Kaggle.Web
Registry code: 5d2ddb13fbc7ffaa
Access the Kaggle data science platform: search and download datasets and competition data, read forums and writeups, and run notebook sessions.
- endpoint
- https://www.kaggle.com/mcp
- protocol
- http-sse ·2025-06-18
- authentication
- none observed
- public key
- none — nobody has proven they own this listing · is it yours? claim it
- karma
- 0 · newcomer
- Is Kaggle.Web live?
- Yes — it answered the hub's last check (checked 2h ago). It answered 100% of checks over the last 30 days.
- Is Kaggle.Web free to use?
- Yes — the hub reached it with no key and no payment.
- What tools does Kaggle.Web have?
- 76 tools: upload_dataset_file, create_model, update_benchmark_arena_combinations, create_code_competition_submission, get_accelerator_quota, get_model, submit_to_competition, start_competition_submission_upload, ….
- Is Kaggle.Web safe to connect?
- The hub found no text in its card or tool descriptions aimed at the agent reading them. It measures what the server answers, not its code — grant it only the access its tools need.
reachable
live
uptime, 30 days
99.6%
90 days 99%· all time 99%
latency
146ms
last good check
priced tools
0
of 76 tools
- degraded → live
- live → degraded· timeout after 20000ms
- degraded → live
- degraded → live
- live → degraded· timeout after 20000ms
- used for
- search and download datasets
- get competition leaderboards
- read discussion forums and writeups
- run notebook sessions
- update dataset metadata
- takes → gives
- text → data, documents
- tools
- 22 reads3 changes data
Calls placed through this hub's router, from its own receipts. Every caller and every payer counts the same; the chain total is counted from three payers.
accounts
0
through this hub
calls served
0
successful
paid through this hub
0 USDC
what callers paid
inferred, not observed
Access was read off the card rather than seen on the wire: inferred: the handshake, the tool list and a call without arguments went through with no key and no payment asked; no tool was run
76 never probed 0 of 76 classified
Price is per tool, not per server. An agent whose handshake is open can hold tools that demand a key or a payment, and one figure for the whole agent sends callers into a wall.
upload_dataset_file unknown never probed
Upload a file to a dataset.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "fileName": { "type": [ "string", "null" ] }, "contentLength": { "type": "integer" }, "lastModifiedEpochSeconds": { "type": "integer" } } } } }arguments 25 linescreate_model unknown never probed
Create a new model.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "slug": { "type": [ "string", "null" ] }, "title": { "type": [ "string", "null" ] }, "subtitle": { "type": [ "string", "null" ] }, "isPrivate": { "type": "boolean" }, "ownerSlug": { "type": [ "string", "null" ] }, "description": { "type": [ "string", "null" ] }, "hasSubtitle": { "type": "boolean" }, "publishTime": { "type": [ "object", "null" ], "properties": { "nanos": { "type": "integer" }, "seconds": { "type": "integer" } } }, "hasIsPrivate": { "type": "boolean" }, "hasDescription": { "type": "boolean" }, "subtitleNullable": { "type": [ "string", "null" ] }, "isPrivateNullable": { "type": [ "boolean", "null" ] }, "provenanceSources": { "type": [ "string", "null" ] }, "descriptionNullable": { "type": [ "string", "null" ] }, "hasProvenanceSources": { "type": "boolean" }, "provenanceSourcesNullable": { "type": [ "string", "null" ] } } } } }arguments 102 linesupdate_benchmark_arena_combinations unknown never probed
Opt task and candidate combinations into or out of a benchmark version's arena.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "add": { "type": [ "array", "null" ], "items": { "$ref": "#/properties/request/properties/addSetter/items" } }, "remove": { "type": [ "array", "null" ], "items": { "$ref": "#/properties/request/properties/addSetter/items" } }, "addSetter": { "type": [ "array", "null" ], "items": { "type": "object", "properties": { "candidate": { "type": [ "object", "null" ], "properties": { "agentId": { "type": "integer" }, "hasAgentId": { "type": "boolean" }, "candidateCase": { "enum": [ "None", "BenchmarkModelVersionId", "AgentId", "BenchmarkModelVersionConfigId" ], "type": "string" }, "agentIdNullable": { "type": [ "integer", "null" ] }, "reasoningEffort": { "type": [ "string", "null" ] }, "hasReasoningEffort": { "type": "boolean" }, "benchmarkModelVersionId": { "type": "integer" }, "reasoningEffortNullable": { "type": [ "string", "null" ] }, "hasBenchmarkModelVersionId": { "type": "boolean" }, "benchmarkModelVersionConfigId": { "type": "integer" }, "benchmarkModelVersionIdNullable": { "type": [ "integer", "null" ] }, "hasBenchmarkModelVersionConfigId": { "type": "boolean" }, "benchmarkModelVersionConfigIdNullable": { "type": [ "integer", "null" ] } } }, "taskVersionId": { "type": "integer" } } } }, "ownerSlug": { "type": [ "string", "null" ] }, "removeSetter": { "type": [ "array", "null" ], "items": { "$ref": "#/properties/request/properties/addSetter/items" } }, "benchmarkSlug": { "type": [ "string", "null" ] }, "versionNumber": { "type": "integer" }, "hasVersionNumber": { "type": "boolean" }, "versionNumberNullable": { "type": [ "integer", "null" ] } } } } }arguments 146 linescreate_code_competition_submission unknown never probed
Submit a kernel to a competition.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "fileName": { "type": [ "string", "null" ] }, "kernelSlug": { "type": [ "string", "null" ] }, "hasFileName": { "type": "boolean" }, "kernelOwner": { "type": [ "string", "null" ] }, "kernelVersion": { "type": "integer" }, "competitionName": { "type": [ "string", "null" ] }, "fileNameNullable": { "type": [ "string", "null" ] }, "hasKernelVersion": { "type": "boolean" }, "kernelVersionNullable": { "type": [ "integer", "null" ] }, "submissionDescription": { "type": [ "string", "null" ] }, "hasSubmissionDescription": { "type": "boolean" }, "submissionDescriptionNullable": { "type": [ "string", "null" ] } } } } }arguments 73 linesget_accelerator_quota reads unknown 36d ago
Get the current user's weekly GPU and TPU quota usage.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object" } } }arguments 11 linesget_model unknown 35d ago
Get a metadata about a model.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "modelSlug": { "type": [ "string", "null" ] }, "ownerSlug": { "type": [ "string", "null" ] } } } } }arguments 25 linessubmit_to_competition unknown never probed
Submit a new competition submission.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "sandbox": { "type": "boolean" }, "hasSandbox": { "type": "boolean" }, "blobFileTokens": { "type": [ "string", "null" ] }, "competitionName": { "type": [ "string", "null" ] }, "sandboxNullable": { "type": [ "boolean", "null" ] }, "submissionDescription": { "type": [ "string", "null" ] }, "benchmarkModelVersionId": { "type": "integer" }, "hasSubmissionDescription": { "type": "boolean" }, "hasBenchmarkModelVersionId": { "type": "boolean" }, "submissionDescriptionNullable": { "type": [ "string", "null" ] }, "benchmarkModelVersionIdNullable": { "type": [ "integer", "null" ] } } } } }arguments 64 linesstart_competition_submission_upload unknown never probed
Get a link to upload a competition submission file.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "fileName": { "type": [ "string", "null" ] }, "contentLength": { "type": "integer" }, "competitionName": { "type": [ "string", "null" ] }, "hasCompetitionName": { "type": "boolean" }, "competitionNameNullable": { "type": [ "string", "null" ] }, "lastModifiedEpochSeconds": { "type": "integer" } } } } }arguments 40 linesget_hackathon_write_up reads unknown never probed
Get a single hackathon write-up submission by ID for a competition.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "competitionName": { "type": [ "string", "null" ] }, "hackathonWriteUpId": { "type": "integer" } } } } }arguments 22 lineslist_submission_episodes reads unknown never probed
List episodes for a submission in a simulation competition.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "submissionId": { "type": "integer" } } } } }arguments 16 linesget_competition_data_files_summary unknown never probed
Get a summary of the data files for a competition, including number and type of files as well as column metadata.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "competitionName": { "type": [ "string", "null" ] } } } } }arguments 19 linesget_competition_leaderboard reads unknown 36d ago
