registrable Superannuation Entities Licensees","description":"APRA Registrable Superannuation Entities licensees from the superannuation institutions workbook. Source: Australian Prudential Regulation Authority · APRA; official source: APRA registers."},{"name":"dataset:asicAustralianFinancialServicesAuthorisedRepresentatives","x-displayName":"AFS Authorised Representatives","description":"ASIC authorised representatives for Australian Financial Services licensees. Source: Australian Securities and Investments Commission · ASIC; official source: ASIC register datasets."},{"name":"dataset:asicAustralianFinancialServicesLicensees","x-displayName":"AFS Licensees","description":"ASIC Australian Financial Services licensees register. Source: Australian Securities and Investments Commission · ASIC; official source: ASIC register datasets."},{"name":"dataset:asicBannedAndDisqualifiedOrganisations","x-displayName":"Banned and Disqualified Organisations","description":"ASIC banned and disqualified organisations register. Source: Australian Securities and Investments Commission · ASIC; official source: ASIC register datasets."},{"name":"dataset:asicBannedAndDisqualifiedPersons","x-displayName":"Banned and Disqualified Persons","description":"ASIC banned and disqualified persons register. Source: Australian Securities and Investments Commission · ASIC; official source: ASIC register datasets."},{"name":"dataset:asicBusinessNames","x-displayName":"Business Names","description":"ASIC registered business names and lifecycle details. Source: Australian Securities and Investments Commission · ASIC; official source: ASIC register datasets."},{"name":"dataset:asicCompanies","x-displayName":"Companies","description":"ASIC companies register with names, identifiers, and classifications. Source: Australian Securities and Investments Commission · ASIC; official source: ASIC register datasets."},{"name":"dataset:asicCreditLicensees","x-displayName":"Credit Licensees","description":"ASIC credit licensees register. Source: Australian Securities and Investments Commission · ASIC; official source: ASIC register datasets."},{"name":"dataset:asicCreditRepresentatives","x-displayName":"Credit Representatives","description":"ASIC credit representatives register. Source: Australian Securities and Investments Commission · ASIC; official source: ASIC register datasets."},{"name":"dataset:asicFinancialAdvisers","x-displayName":"Financial Advisers","description":"ASIC financial advisers register. Source: Australian Securities and Investments Commission · ASIC; official source: ASIC register datasets."},{"name":"dataset:asicLiquidators","x-displayName":"Liquidators","description":"ASIC registered and official liquidators register. Source: Australian Securities and Investments Commission · ASIC; official source: ASIC register datasets."},{"name":"dataset:asicRegisteredAuditors","x-displayName":"Registered Auditors","description":"ASIC registered auditors register. Source: Australian Securities and Investments Commission · ASIC; official source: ASIC register datasets."},{"name":"dataset:asicSmsfAuditors","x-displayName":"SMSF Auditors","description":"ASIC SMSF auditors register. Source: Australian Securities and Investments Commission · ASIC; official source: ASIC register datasets."},{"name":"dataset:atoBusinessIndustryCode","x-displayName":"Business Industry Code","description":"ATO business industry code reference data. Source: Australian Taxation Office · ATO; official source: ATO business industry codes."},{"name":"dataset:cdrBankingProducts","x-displayName":"Banking Products","description":"CDR banking products snapshots from bootstrap archives and live refresh. Source: Consumer Data Right · CDR; official source: Consumer Data Right product reference data."},{"name":"dataset:dfatSanctionsConsolidatedList","x-displayName":"Sanctions Consolidated List","description":"Australian sanctions consolidated list records for individuals, entities, and vessels subject to Australian sanctions law. Source: Department of Foreign Affairs and Trade · DFAT; official source: Department of Foreign Affairs and Trade Australian Sanctions Consolidated List."