Get the leaderboard for a competition.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "pageSize": { "type": "integer" }, "pageToken": { "type": [ "string", "null" ] }, "hasPageSize": { "type": "boolean" }, "hasPageToken": { "type": "boolean" }, "overridePublic": { "type": "boolean" }, "competitionName": { "type": [ "string", "null" ] }, "pageSizeNullable": { "type": [ "integer", "null" ] }, "hasOverridePublic": { "type": "boolean" }, "pageTokenNullable": { "type": [ "string", "null" ] }, "overridePublicNullable": { "type": [ "boolean", "null" ] } } } } }arguments 58 linesupdate_dataset_metadata changes data unknown never probed
Update the metadata for a dataset.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "settings": { "type": [ "object", "null" ], "properties": { "data": { "type": [ "array", "null" ], "items": { "$ref": "#/properties/request/properties/settings/properties/dataSetter/items" } }, "image": { "type": [ "object", "null" ], "properties": { "token": { "type": [ "string", "null" ] }, "hasToken": { "type": "boolean" }, "cropRectangles": { "type": [ "array", "null" ], "items": { "$ref": "#/properties/request/properties/settings/properties/image/properties/cropRectanglesSetter/items" } }, "cropRectanglesSetter": { "type": [ "array", "null" ], "items": { "type": "object", "properties": { "top": { "type": "integer" }, "left": { "type": "integer" }, "title": { "type": [ "string", "null" ] }, "width": { "type": "integer" }, "height": { "type": "integer" }, "hasTitle": { "type": "boolean" }, "titleNullable": { "type": [ "string", "null" ] } } } } } }, "title": { "type": [ "string", "null" ] }, "hasImage": { "type": "boolean" }, "hasTitle": { "type": "boolean" }, "keywords": { "type": [ "array", "null" ], "items": { "type": "string" } }, "licenses": { "type": [ "array", "null" ], "items": { "$ref": "#/properties/request/properties/settings/properties/licensesSetter/items" } }, "subtitle": { "type": [ "string", "null" ] }, "isPrivate": { "type": "boolean" }, "dataSetter": { "type": [ "array", "null" ], "items": { "type": "object", "properties": { "name": { "type": [ "string", "null" ] }, "columns": { "type": [ "array", "null" ], "items": { "$ref": "#/properties/request/properties/settings/properties/dataSetter/items/properties/columnsSetter/items" } }, "totalBytes": { "type": "integer" }, "description": { "type": [ "string", "null" ] }, "columnsSetter": { "type": [ "array", "null" ], "items": { "type": "object", "properties": { "name": { "type": [ "string", "null" ] }, "type": { "type": [ "string", "null" ] }, "hasType": { "type": "boolean" }, "description": { "type": [ "string", "null" ] }, "typeNullable": { "type": [ "string", "null" ] }, "hasDescription": { "type": "boolean" }, "descriptionNullable": { "type": [ "string", "null" ] } } } }, "hasDescription": { "type": "boolean" }, "descriptionNullable": { "type": [ "string", "null" ] } } } }, "description": { "type": [ "string", "null" ] }, "hasSubtitle": { "type": "boolean" }, "collaborators": { "type": [ "array", "null" ], "items": { "$ref": "#/properties/request/properties/settings/properties/collaboratorsSetter/items" } }, "titleNullable": { "type": [ "string", "null" ] }, "hasDescription": { "type": "boolean" }, "keywordsSetter": { "type": [ "array", "null" ], "items": { "type": "string" } }, "licensesSetter": { "type": [ "array", "null" ], "items": { "type": "object", "properties": { "name": { "type": [ "string", "null" ] }, "hasName": { "type": "boolean" }, "nameNullable": { "type": [ "string", "null" ] } } } }, "subtitleNullable": { "type": [ "string", "null" ] }, "collaboratorsSetter": { "type": [ "array", "null" ], "items": { "type": "object", "properties": { "role": { "enum": [ "Unspecified", "Reader", "Writer", "Owner", "Admin" ], "type": "string" }, "username": { "type": [ "string", "null" ] }, "groupSlug": { "type": [ "string", "null" ] }, "hasUsername": { "type": "boolean" }, "hasGroupSlug": { "type": "boolean" }, "usernameNullable": { "type": [ "string", "null" ] }, "groupSlugNullable": { "type": [ "string", "null" ] }, "collaboratorTypeCase": { "enum": [ "None", "Username", "GroupSlug" ], "type": "string" } } } }, "descriptionNullable": { "type": [ "string", "null" ] }, "userSpecifiedSources": { "type": [ "string", "null" ] }, "expectedUpdateFrequency": { "type": [ "string", "null" ] }, "hasUserSpecifiedSources": { "type": "boolean" }, "hasExpectedUpdateFrequency": { "type": "boolean" }, "userSpecifiedSourcesNullable": { "type": [ "string", "null" ] }, "expectedUpdateFrequencyNullable": { "type": [ "string", "null" ] } } }, "ownerSlug": { "type": [ "string", "null" ] }, "datasetSlug": { "type": [ "string", "null" ] } } } } }arguments 399 linesdownload_dataset reads unknown never probed
Download a dataset.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "raw": { "type": "boolean" }, "fileName": { "type": [ "string", "null" ] }, "hashLink": { "type": [ "string", "null" ] }, "ownerSlug": { "type": [ "string", "null" ] }, "datasetSlug": { "type": [ "string", "null" ] }, "hasFileName": { "type": "boolean" }, "hasHashLink": { "type": "boolean" }, "fileNameNullable": { "type": [ "string", "null" ] }, "hashLinkNullable": { "type": [ "string", "null" ] }, "datasetVersionNumber": { "type": "integer" }, "hasDatasetVersionNumber": { "type": "boolean" }, "datasetVersionNumberNullable": { "type": [ "integer", "null" ] } } } } }arguments 70 linessearch_content reads unknown never probed
Search across all Kaggle content types (competitions, datasets, notebooks, models, discussions, users, benchmarks).
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "skip": { "type": "integer" }, "filters": { "type": [ "object", "null" ], "properties": { "query": { "type": [ "string", "null" ] }, "tagIds": { "type": [ "array", "null" ], "items": { "type": "integer" } }, "privacy": { "enum": [ "All", "Private", "Public" ], "type": "string" }, "listType": { "enum": [ "Unspecified", "LandingCards", "LandingList", "UserProfile", "YourWork", "Collections", "Bookmarks", "OrganizationProfile", "CompetitionCollections", "ActiveCompetitions" ], "type": "string" }, "ownerType": { "enum": [ "Unspecified", "Owns", "Collaborations", "SharedWithCurrentUser" ], "type": "string" }, "onlyCounts": { "type": "boolean" }, "ownerIdCase": { "enum": [ "None", "OwnerUserId", "OwnerOrganizationId" ], "type": "string" }, "ownerUserId": { "type": "integer" }, "userFilters": { "type": [ "object", "null" ], "properties": { "tier": { "enum": [ "Novice", "Contributor", "Expert", "Master", "Grandmaster", "Staff", "Organization", "Recalc" ], "type": "string" }, "hasTier": { "type": "boolean" }, "userIds": { "type": [ "array", "null" ], "items": { "type": "integer" } }, "tierNullable": { "enum": [ "Novice", "Contributor", "Expert", "Master", "Grandmaster", "Staff", "Organization", "Recalc", null ], "type": [ "string", "null" ] }, "userIdsSetter": { "type": [ "array", "null" ], "items": { "type": "integer" } }, "userLocations": { "type": [ "array", "null" ], "items": { "type": "string" } }, "grandmasterLevel": { "type": [ "object", "null" ], "properties": { "max": { "type": "integer" }, "min": { "type": "integer" } } }, "userLocationsSetter": { "type": [ "array", "null" ], "items": { "type": "string" } }, "requireRankingForType": { "enum": [ "Unspecified", "Competitions", "Notebooks", "Discussion", "Datasets" ], "type": "string" }, "hasRequireRankingForType": { "type": "boolean" }, "occupationOrganizationNames": { "type": [ "array", "null" ], "items": { "type": "string" } }, "requireRankingForTypeNullable": { "enum": [ "Unspecified", "Competitions", "Notebooks", "Discussion", "Datasets", null ], "type": [ "string", "null" ] }, "occupationOrganizationNamesSetter": { "type": [ "array", "null" ], "items": { "type": "string" } } } }, "collectionId": { "type": "integer" }, "modelFilters": { "type": [ "object", "null" ], "properties": { "size": { "type": [ "object", "null" ], "properties": { "max": { "type": "integer" }, "min": { "type": "integer" } } } } }, "tagIdsSetter": { "type": [ "array", "null" ], "items": { "type": "integer" } }, "documentTypes": { "type": [ "array", "null" ], "items": { "enum": [ "Unspecified", "Blog", "Competition", "Dataset", "Kernel", "Comment", "Topic", "User", "Course", "Tutorial", "Model", "Resourcereference", "Benchmarktask", "Benchmark", "Benchmarkmodelcard" ], "type": "string" } }, "hasOnlyCounts": { "type": "boolean" }, "kernelFilters": { "type": [ "object", "null" ], "properties": { "language": { "type": [ "string", "null" ] }, "earnedMedal": { "type": "boolean" }, "hasLanguage": { "type": "boolean" }, "hasEarnedMedal": { "type": "boolean" }, "languageNullable": { "type": [ "string", "null" ] }, "earnedMedalNullable": { "type": [ "boolean", "null" ] } } }, "competitionIds": { "type": [ "array", "null" ], "items": { "type": "integer" } }, "countGroupings": { "type": [ "object", "null" ], "properties": { "byDocumentType": { "type": "boolean" }, "byCompetitionId": { "type": "boolean" }, "hasByDocumentType": { "type": "boolean" }, "hasByCompetitionId": { "type": "boolean" }, "byDocumentTypeNullable": { "type": [ "boolean", "null" ] }, "byCompetitionIdNullable": { "type": [ "boolean", "null" ] } } }, "datasetFilters": { "type": [ "object", "null" ], "properties": { "size": { "enum": [ "All", "Small", "Medium", "Large" ], "type": "string" }, "hasSize": { "type": "boolean" }, "fileType": { "enum": [ "All", "Csv", "Sqlite", "Json", "BigQuery", "Parquet" ], "type": "string" }, "earnedMedal": { "type": "boolean" }, "licenseGroup": { "enum": [ "All", "Cc", "Gpl", "Odb", "Other" ], "type": "string" }, "sizeNullable": { "enum": [ "All", "Small", "Medium", "Large", null ], "type": [ "string", "null" ] }, "hasEarnedMedal": { "type": "boolean" }, "hasLicenseGroup": { "type": "boolean" }, "earnedMedalNullable": { "type": [ "boolean", "null" ] }, "licenseGroupNullable": { "enum": [ "All", "Cc", "Gpl", "Odb", "Other", null ], "type": [ "string", "null" ] } } }, "hasOwnerUserId": { "type": "boolean" }, "hasCollectionId": { "type": "boolean" }, "sharedViaGroups": { "type": [ "array", "null" ], "items": { "type": "string" } }, "discussionFilters": { "type": [ "object", "null" ], "properties": { "draftsOnly": { "type": "boolean" }, "sourceType": { "enum": [ "Unspecified", "Competition", "Dataset", "Kernel", "SiteForum", "CompetitionSolution", "Model", "WriteUp", "LearnTrack", "Benchmark", "BenchmarkTask" ], "type": "string" }, "writeUpTypes": { "type": [ "array", "null" ], "items": { "enum": [ "Unspecified", "HackathonProject", "CompetitionSolution", "PersonalProject", "Knowledge", "ForumTopic", "Blog" ], "type": "string" } }, "hasDraftsOnly": { "type": "boolean" }, "publishedOnly": { "type": "boolean" }, "onlyNewComments": { "type": "boolean" }, "hasPublishedOnly": { "type": "boolean" }, "hackathonTrackIds": { "type": [ "array", "null" ], "items": { "type": "integer" } }, "draftsOnlyNullable": { "type": [ "boolean", "null" ] }, "writeUpTypesSetter": { "type": [ "array", "null" ], "items": { "enum": [ "Unspecified", "HackathonProject", "CompetitionSolution", "PersonalProject", "Knowledge", "ForumTopic", "Blog" ], "type": "string" } }, "writeUpInclusionType": { "enum": [ "Unspecified", "Exclude", "Include", "Only" ], "type": "string" }, "publishedOnlyNullable": { "type": [ "boolean", "null" ] }, "hackathonTrackIdsSetter": { "type": [ "array", "null" ], "items": { "type": "integer" } }, "includeHiddenHackathonWriteUps": { "type": "boolean" }, "hasIncludeHiddenHackathonWriteUps": { "type": "boolean" }, "includeHiddenHackathonWriteUpsNullable": { "type": [ "boolean", "null" ] } } }, "competitionFilters": { "type": [ "object", "null" ], "properties": { "role": { "enum": [ "Any", "Host", "Participant", "ParticipantOnly", "Judge" ], "type": "string" }, "status": { "enum": [ "Any", "Active", "Complete", "Unlaunched" ], "type": "string" }, "hackathon": { "type": "boolean" }, "earnedMedal": { "type": "boolean" }, "hasHackathon": { "type": "boolean" }, "hasEarnedMedal": { "type": "boolean" }, "hackathonNullable": { "type": [ "boolean", "null" ] }, "profileVisibility": { "enum": [ "Any", "Visible", "Hidden" ], "type": "string" }, "earnedMedalNullable": { "type": [ "boolean", "null" ] } } }, "onlyCountsNullable": { "type": [ "boolean", "null" ] }, "documentTypesSetter": { "type": [ "array", "null" ], "items": { "enum": [ "Unspecified", "Blog", "Competition", "Dataset", "Kernel", "Comment", "Topic", "User", "Course", "Tutorial", "Model", "Resourcereference", "Benchmarktask", "Benchmark", "Benchmarkmodelcard" ], "type": "string" } }, "ownerOrganizationId": { "type": "integer" }, "ownerUserIdNullable": { "type": [ "integer", "null" ] }, "collectionIdNullable": { "type": [ "integer", "null" ] }, "competitionIdsSetter": { "type": [ "array", "null" ], "items": { "type": "integer" } }, "sharedViaGroupsSetter": { "type": [ "array", "null" ], "items": { "type": "string" } }, "hasOwnerOrganizationId": { "type": "boolean" }, "ownerOrganizationIdNullable": { "type": [ "integer", "null" ] } } }, "pageSize": { "type": "integer" }, "pageToken": { "type": [ "string", "null" ] }, "maxPageSize": { "type": "integer" }, "orderByCase": { "enum": [ "None", "CanonicalOrderBy", "CompetitionsOrderBy", "DatasetsOrderBy", "KernelsOrderBy", "ModelsOrderBy", "DiscussionsOrderBy", "UsersOrderBy" ], "type": "string" }, "usersOrderBy": { "enum": [ "Unspecified", "CompetitionRanking", "KernelRanking", "DatasetRanking", "DisplayName", "TierAndLevel", "OldestJoinDate", "NewestJoinDate" ], "type": "string" }, "modelsOrderBy": { "enum": [ "ModelsSearchOrderByUnspecified", "ModelsSearchOrderByDownloadCount", "ModelsSearchOrderByNotebookCount", "ModelsSearchOrderByPublishDate" ], "type": "string" }, "kernelsOrderBy": { "enum": [ "Unspecified", "TotalComments" ], "type": "string" }, "datasetsOrderBy": { "enum": [ "Unspecified", "UsabilityRating" ], "type": "string" }, "hasUsersOrderBy": { "type": "boolean" }, "canonicalOrderBy": { "enum": [ "Unspecified", "DateCreated", "DateUpdated", "Hotness", "LastViewed", "TotalComments", "Votes" ], "type": "string" }, "hasModelsOrderBy": { "type": "boolean" }, "hasKernelsOrderBy": { "type": "boolean" }, "discussionsOrderBy": { "enum": [ "Unspecified", "LastTopicCommentDate" ], "type": "string" }, "hasDatasetsOrderBy": { "type": "boolean" }, "competitionsOrderBy": { "enum": [ "Unspecified", "Deadline", "PrizeValue", "TeamRank", "LastSubmissionDate" ], "type": "string" }, "hasCanonicalOrderBy": { "type": "boolean" }, "usersOrderByNullable": { "enum": [ "Unspecified", "CompetitionRanking", "KernelRanking", "DatasetRanking", "DisplayName", "TierAndLevel", "OldestJoinDate", "NewestJoinDate", null ], "type": [ "string", "null" ] }, "hasDiscussionsOrderBy": { "type": "boolean" }, "modelsOrderByNullable": { "enum": [ "ModelsSearchOrderByUnspecified", "ModelsSearchOrderByDownloadCount", "ModelsSearchOrderByNotebookCount", "ModelsSearchOrderByPublishDate", null ], "type": [ "string", "null" ] }, "hasCompetitionsOrderBy": { "type": "boolean" }, "kernelsOrderByNullable": { "enum": [ "Unspecified", "TotalComments", null ], "type": [ "string", "null" ] }, "datasetsOrderByNullable": { "enum": [ "Unspecified", "UsabilityRating", null ], "type": [ "string", "null" ] }, "canonicalOrderByNullable": { "enum": [ "Unspecified", "DateCreated", "DateUpdated", "Hotness", "LastViewed", "TotalComments", "Votes", null ], "type": [ "string", "null" ] }, "discussionsOrderByNullable": { "enum": [ "Unspecified", "LastTopicCommentDate", null ], "type": [ "string", "null" ] }, "competitionsOrderByNullable": { "enum": [ "Unspecified", "Deadline", "PrizeValue", "TeamRank", "LastSubmissionDate", null ], "type": [ "string", "null" ] } } } } }arguments 921 linesdownload_competition_leaderboard unknown never probed
Download the leaderboard for a competition.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "competitionName": { "type": [ "string", "null" ] } } } } }arguments 19 lineslist_forum_topics unknown never probed
List and search discussion topics. Omit forum_id to search across all forums.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "page": { "type": "integer" }, "group": { "enum": [ "Unspecified", "All", "Owned", "Upvoted", "Bookmarked", "MyActivity", "Drafts" ], "type": "string" }, "author": { "enum": [ "Unspecified", "Admin" ], "type": "string" }, "sortBy": { "enum": [ "Unspecified", "Hot", "Top", "New", "Recent", "Active", "Relevance" ], "type": "string" }, "forumId": { "type": "integer" }, "recency": { "enum": [ "Unspecified", "Last30Days", "Last7Days", "Today" ], "type": "string" }, "category": { "enum": [ "Unspecified", "All", "Forums", "Competitions", "Datasets", "CompetitionWriteUps", "Models", "Benchmarks" ], "type": "string" }, "hasForumId": { "type": "boolean" }, "myActivity": { "enum": [ "Unspecified", "Published", "Commented", "Viewed" ], "type": "string" }, "searchQuery": { "type": [ "string", "null" ] }, "hasSearchQuery": { "type": "boolean" }, "forumIdNullable": { "type": [ "integer", "null" ] }, "filterCategoryIds": { "type": [ "array", "null" ], "items": { "type": "integer" } }, "searchQueryNullable": { "type": [ "string", "null" ] }, "filterCategoryIdsSetter": { "type": [ "array", "null" ], "items": { "type": "integer" } } } } } }arguments 123 linesget_model_variation unknown 35d ago
Get metadata about a model variation.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "framework": { "enum": [ "Unspecified", "TensorFlow1", "TensorFlow2", "TfLite", "TfJs", "PyTorch", "Jax", "Coral", "ScikitLearn", "Mxnet", "Onnx", "Keras", "Api", "Other", "Flax", "Pax", "Transformers", "MaxText", "GemmaCpp", "Ggml", "TensorRtLlm", "Gguf", "Triton", "Vllm" ], "type": "string" }, "modelSlug": { "type": [ "string", "null" ] }, "ownerSlug": { "type": [ "string", "null" ] }, "instanceSlug": { "type": [ "string", "null" ] } } } } }arguments 60 linesget_dataset_files_summary reads unknown never probed