},{"name":"dataset:euFinancialSanctions","x-displayName":"Financial Sanctions","description":"European Union consolidated financial sanctions records for persons, groups, and entities subject to EU financial sanctions. Source: European Union · EU; official source: EU Financial Sanctions File."},{"name":"dataset:dgTresorAssetFreezeRegister","x-displayName":"Asset Freeze Register","description":"French Treasury asset-freeze records for persons, entities, and other subjects listed in the national freeze register. Source: French Treasury · DG Trésor; official source: French Treasury asset freeze register."},{"name":"dataset:geoAddressesAU","x-displayName":"Australian Addresses","description":"Derived Australian address dataset built from the service-owned G-NAF source group. Source: Geospatial Data; official source: Geoscape G-NAF."},{"name":"dataset:geoPostcodesAU","x-displayName":"Australian Postcodes","description":"Derived Australian postcode and locality reference dataset. Source: Geospatial Data; official source: Geoscape G-NAF."},{"name":"dataset:geoAddressesNZ","x-displayName":"New Zealand Addresses","description":"Derived New Zealand address dataset built from the service-owned LINZ source group. Source: Geospatial Data; official source: LINZ Data Service."},{"name":"dataset:geoPostcodesNZ","x-displayName":"New Zealand Postcodes","description":"Unofficial DataMill-composed New Zealand postcode and locality data combining LINZ addresses and Open NZ Postcodes mappings; not endorsed by NZ Post. Source: Geospatial Data; official source: DataMill-composed NZ postcodes (LINZ and Open NZ Postcodes)."},{"name":"dataset:geoStreetTypes","x-displayName":"Street Types","description":"Derived Australian street type vocabulary built from the service-owned G-NAF source group. Source: Geospatial Data; official source: Geoscape G-NAF."},{"name":"dataset:canadaAutonomousSanctionsConsolidatedList","x-displayName":"Autonomous Sanctions Consolidated List","description":"Government of Canada autonomous sanctions consolidated records for listed persons, entities, and ships. Source: Global Affairs Canada; official source: Government of Canada autonomous sanctions consolidated list."},{"name":"dataset:gleifLegalEntityIdentifiers","x-displayName":"Legal Entity Identifiers","description":"Global legal entity identifier records with registration and validation authority crosswalk values. Source: Global Legal Entity Identifier Foundation · GLEIF; official source: GLEIF Global LEI Index."},{"name":"dataset:cedbTargetedFinancialSanctions","x-displayName":"Targeted Financial Sanctions","description":"Hong Kong targeted financial sanctions records published by the Commerce and Economic Development Bureau. Source: Hong Kong Commerce and Economic Development Bureau · CEDB; official source: Hong Kong targeted financial sanctions lists."},{"name":"dataset:idbSanctionedFirmsIndividuals","x-displayName":"Sanctioned Firms and Individuals","description":"Inter-American Development Bank sanctioned firms and individuals open-data records. Source: Inter-American Development Bank · IDB; official source: IDB sanctioned firms and individuals dataset."},{"name":"dataset:ipAustraliaDesigns","x-displayName":"Designs","description":"IP Australia IP RAPID design-right applications and rights with applicants, owners, agents, classifications, dates, and ABN links where supplied. Source: IP Australia; official source: IP Australia IP RAPID."},{"name":"dataset:ipAustraliaPatents","x-displayName":"Patents","description":"IP Australia IP RAPID patent applications and rights with applicants, owners, agents, classifications, dates, and ABN links where supplied. Source: IP Australia; official source: IP Australia IP RAPID."},{"name":"dataset:ipAustraliaPlantBreedersRights","x-displayName":"Plant Breeder's Rights","description":"IP Australia IP RAPID plant breeder's rights applications with applicants, owners, agents, variety details, dates, and ABN links where supplied. Source: IP Australia; official source: IP Australia IP RAPID."