Get a summary of the data files in a dataset, including number and type of files as well as column metadata.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "ownerSlug": { "type": [ "string", "null" ] }, "datasetSlug": { "type": [ "string", "null" ] }, "datasetVersionNumber": { "type": "integer" }, "hasDatasetVersionNumber": { "type": "boolean" }, "datasetVersionNumberNullable": { "type": [ "integer", "null" ] } } } } }arguments 37 lineslist_model_variation_versions unknown never probed
List model variation versions.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "pageSize": { "type": "integer" }, "framework": { "enum": [ "Unspecified", "TensorFlow1", "TensorFlow2", "TfLite", "TfJs", "PyTorch", "Jax", "Coral", "ScikitLearn", "Mxnet", "Onnx", "Keras", "Api", "Other", "Flax", "Pax", "Transformers", "MaxText", "GemmaCpp", "Ggml", "TensorRtLlm", "Gguf", "Triton", "Vllm" ], "type": "string" }, "modelSlug": { "type": [ "string", "null" ] }, "ownerSlug": { "type": [ "string", "null" ] }, "pageToken": { "type": [ "string", "null" ] }, "hasPageSize": { "type": "boolean" }, "hasPageToken": { "type": "boolean" }, "instanceSlug": { "type": [ "string", "null" ] }, "pageSizeNullable": { "type": [ "integer", "null" ] }, "pageTokenNullable": { "type": [ "string", "null" ] } } } } }arguments 87 linesget_benchmark_leaderboard unknown 36d ago
Get the leaderboard for a benchmark.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "ownerSlug": { "type": [ "string", "null" ] }, "benchmarkSlug": { "type": [ "string", "null" ] }, "versionNumber": { "type": "integer" }, "hasVersionNumber": { "type": "boolean" }, "versionNumberNullable": { "type": [ "integer", "null" ] } } } } }arguments 37 lineslist_benchmark_arena_combinations unknown never probed
List the task and candidate combinations opted into a benchmark version's arena.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "ownerSlug": { "type": [ "string", "null" ] }, "benchmarkSlug": { "type": [ "string", "null" ] }, "versionNumber": { "type": "integer" }, "hasVersionNumber": { "type": "boolean" }, "versionNumberNullable": { "type": [ "integer", "null" ] } } } } }arguments 37 linescreate_benchmark_arena_settings unknown never probed
Create a benchmark version's arena.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "settings": { "type": [ "object", "null" ], "properties": { "voteCount": { "type": "integer" }, "artifactPath": { "type": [ "string", "null" ] }, "artifactType": { "enum": [ "Unspecified", "Video", "Image", "Html", "Text" ], "type": "string" }, "hasVoteCount": { "type": "boolean" }, "votingEnabled": { "type": "boolean" }, "galleryEnabled": { "type": "boolean" }, "showVoteCounts": { "type": "boolean" }, "expandArtifacts": { "type": "boolean" }, "galleryCardSize": { "enum": [ "Unspecified", "ExtraSmall", "Small", "Medium", "Large" ], "type": "string" }, "revealCandidates": { "type": "boolean" }, "voteCountNullable": { "type": [ "integer", "null" ] }, "arenaTaskVersionId": { "type": "integer" }, "votesTaskVersionId": { "type": "integer" }, "hasArenaTaskVersionId": { "type": "boolean" }, "hasVotesTaskVersionId": { "type": "boolean" }, "arenaTaskVersionIdNullable": { "type": [ "integer", "null" ] }, "votesTaskVersionIdNullable": { "type": [ "integer", "null" ] } } }, "ownerSlug": { "type": [ "string", "null" ] }, "benchmarkSlug": { "type": [ "string", "null" ] }, "versionNumber": { "type": "integer" }, "hasVersionNumber": { "type": "boolean" }, "versionNumberNullable": { "type": [ "integer", "null" ] } } } } }arguments 122 lineslist_hackathon_write_ups reads unknown never probed
List hackathon write-up submissions for a competition. Supports filtering by track and winner status.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "skip": { "type": "integer" }, "teamId": { "type": "integer" }, "winner": { "type": "boolean" }, "hasSkip": { "type": "boolean" }, "pageSize": { "type": "integer" }, "readMask": { "type": [ "object", "null" ], "properties": { "paths": { "type": [ "array", "null" ], "items": { "type": "string" } } } }, "template": { "type": "boolean" }, "hasTeamId": { "type": "boolean" }, "hasWinner": { "type": "boolean" }, "pageToken": { "type": [ "string", "null" ] }, "published": { "type": "boolean" }, "hasPageSize": { "type": "boolean" }, "hasTemplate": { "type": "boolean" }, "hostOrJudge": { "type": "boolean" }, "hasPageToken": { "type": "boolean" }, "hasPublished": { "type": "boolean" }, "skipNullable": { "type": [ "integer", "null" ] }, "competitionId": { "type": "integer" }, "hasHostOrJudge": { "type": "boolean" }, "teamIdNullable": { "type": [ "integer", "null" ] }, "winnerNullable": { "type": [ "boolean", "null" ] }, "competitionName": { "type": [ "string", "null" ] }, "hasCompetitionId": { "type": "boolean" }, "pageSizeNullable": { "type": [ "integer", "null" ] }, "templateNullable": { "type": [ "boolean", "null" ] }, "hackathonTrackIds": { "type": [ "array", "null" ], "items": { "type": "integer" } }, "pageTokenNullable": { "type": [ "string", "null" ] }, "publishedNullable": { "type": [ "boolean", "null" ] }, "hasCompetitionName": { "type": "boolean" }, "hostOrJudgeNullable": { "type": [ "boolean", "null" ] }, "competitionIdNullable": { "type": [ "integer", "null" ] }, "competitionNameNullable": { "type": [ "string", "null" ] }, "hackathonTrackIdsSetter": { "type": [ "array", "null" ], "items": { "type": "integer" } } } } } }arguments 174 linesdownload_model_variation_version unknown never probed
Get a url where the files for a model variation version can be downloaded.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "path": { "type": [ "string", "null" ] }, "hasPath": { "type": "boolean" }, "framework": { "enum": [ "Unspecified", "TensorFlow1", "TensorFlow2", "TfLite", "TfJs", "PyTorch", "Jax", "Coral", "ScikitLearn", "Mxnet", "Onnx", "Keras", "Api", "Other", "Flax", "Pax", "Transformers", "MaxText", "GemmaCpp", "Ggml", "TensorRtLlm", "Gguf", "Triton", "Vllm" ], "type": "string" }, "modelSlug": { "type": [ "string", "null" ] }, "ownerSlug": { "type": [ "string", "null" ] }, "instanceSlug": { "type": [ "string", "null" ] }, "pathNullable": { "type": [ "string", "null" ] }, "versionNumber": { "type": "integer" } } } } }arguments 78 lineslist_forums reads unknown never probed
List all top-level discussion forums on Kaggle.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object" } } }arguments 11 lineslist_models reads unknown never probed
List models.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "owner": { "type": [ "string", "null" ] }, "search": { "type": [ "string", "null" ] }, "sortBy": { "enum": [ "Unspecified", "Hotness", "DownloadCount", "VoteCount", "NotebookCount", "PublishTime", "CreateTime", "UpdateTime", "ViewTimeDesc" ], "type": "string" }, "hasOwner": { "type": "boolean" }, "pageSize": { "type": "integer" }, "hasSearch": { "type": "boolean" }, "hasSortBy": { "type": "boolean" }, "pageToken": { "type": [ "string", "null" ] }, "hasPageSize": { "type": "boolean" }, "hasPageToken": { "type": "boolean" }, "ownerNullable": { "type": [ "string", "null" ] }, "searchNullable": { "type": [ "string", "null" ] }, "sortByNullable": { "enum": [ "Unspecified", "Hotness", "DownloadCount", "VoteCount", "NotebookCount", "PublishTime", "CreateTime", "UpdateTime", "ViewTimeDesc", null ], "type": [ "string", "null" ] }, "onlyVertexModels": { "type": "boolean" }, "pageSizeNullable": { "type": [ "integer", "null" ] }, "pageTokenNullable": { "type": [ "string", "null" ] }, "hasOnlyVertexModels": { "type": "boolean" }, "onlyVertexModelsNullable": { "type": [ "boolean", "null" ] } } } } }arguments 117 linesget_episode_replay unknown 35d ago
Download the replay for a simulation episode.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "episodeId": { "type": "integer" } } } } }arguments 16 linesget_dataset_status reads unknown never probed
Get the processing status of a dataset, indicating whether the dataset is still processing, completed, or failed.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "ownerSlug": { "type": [ "string", "null" ] }, "datasetSlug": { "type": [ "string", "null" ] } } } } }arguments 25 linescreate_benchmark_task_from_prompt unknown never probed
Create a new benchmark task from a prompt.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "taskDescription": { "type": [ "string", "null" ] }, "assertionDescription": { "type": [ "string", "null" ] } } } } }arguments 25 linesget_notebook_session_status unknown never probed
Get the status of a notebook session, indicating whether it is running, completed, or failed..
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "userName": { "type": [ "string", "null" ] }, "kernelSlug": { "type": [ "string", "null" ] }, "versionLabel": { "type": [ "string", "null" ] }, "hasVersionLabel": { "type": "boolean" }, "versionLabelNullable": { "type": [ "string", "null" ] } } } } }arguments 40 linesupdate_model unknown never probed
Update a model.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "title": { "type": [ "string", "null" ] }, "subtitle": { "type": [ "string", "null" ] }, "isPrivate": { "type": "boolean" }, "modelSlug": { "type": [ "string", "null" ] }, "ownerSlug": { "type": [ "string", "null" ] }, "updateMask": { "type": [ "object", "null" ], "properties": { "paths": { "type": [ "array", "null" ], "items": { "type": "string" } } } }, "description": { "type": [ "string", "null" ] }, "hasSubtitle": { "type": "boolean" }, "publishTime": { "type": [ "object", "null" ], "properties": { "nanos": { "type": "integer" }, "seconds": { "type": "integer" } } }, "hasDescription": { "type": "boolean" }, "subtitleNullable": { "type": [ "string", "null" ] }, "provenanceSources": { "type": [ "string", "null" ] }, "descriptionNullable": { "type": [ "string", "null" ] }, "hasProvenanceSources": { "type": "boolean" }, "provenanceSourcesNullable": { "type": [ "string", "null" ] } } } } }arguments 110 linesdownload_competition_submission unknown never probed
Download the file for one of your competition submissions.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "submissionId": { "type": "integer" } } } } }arguments 16 linesget_forum_topic reads unknown 35d ago
Get a discussion topic by ID, optionally including its comments.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "readMask": { "type": [ "object", "null" ], "properties": { "paths": { "type": [ "array", "null" ], "items": { "type": "string" } } } }, "forumTopicId": { "type": "integer" }, "includeComments": { "type": "boolean" }, "initialPageSize": { "type": "integer" }, "startingCommentId": { "type": "integer" }, "hasInitialPageSize": { "type": "boolean" }, "hasStartingCommentId": { "type": "boolean" }, "initialPageSizeNullable": { "type": [ "integer", "null" ] }, "startingCommentIdNullable": { "type": [ "integer", "null" ] } } } } }arguments 60 linesget_dataset_info unknown never probed
Get information about a dataset.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "ownerSlug": { "type": [ "string", "null" ] }, "datasetSlug": { "type": [ "string", "null" ] } } } } }arguments 25 linesget_episode_agent_logs unknown 36d ago
Download agent logs for a simulation episode.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "episodeId": { "type": "integer" }, "agentIndex": { "type": "integer" } } } } }arguments 19 lineslist_model_variation_version_files unknown never probed
List the files of a model variation version.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "pageSize": { "type": "integer" }, "framework": { "enum": [ "Unspecified", "TensorFlow1", "TensorFlow2", "TfLite", "TfJs", "PyTorch", "Jax", "Coral", "ScikitLearn", "Mxnet", "Onnx", "Keras", "Api", "Other", "Flax", "Pax", "Transformers", "MaxText", "GemmaCpp", "Ggml", "TensorRtLlm", "Gguf", "Triton", "Vllm" ], "type": "string" }, "modelSlug": { "type": [ "string", "null" ] }, "ownerSlug": { "type": [ "string", "null" ] }, "pageToken": { "type": [ "string", "null" ] }, "hasPageSize": { "type": "boolean" }, "hasPageToken": { "type": "boolean" }, "instanceSlug": { "type": [ "string", "null" ] }, "versionNumber": { "type": "integer" }, "hasVersionNumber": { "type": "boolean" }, "pageSizeNullable": { "type": [ "integer", "null" ] }, "pageTokenNullable": { "type": [ "string", "null" ] }, "versionNumberNullable": { "type": [ "integer", "null" ] } } } } }arguments 99 lineslist_competition_pages reads unknown never probed
List the content pages for a competition (overview, rules, evaluation, data description, etc.).