},{"name":"dataset:ipAustraliaTradeMarks","x-displayName":"Trade Marks","description":"IP Australia IP RAPID trade mark applications and rights with applicants, owners, agents, classifications, dates, and ABN links where supplied. Source: IP Australia; official source: IP Australia IP RAPID."},{"name":"dataset:charitiesNzRegisteredCharities","x-displayName":"Registered Charities NZ","description":"New Zealand Charities Register organisations exposed through the Charities Services OData endpoint. Source: New Zealand Charities Register; official source: New Zealand Charities Register open data."},{"name":"dataset:mfatRussiaSanctionsRegister","x-displayName":"Russia Sanctions Register","description":"New Zealand Russia sanctions register records for sanctioned individuals, entities, ships, sanction types, and trade measures. Source: New Zealand Ministry of Foreign Affairs and Trade · MFAT; official source: New Zealand MFAT Russia Sanctions Register."},{"name":"dataset:propertySalesNsw","x-displayName":"Property Sales","description":"Canonical NSW Valuer General property sales snapshot refreshed from weekly dated PSI ZIP extracts. Source: NSW Property; official source: NSW property sales information."},{"name":"dataset:ofacSdnAndConsolidatedSanctionsLists","x-displayName":"SDN and Consolidated Sanctions Lists","description":"OFAC Specially Designated Nationals and consolidated non-SDN sanctions list records from the Sanctions List Service. Source: Office of Foreign Assets Control · OFAC; official source: OFAC Sanctions List Service."},{"name":"dataset:oricAboriginalAndTorresStraitIslanderCorporations","x-displayName":"Aboriginal and Torres Strait Islander Corporations","description":"Searchable corporation records with ICN, ABN, registration status, location, industry, and recent financial bands. Source: Office of the Registrar of Indigenous Corporations · ORIC; official source: ORIC Aboriginal and Torres Strait Islander corporations."},{"name":"dataset:secoSanctionedSubjects","x-displayName":"Sanctioned Subjects","description":"Swiss SECO consolidated sanctioned-subject records for individuals, companies, and organisations. Source: Swiss State Secretariat for Economic Affairs · SECO; official source: SECO sanctioned subjects."},{"name":"dataset:samExclusions","x-displayName":"Exclusions","description":"SAM.gov public exclusions records for excluded parties, agencies, programmes, and restriction dates. Source: System for Award Management · SAM.gov; official source: SAM.gov exclusions public extract."},{"name":"dataset:ukSanctionsList","x-displayName":"Sanctions List","description":"United Kingdom sanctions records published in the UK Sanctions List for persons, entities, and ships. Source: United Kingdom Sanctions; official source: UK Sanctions List."},{"name":"dataset:worldBankIneligibleFirmsIndividuals","x-displayName":"Ineligible Firms and Individuals","description":"World Bank records for firms and individuals ineligible under World Bank procurement sanctions and related sanctions. Source: World Bank; official source: World Bank ineligible firms and individuals list."},{"name":"Validation","description":"Validate identifiers, account details, and communication details using deterministic service-owned validation rules."},{"name":"Agent","description":"Generate text through prepaid DataMill Agent tiers."},{"name":"MCP","description":"Connect MCP clients to the canonical DataMill tool catalogue through JSON-RPC 2.0."},{"name":"Utility","description":"Health, readiness, and machine-readable OpenAPI discovery routes."