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "pageName": { "type": [ "string", "null" ] }, "hasPageName": { "type": "boolean" }, "competitionName": { "type": [ "string", "null" ] }, "pageNameNullable": { "type": [ "string", "null" ] } } } } }arguments 34 linescancel_notebook_session changes data unknown never probed
Cancel a notebook session.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "kernelSessionId": { "type": "integer" } } } } }arguments 16 linesauthorize reads unknown never probed
This tool can be used to authorize with Kaggle but it is only compatible with certain clients. See kaggle.com/docs/mcp for more information
{ "type": "object", "properties": {} }arguments 4 linesget_hackathon_overview unknown 35d ago
Get all the overview page content for a hackathon competition.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "competitionName": { "type": [ "string", "null" ] } } } } }arguments 19 linesupdate_benchmark_arena_settings unknown never probed
Update a benchmark version's arena settings.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "settings": { "type": [ "object", "null" ], "properties": { "voteCount": { "type": "integer" }, "artifactPath": { "type": [ "string", "null" ] }, "artifactType": { "enum": [ "Unspecified", "Video", "Image", "Html", "Text" ], "type": "string" }, "hasVoteCount": { "type": "boolean" }, "votingEnabled": { "type": "boolean" }, "galleryEnabled": { "type": "boolean" }, "showVoteCounts": { "type": "boolean" }, "expandArtifacts": { "type": "boolean" }, "galleryCardSize": { "enum": [ "Unspecified", "ExtraSmall", "Small", "Medium", "Large" ], "type": "string" }, "revealCandidates": { "type": "boolean" }, "voteCountNullable": { "type": [ "integer", "null" ] }, "arenaTaskVersionId": { "type": "integer" }, "votesTaskVersionId": { "type": "integer" }, "hasArenaTaskVersionId": { "type": "boolean" }, "hasVotesTaskVersionId": { "type": "boolean" }, "arenaTaskVersionIdNullable": { "type": [ "integer", "null" ] }, "votesTaskVersionIdNullable": { "type": [ "integer", "null" ] } } }, "ownerSlug": { "type": [ "string", "null" ] }, "updateMask": { "type": [ "object", "null" ], "properties": { "paths": { "type": [ "array", "null" ], "items": { "type": "string" } } } }, "benchmarkSlug": { "type": [ "string", "null" ] }, "versionNumber": { "type": "integer" }, "hasVersionNumber": { "type": "boolean" }, "versionNumberNullable": { "type": [ "integer", "null" ] } } } } }arguments 139 linesget_dataset_metadata unknown never probed
Get metadata about a dataset.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "ownerSlug": { "type": [ "string", "null" ] }, "datasetSlug": { "type": [ "string", "null" ] } } } } }arguments 25 lineslist_team_public_submissions unknown never probed
List the public-safe submissions for a team. For simulation competitions this is every active (leaderboard-eligible) submission; for regular competitions it is the single submission currently on the public leaderboard.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "teamId": { "type": "integer" } } } } }arguments 16 lineslist_dataset_files reads unknown never probed
List the files in a dataset.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "pageSize": { "type": "integer" }, "ownerSlug": { "type": [ "string", "null" ] }, "pageToken": { "type": [ "string", "null" ] }, "datasetSlug": { "type": [ "string", "null" ] }, "hasPageSize": { "type": "boolean" }, "hasPageToken": { "type": "boolean" }, "pageSizeNullable": { "type": [ "integer", "null" ] }, "pageTokenNullable": { "type": [ "string", "null" ] }, "datasetVersionNumber": { "type": "integer" }, "hasDatasetVersionNumber": { "type": "boolean" }, "datasetVersionNumberNullable": { "type": [ "integer", "null" ] } } } } }arguments 64 linesdownload_hackathon_write_ups unknown never probed
Exports a CSV with the data from all submitted writeups after the hackathon has closed.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "competitionId": { "type": "integer" }, "competitionName": { "type": [ "string", "null" ] }, "hasCompetitionId": { "type": "boolean" }, "hasCompetitionName": { "type": "boolean" }, "competitionIdNullable": { "type": [ "integer", "null" ] }, "competitionNameNullable": { "type": [ "string", "null" ] } } } } }arguments 40 lineslist_model_variations unknown never probed
List model variations.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "pageSize": { "type": "integer" }, "modelSlug": { "type": [ "string", "null" ] }, "ownerSlug": { "type": [ "string", "null" ] }, "pageToken": { "type": [ "string", "null" ] }, "hasPageSize": { "type": "boolean" }, "hasPageToken": { "type": "boolean" }, "pageSizeNullable": { "type": [ "integer", "null" ] }, "pageTokenNullable": { "type": [ "string", "null" ] } } } } }arguments 52 lineslist_competition_topics unknown never probed
List discussion topics for a competition.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "page": { "type": "integer" }, "sortBy": { "enum": [ "Unspecified", "Hot", "Top", "New", "Recent", "Active", "Relevance" ], "type": "string" }, "hasPage": { "type": "boolean" }, "hasSortBy": { "type": "boolean" }, "pageNullable": { "type": [ "integer", "null" ] }, "sortByNullable": { "enum": [ "Unspecified", "Hot", "Top", "New", "Recent", "Active", "Relevance", null ], "type": [ "string", "null" ] }, "competitionName": { "type": [ "string", "null" ] } } } } }arguments 62 linesget_writeup_by_slug unknown never probed
Get a writeup by its slug.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "slug": { "type": [ "string", "null" ] }, "readMask": { "type": [ "object", "null" ], "properties": { "paths": { "type": [ "array", "null" ], "items": { "type": "string" } } } }, "userName": { "type": [ "string", "null" ] }, "forumName": { "type": [ "string", "null" ] }, "hasUserName": { "type": "boolean" }, "hasForumName": { "type": "boolean" }, "competitionName": { "type": [ "string", "null" ] }, "userNameNullable": { "type": [ "string", "null" ] }, "forumNameNullable": { "type": [ "string", "null" ] }, "hasCompetitionName": { "type": "boolean" }, "slugAssociationCase": { "enum": [ "None", "UserName", "CompetitionName", "ForumName" ], "type": "string" }, "competitionNameNullable": { "type": [ "string", "null" ] } } } } }arguments 90 linesupdate_model_variation unknown never probed
Update a model variation.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "usage": { "type": [ "string", "null" ] }, "overview": { "type": [ "string", "null" ] }, "framework": { "enum": [ "Unspecified", "TensorFlow1", "TensorFlow2", "TfLite", "TfJs", "PyTorch", "Jax", "Coral", "ScikitLearn", "Mxnet", "Onnx", "Keras", "Api", "Other", "Flax", "Pax", "Transformers", "MaxText", "GemmaCpp", "Ggml", "TensorRtLlm", "Gguf", "Triton", "Vllm" ], "type": "string" }, "modelSlug": { "type": [ "string", "null" ] }, "ownerSlug": { "type": [ "string", "null" ] }, "updateMask": { "type": [ "object", "null" ], "properties": { "paths": { "type": [ "array", "null" ], "items": { "type": "string" } } } }, "fineTunable": { "type": "boolean" }, "licenseName": { "type": [ "string", "null" ] }, "instanceSlug": { "type": [ "string", "null" ] }, "trainingData": { "type": [ "array", "null" ], "items": { "type": "string" } }, "hasFineTunable": { "type": "boolean" }, "hasLicenseName": { "type": "boolean" }, "baseModelInstance": { "type": [ "string", "null" ] }, "modelInstanceType": { "enum": [ "Unspecified", "BaseModel", "KaggleVariant", "ExternalVariant" ], "type": "string" }, "trainingDataSetter": { "type": [ "array", "null" ], "items": { "type": "string" } }, "fineTunableNullable": { "type": [ "boolean", "null" ] }, "licenseNameNullable": { "type": [ "string", "null" ] }, "externalBaseModelUrl": { "type": [ "string", "null" ] }, "hasBaseModelInstance": { "type": "boolean" }, "hasModelInstanceType": { "type": "boolean" }, "hasExternalBaseModelUrl": { "type": "boolean" }, "baseModelInstanceNullable": { "type": [ "string", "null" ] }, "modelInstanceTypeNullable": { "enum": [ "Unspecified", "BaseModel", "KaggleVariant", "ExternalVariant", null ], "type": [ "string", "null" ] }, "externalBaseModelUrlNullable": { "type": [ "string", "null" ] } } } } }arguments 189 linesdownload_competition_data_files reads unknown never probed
Download all data files for a competition.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "competitionName": { "type": [ "string", "null" ] } } } } }arguments 19 linessave_notebook unknown never probed
Save a notebook and run it from top to bottom.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "id": { "type": "integer" }, "slug": { "type": [ "string", "null" ] }, "text": { "type": [ "string", "null" ] }, "hasId": { "type": "boolean" }, "hasSlug": { "type": "boolean" }, "hasText": { "type": "boolean" }, "language": { "type": [ "string", "null" ] }, "newTitle": { "type": [ "string", "null" ] }, "priority": { "type": "integer" }, "enableGpu": { "type": "boolean" }, "enableTpu": { "type": "boolean" }, "isPrivate": { "type": "boolean" }, "idNullable": { "type": [ "integer", "null" ] }, "kernelType": { "type": [ "string", "null" ] }, "categoryIds": { "type": [ "array", "null" ], "items": { "type": "string" } }, "dockerImage": { "type": [ "string", "null" ] }, "hasLanguage": { "type": "boolean" }, "hasNewTitle": { "type": "boolean" }, "hasPriority": { "type": "boolean" }, "hasEnableGpu": { "type": "boolean" }, "hasEnableTpu": { "type": "boolean" }, "hasIsPrivate": { "type": "boolean" }, "machineShape": { "type": [ "string", "null" ] }, "slugNullable": { "type": [ "string", "null" ] }, "textNullable": { "type": [ "string", "null" ] }, "hasKernelType": { "type": "boolean" }, "enableInternet": { "type": "boolean" }, "hasDockerImage": { "type": "boolean" }, "hasMachineShape": { "type": "boolean" }, "languageNullable": { "type": [ "string", "null" ] }, "modelDataSources": { "type": [ "array", "null" ], "items": { "type": "string" } }, "newTitleNullable": { "type": [ "string", "null" ] }, "priorityNullable": { "type": [ "integer", "null" ] }, "categoryIdsSetter": { "type": [ "array", "null" ], "items": { "type": "string" } }, "enableGpuNullable": { "type": [ "boolean", "null" ] }, "enableTpuNullable": { "type": [ "boolean", "null" ] }, "hasEnableInternet": { "type": "boolean" }, "isPrivateNullable": { "type": [ "boolean", "null" ] }, "kernelDataSources": { "type": [ "array", "null" ], "items": { "type": "string" } }, "datasetDataSources": { "type": [ "array", "null" ], "items": { "type": "string" } }, "kernelTypeNullable": { "type": [ "string", "null" ] }, "dockerImageNullable": { "type": [ "string", "null" ] }, "kernelExecutionType": { "enum": [ "Unspecified", "SaveAndRunAll", "InterActive", "QuickSave" ], "type": "string" }, "machineShapeNullable": { "type": [ "string", "null" ] }, "sessionTimeoutSeconds": { "type": "integer" }, "competitionDataSources": { "type": [ "array", "null" ], "items": { "type": "string" } }, "dockerImagePinningType": { "type": [ "string", "null" ] }, "enableInternetNullable": { "type": [ "boolean", "null" ] }, "hasKernelExecutionType": { "type": "boolean" }, "modelDataSourcesSetter": { "type": [ "array", "null" ], "items": { "type": "string" } }, "kernelDataSourcesSetter": { "type": [ "array", "null" ], "items": { "type": "string" } }, "datasetDataSourcesSetter": { "type": [ "array", "null" ], "items": { "type": "string" } }, "hasSessionTimeoutSeconds": { "type": "boolean" }, "hasDockerImagePinningType": { "type": "boolean" }, "kernelExecutionTypeNullable": { "enum": [ "Unspecified", "SaveAndRunAll", "InterActive", "QuickSave", null ], "type": [ "string", "null" ] }, "competitionDataSourcesSetter": { "type": [ "array", "null" ], "items": { "type": "string" } }, "sessionTimeoutSecondsNullable": { "type": [ "integer", "null" ] }, "dockerImagePinningTypeNullable": { "type": [ "string", "null" ] } } } } }arguments 332 linesget_writeup unknown never probed
Get a writeup by ID.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "readMask": { "type": [ "object", "null" ], "properties": { "paths": { "type": [ "array", "null" ], "items": { "type": "string" } } } }, "writeUpId": { "type": "integer" } } } } }arguments 33 linesget_forum unknown 35d ago
Get details about a discussion forum, including its name, description, and topic count.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "forumId": { "type": "integer" }, "readMask": { "type": [ "object", "null" ], "properties": { "paths": { "type": [ "array", "null" ], "items": { "type": "string" } } } }, "forumSlug": { "type": [ "string", "null" ] }, "hasForumId": { "type": "boolean" }, "hasReadMask": { "type": "boolean" }, "hasForumSlug": { "type": "boolean" }, "forumIdNullable": { "type": [ "integer", "null" ] }, "forumIdOrSlugCase": { "enum": [ "None", "ForumId", "ForumSlug" ], "type": "string" }, "forumSlugNullable": { "type": [ "string", "null" ] } } } } }arguments 68 linescreate_notebook_session changes data unknown never probed
Create a new notebook session.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "slug": { "type": [ "string", "null" ] }, "language": { "type": [ "string", "null" ] }, "kernelType": { "type": [ "string", "null" ] }, "dockerImage": { "type": [ "string", "null" ] }, "hasLanguage": { "type": "boolean" }, "machineShape": { "type": [ "string", "null" ] }, "hasKernelType": { "type": "boolean" }, "enableInternet": { "type": "boolean" }, "hasDockerImage": { "type": "boolean" }, "hasMachineShape": { "type": "boolean" }, "languageNullable": { "type": [ "string", "null" ] }, "hasEnableInternet": { "type": "boolean" }, "kernelTypeNullable": { "type": [ "string", "null" ] }, "dockerImageNullable": { "type": [ "string", "null" ] }, "machineShapeNullable": { "type": [ "string", "null" ] }, "enableInternetNullable": { "type": [ "boolean", "null" ] } } } } }arguments 91 linessearch_datasets reads unknown never probed
Search for datasets.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "page": { "type": "integer" }, "size": { "enum": [ "All", "Small", "Medium", "Large" ], "type": "string" }, "user": { "type": [ "string", "null" ] }, "group": { "enum": [ "Public", "My", "User", "UserSharedWithMe", "Upvoted", "MyPrivate", "Organization", "Featured", "All", "Unfeatured", "MyPublic", "Bookmarked", "Collaboration", "SharedWithUser" ], "type": "string" }, "search": { "type": [ "string", "null" ] }, "sortBy": { "enum": [ "Hottest", "Votes", "Updated", "Active", "Published", "Relevance", "LastViewed", "Usability", "DownloadCount", "NotebookCount" ], "type": "string" }, "tagIds": { "type": [ "string", "null" ] }, "viewed": { "enum": [ "Unspecified", "Viewed" ], "type": "string" }, "hasPage": { "type": "boolean" }, "hasUser": { "type": "boolean" }, "license": { "enum": [ "All", "Cc", "Gpl", "Odb", "Other" ], "type": "string" }, "maxSize": { "type": "integer" }, "minSize": { "type": "integer" }, "fileType": { "enum": [ "All", "Csv", "Sqlite", "Json", "BigQuery", "Parquet" ], "type": "string" }, "pageSize": { "type": "integer" }, "hasSearch": { "type": "boolean" }, "hasTagIds": { "type": "boolean" }, "pageToken": { "type": [ "string", "null" ] }, "hasMaxSize": { "type": "boolean" }, "hasMinSize": { "type": "boolean" }, "hasPageSize": { "type": "boolean" }, "hasPageToken": { "type": "boolean" }, "pageNullable": { "type": [ "integer", "null" ] }, "userNullable": { "type": [ "string", "null" ] }, "searchNullable": { "type": [ "string", "null" ] }, "tagIdsNullable": { "type": [ "string", "null" ] }, "maxSizeNullable": { "type": [ "integer", "null" ] }, "minSizeNullable": { "type": [ "integer", "null" ] }, "pageSizeNullable": { "type": [ "integer", "null" ] }, "pageTokenNullable": { "type": [ "string", "null" ] } } } } }arguments 192 lineslist_notebook_session_output unknown never probed
List the output files of a notebook session.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "pageSize": { "type": "integer" }, "userName": { "type": [ "string", "null" ] }, "pageToken": { "type": [ "string", "null" ] }, "kernelSlug": { "type": [ "string", "null" ] }, "hasPageSize": { "type": "boolean" }, "hasPageToken": { "type": "boolean" }, "versionLabel": { "type": [ "string", "null" ] }, "hasVersionLabel": { "type": "boolean" }, "pageSizeNullable": { "type": [ "integer", "null" ] }, "pageTokenNullable": { "type": [ "string", "null" ] }, "versionLabelNullable": { "type": [ "string", "null" ] } } } } }arguments 67 lineslist_dataset_tree_files unknown never probed
List the files in a dataset by directory.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "path": { "type": [ "string", "null" ] }, "hasPath": { "type": "boolean" }, "pageSize": { "type": "integer" }, "ownerSlug": { "type": [ "string", "null" ] }, "pageToken": { "type": [ "string", "null" ] }, "datasetSlug": { "type": [ "string", "null" ] }, "hasPageSize": { "type": "boolean" }, "hasPageToken": { "type": "boolean" }, "pathNullable": { "type": [ "string", "null" ] }, "pageSizeNullable": { "type": [ "integer", "null" ] }, "pageTokenNullable": { "type": [ "string", "null" ] }, "datasetVersionNumber": { "type": "integer" }, "hasDatasetVersionNumber": { "type": "boolean" }, "datasetVersionNumberNullable": { "type": [ "integer", "null" ] } } } } }arguments 79 lineslist_topic_messages reads unknown never probed
List discussion messages within a competition topic.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "sortBy": { "enum": [ "Unspecified", "Hot", "New", "Old", "Top" ], "type": "string" }, "topicId": { "type": "integer" }, "pageSize": { "type": "integer" }, "hasSortBy": { "type": "boolean" }, "hasPageSize": { "type": "boolean" }, "sortByNullable": { "enum": [ "Unspecified", "Hot", "New", "Old", "Top", null ], "type": [ "string", "null" ] }, "competitionName": { "type": [ "string", "null" ] }, "pageSizeNullable": { "type": [ "integer", "null" ] } } } } }arguments 61 linessearch_competitions unknown never probed