}],"x-tagGroups":[{"name":"Discover","tags":["Catalog"]},{"name":"Australian Bureau of Statistics · ABS","tags":["dataset:absAnzsicIndustryClassification","dataset:absOscaOccupationClassification"]},{"name":"Australian Business Register · ABR","tags":["dataset:abrAustralianBusinessNumbers"]},{"name":"Australian Charities and Not-for-profits Commission · ACNC","tags":["dataset:acncRegisteredCharities"]},{"name":"Australian Government","tags":["dataset:governmentOrganisationsAu"]},{"name":"Australian Payments Network · APN","tags":["dataset:apnBankStateBranch"]},{"name":"Australian Prudential Regulation Authority · APRA","tags":["dataset:apraAuthorisedDepositTakingInstitutions","dataset:apraGeneralInsurers","dataset:apraLifeInsurersFriendlySocieties","dataset:apraMySuperAuthorisedProducts","dataset:apraPrivateHealthInsurers","dataset:apraRegistrableSuperannuationEntities","dataset:apraRseLicensees"]},{"name":"Australian Securities and Investments Commission · ASIC","tags":["dataset:asicAustralianFinancialServicesAuthorisedRepresentatives","dataset:asicAustralianFinancialServicesLicensees","dataset:asicBannedAndDisqualifiedOrganisations","dataset:asicBannedAndDisqualifiedPersons","dataset:asicBusinessNames","dataset:asicCompanies","dataset:asicCreditLicensees","dataset:asicCreditRepresentatives","dataset:asicFinancialAdvisers","dataset:asicLiquidators","dataset:asicRegisteredAuditors","dataset:asicSmsfAuditors"]},{"name":"Australian Taxation Office · ATO","tags":["dataset:atoBusinessIndustryCode"]},{"name":"Consumer Data Right · CDR","tags":["dataset:cdrBankingProducts"]},{"name":"Department of Foreign Affairs and Trade · DFAT","tags":["dataset:dfatSanctionsConsolidatedList"]},{"name":"European Union · EU","tags":["dataset:euFinancialSanctions"]},{"name":"French Treasury · DG Trésor","tags":["dataset:dgTresorAssetFreezeRegister"]},{"name":"Geospatial Data","tags":["dataset:geoAddressesAU","dataset:geoPostcodesAU","dataset:geoAddressesNZ","dataset:geoPostcodesNZ","dataset:geoStreetTypes"]},{"name":"Global Affairs Canada","tags":["dataset:canadaAutonomousSanctionsConsolidatedList"]},{"name":"Global Legal Entity Identifier Foundation · GLEIF","tags":["dataset:gleifLegalEntityIdentifiers"]},{"name":"Hong Kong Commerce and Economic Development Bureau · CEDB","tags":["dataset:cedbTargetedFinancialSanctions"]},{"name":"Inter-American Development Bank · IDB","tags":["dataset:idbSanctionedFirmsIndividuals"]},{"name":"IP Australia","tags":["dataset:ipAustraliaDesigns","dataset:ipAustraliaPatents","dataset:ipAustraliaPlantBreedersRights","dataset:ipAustraliaTradeMarks"]},{"name":"New Zealand Charities Register","tags":["dataset:charitiesNzRegisteredCharities"]},{"name":"New Zealand Ministry of Foreign Affairs and Trade · MFAT","tags":["dataset:mfatRussiaSanctionsRegister"]},{"name":"NSW Property","tags":["dataset:propertySalesNsw"]},{"name":"Office of Foreign Assets Control · OFAC","tags":["dataset:ofacSdnAndConsolidatedSanctionsLists"]},{"name":"Office of the Registrar of Indigenous Corporations · ORIC","tags":["dataset:oricAboriginalAndTorresStraitIslanderCorporations"]},{"name":"Swiss State Secretariat for Economic Affairs · SECO","tags":["dataset:secoSanctionedSubjects"]},{"name":"System for Award Management · SAM.gov","tags":["dataset:samExclusions"]},{"name":"United Kingdom Sanctions","tags":["dataset:ukSanctionsList"]},{"name":"World Bank","tags":["dataset:worldBankIneligibleFirmsIndividuals"]},{"name":"Validate","tags":["Validation"]},{"name":"Agents","tags":["Agent","MCP"]},{"name":"Operate","tags":["Utility"]}],"paths":{"/openapi.json":{"get":{"tags":["Utility"],"operationId":"openapi","summary":"Machine-readable public API compatibility artifact.","description":"Returns the generated OpenAPI compatibility document for the current public API surface.","parameters":[],"responses":{"200":{"description":"Successful response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/OpenApiDocument"}}}}},"security":[]}},"/mcp":{"servers":[{"url":"https://mcp.datamill.com.au"}],"post":{"tags":["MCP"],"operationId":"mcp","summary":"Send a JSON-RPC request to the DataMill MCP server.","description":"Uses JSON over Streamable HTTP at exactly POST https://mcp.datamill.com.au/mcp, not the api.datamill.com.au host. This is a server-to-server endpoint: CORS is intentionally absent, so browser-based interactive API consoles cannot invoke it directly. The initialize, ping, and notification methods are public. tools/list and tools/call require either x-api-key or Authorization: Bearer credentials. Clients advertise application/json and text/event-stream, but this server intentionally returns JSON call responses and empty notification responses without sessions or SSE. The MCP transport request is not itself a quota unit. Downstream calls can return quota or rate-limit tool errors; search, lookup, and validation tool calls consume normal gateway quota, while dataset catalogue and public status tool calls are free.","security":[{},{"ApiKeyAuth":[]},{"BearerAuth":[]}],"parameters":[{"name":"Accept","in":"header","required":false,"description":"MCP clients should advertise `application/json, text/event-stream`. This JSON-only stateless server returns application/json for calls and does not establish an SSE stream.","schema":{"type":"string"},"example":"application/json, text/event-stream"},{"name":"Origin","in":"header","required":false,"description":"Optional request origin. When present in production it must exactly match https://mcp.datamill.com.au; an invalid origin is rejected with HTTP 403.","schema":{"type":"string"}},{"name":"MCP-Protocol-Version","in":"header","required":false,"description":"Optional transport protocol version. Initialize negotiates the version in its JSON body; subsequent requests should send the negotiated version. A different value is rejected with HTTP 400.","schema":{"type":"string","const":"2025-06-18"}}],"requestBody":{"required":true,"description":"A single JSON-RPC 2.0 object encoded as application/json. Credentials are optional for initialize, ping, and notifications, but required for tools/list and tools/call. Request bodies are limited to 64 KiB.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/McpJsonRpcRequest"}}}},"responses":{"200":{"description":"JSON-RPC result or method-level error response for calls. Unknown methods, invalid method parameters or tool arguments, and unknown tools are JSON-RPC errors carried in HTTP 200. Downstream quota and rate-limit failures from tool calls are also represented as MCP tool errors in this HTTP 200 response.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/McpJsonRpcResponse"}}}},"202":{"description":"Notification accepted with an empty response body"},"400":{"description":"Transport, JSON parsing, request-envelope, notification-validation, or MCP-Protocol-Version failure; method-level JSON-RPC errors use HTTP 200","content":{"application/json":{"schema":{"$ref":"#/components/schemas/McpJsonRpcErrorResponse"}}}},"401":{"description":"Subscriber credential required for tools/list or tools/call","content":{"application/json":{"schema":{"$ref":"#/components/schemas/McpJsonRpcErrorResponse"}}}},"403":{"description":"Origin header is not allowed","content":{"application/json":{"schema":{"$ref":"#/components/schemas/McpJsonRpcErrorResponse"}}}},"413":{"description":"Request body exceeds the 64 KiB transport limit","content":{"application/json":{"schema":{"$ref":"#/components/schemas/McpJsonRpcErrorResponse"}}}},"415":{"description":"Content-Type is not application/json","content":{"application/json":{"schema":{"$ref":"#/components/schemas/McpJsonRpcErrorResponse"}}}},"500":{"description":"MCP server failed to process the request","content":{"application/json":{"schema":{"$ref":"#/components/schemas/McpJsonRpcErrorResponse"}}}},"502":{"description":"An upstream DataMill service request failed","content":{"application/json":{"schema":{"$ref":"#/components/schemas/McpJsonRpcErrorResponse"}}}},"504":{"description":"An upstream DataMill service request timed out","content":{"application/json":{"schema":{"$ref":"#/components/schemas/McpJsonRpcErrorResponse"}}}}},"x-mcp-tools":[{"name":"datamill_list_datasets","title":"List DataMill datasets","description":"List the public DataMill datasets and their canonical selectors.","inputSchema":{"type":"object","additionalProperties":false,"properties":{}}},{"name":"datamill_search_dataset","title":"Search a DataMill dataset","description":"Search one public dataset. 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