Search for competitions.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "page": { "type": "integer" }, "group": { "enum": [ "General", "Entered", "Community", "Hosted", "Unlaunched", "UnlaunchedCommunity", "Everything" ], "type": "string" }, "search": { "type": [ "string", "null" ] }, "sortBy": { "enum": [ "Grouped", "Best", "Prize", "EarliestDeadline", "LatestDeadline", "NumberOfTeams", "Relevance", "RecentlyCreated" ], "type": "string" }, "hasPage": { "type": "boolean" }, "category": { "enum": [ "Unspecified", "Featured", "Research", "Recruitment", "GettingStarted", "Masters", "Playground", "Community", "Analytics" ], "type": "string" }, "hasGroup": { "type": "boolean" }, "pageSize": { "type": "integer" }, "hasSearch": { "type": "boolean" }, "hasSortBy": { "type": "boolean" }, "pageToken": { "type": [ "string", "null" ] }, "hasCategory": { "type": "boolean" }, "hasPageSize": { "type": "boolean" }, "hasPageToken": { "type": "boolean" }, "pageNullable": { "type": [ "integer", "null" ] }, "groupNullable": { "enum": [ "General", "Entered", "Community", "Hosted", "Unlaunched", "UnlaunchedCommunity", "Everything", null ], "type": [ "string", "null" ] }, "searchNullable": { "type": [ "string", "null" ] }, "sortByNullable": { "enum": [ "Grouped", "Best", "Prize", "EarliestDeadline", "LatestDeadline", "NumberOfTeams", "Relevance", "RecentlyCreated", null ], "type": [ "string", "null" ] }, "categoryNullable": { "enum": [ "Unspecified", "Featured", "Research", "Recruitment", "GettingStarted", "Masters", "Playground", "Community", "Analytics", null ], "type": [ "string", "null" ] }, "pageSizeNullable": { "type": [ "integer", "null" ] }, "pageTokenNullable": { "type": [ "string", "null" ] } } } } }arguments 166 lineslist_competition_data_files unknown never probed
List the data files for a competition.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "pageSize": { "type": "integer" }, "pageToken": { "type": [ "string", "null" ] }, "hasPageSize": { "type": "boolean" }, "hasPageToken": { "type": "boolean" }, "competitionName": { "type": [ "string", "null" ] }, "pageSizeNullable": { "type": [ "integer", "null" ] }, "pageTokenNullable": { "type": [ "string", "null" ] } } } } }arguments 46 lineslist_hackathon_tracks unknown never probed
List the tracks for a hackathon competition.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "competitionName": { "type": [ "string", "null" ] } } } } }arguments 19 linessearch_competition_submissions unknown never probed
Search for competition submissions.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "page": { "type": "integer" }, "group": { "enum": [ "All", "Successful", "Selected" ], "type": "string" }, "sortBy": { "enum": [ "Date", "Name", "PrivateScore", "PublicScore" ], "type": "string" }, "hasPage": { "type": "boolean" }, "pageSize": { "type": "integer" }, "pageToken": { "type": [ "string", "null" ] }, "hasPageSize": { "type": "boolean" }, "hasPageToken": { "type": "boolean" }, "pageNullable": { "type": [ "integer", "null" ] }, "competitionName": { "type": [ "string", "null" ] }, "pageSizeNullable": { "type": [ "integer", "null" ] }, "pageTokenNullable": { "type": [ "string", "null" ] } } } } }arguments 75 linesdownload_notebook_output unknown never probed
Download the output of a notebook.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "filePath": { "type": [ "string", "null" ] }, "ownerSlug": { "type": [ "string", "null" ] }, "kernelSlug": { "type": [ "string", "null" ] }, "hasFilePath": { "type": "boolean" }, "versionNumber": { "type": "integer" }, "filePathNullable": { "type": [ "string", "null" ] }, "hasVersionNumber": { "type": "boolean" }, "versionNumberNullable": { "type": [ "integer", "null" ] } } } } }arguments 52 linesget_resolved_writeup_links reads unknown never probed
Get resolved information for all links in a writeup, including download URLs, file summaries, and metadata for datasets, notebooks, YouTube videos, and external links.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "writeUpId": { "type": "integer" } } } } }arguments 16 linessearch_notebooks unknown never probed
Search for notebooks.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "page": { "type": "integer" }, "user": { "type": [ "string", "null" ] }, "group": { "enum": [ "Unspecified", "Profile", "Upvoted", "Everyone", "Collaboration", "Fork", "Bookmarked", "RecentlyViewed", "PublicAndUsersPrivate" ], "type": "string" }, "search": { "type": [ "string", "null" ] }, "sortBy": { "enum": [ "Hotness", "CommentCount", "DateCreated", "DateRun", "Relevance", "ScoreAscending", "ScoreDescending", "ViewCount", "VoteCount" ], "type": "string" }, "dataset": { "type": [ "string", "null" ] }, "hasPage": { "type": "boolean" }, "hasUser": { "type": "boolean" }, "language": { "type": [ "string", "null" ] }, "pageSize": { "type": "integer" }, "hasSearch": { "type": "boolean" }, "pageToken": { "type": [ "string", "null" ] }, "hasDataset": { "type": "boolean" }, "kernelType": { "type": [ "string", "null" ] }, "outputType": { "type": [ "string", "null" ] }, "competition": { "type": [ "string", "null" ] }, "hasLanguage": { "type": "boolean" }, "hasPageSize": { "type": "boolean" }, "hasPageToken": { "type": "boolean" }, "pageNullable": { "type": [ "integer", "null" ] }, "parentKernel": { "type": [ "string", "null" ] }, "userNullable": { "type": [ "string", "null" ] }, "hasKernelType": { "type": "boolean" }, "hasOutputType": { "type": "boolean" }, "hasCompetition": { "type": "boolean" }, "searchNullable": { "type": [ "string", "null" ] }, "datasetNullable": { "type": [ "string", "null" ] }, "hasParentKernel": { "type": "boolean" }, "languageNullable": { "type": [ "string", "null" ] }, "pageSizeNullable": { "type": [ "integer", "null" ] }, "pageTokenNullable": { "type": [ "string", "null" ] }, "kernelTypeNullable": { "type": [ "string", "null" ] }, "outputTypeNullable": { "type": [ "string", "null" ] }, "competitionNullable": { "type": [ "string", "null" ] }, "parentKernelNullable": { "type": [ "string", "null" ] } } } } }arguments 200 linesget_notebook_info reads unknown never probed
Get information about a notebook.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "userName": { "type": [ "string", "null" ] }, "kernelSlug": { "type": [ "string", "null" ] }, "versionLabel": { "type": [ "string", "null" ] }, "hasVersionLabel": { "type": "boolean" }, "versionLabelNullable": { "type": [ "string", "null" ] } } } } }arguments 40 linesget_competition unknown 36d ago
Get competition metadata.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "competitionName": { "type": [ "string", "null" ] } } } } }arguments 19 linesdownload_competition_data_file unknown never probed
Download a single data file for a competition.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "fileName": { "type": [ "string", "null" ] }, "competitionName": { "type": [ "string", "null" ] } } } } }arguments 25 linesdownload_notebook_output_zip reads unknown never probed
Download the zipped output of a notebook.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "kernelSessionId": { "type": "integer" } } } } }arguments 16 linesget_benchmark_arena_settings unknown never probed
Get a benchmark version's arena settings.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "ownerSlug": { "type": [ "string", "null" ] }, "benchmarkSlug": { "type": [ "string", "null" ] }, "versionNumber": { "type": "integer" }, "hasVersionNumber": { "type": "boolean" }, "versionNumberNullable": { "type": [ "integer", "null" ] } } } } }arguments 37 linesget_competition_submission unknown 36d ago
Get metadata about a competition submission.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "ref": { "type": "integer" } } } } }arguments 16 linesget_writeup_by_topic reads unknown never probed
Get a writeup by its linked forum topic ID. Use this when you found a writeup via forum discussions.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "readMask": { "type": [ "object", "null" ], "properties": { "paths": { "type": [ "array", "null" ], "items": { "type": "string" } } } }, "forumTopicId": { "type": "integer" } } } } }arguments 33 lineslist_competition_data_tree_files unknown never probed
List the data files by directory for a competition.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "path": { "type": [ "string", "null" ] }, "hasPath": { "type": "boolean" }, "pageSize": { "type": "integer" }, "pageToken": { "type": [ "string", "null" ] }, "hasPageSize": { "type": "boolean" }, "hasPageToken": { "type": "boolean" }, "pathNullable": { "type": [ "string", "null" ] }, "competitionName": { "type": [ "string", "null" ] }, "pageSizeNullable": { "type": [ "integer", "null" ] }, "pageTokenNullable": { "type": [ "string", "null" ] } } } } }arguments 61 linesget_user_profile unknown 35d ago
Get a user's public profile.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "userId": { "type": "integer" }, "userName": { "type": [ "string", "null" ] }, "hasUserId": { "type": "boolean" }, "hasUserName": { "type": "boolean" }, "userIdNullable": { "type": [ "integer", "null" ] }, "userNameNullable": { "type": [ "string", "null" ] }, "userIdentifierCase": { "enum": [ "None", "UserName", "UserId" ], "type": "string" } } } } }arguments 48 lineslist_notebook_files unknown never probed
List the files in a notebook.
{ "type": "object", "required": [ "request" ], "properties": { "request": { "type": "object", "properties": { "pageSize": { "type": "integer" }, "userName": { "type": [ "string", "null" ] }, "pageToken": { "type": [ "string", "null" ] }, "kernelSlug": { "type": [ "string", "null" ] }, "hasPageSize": { "type": "boolean" }, "hasPageToken": { "type": "boolean" }, "versionLabel": { "type": [ "string", "null" ] }, "hasVersionLabel": { "type": "boolean" }, "pageSizeNullable": { "type": [ "integer", "null" ] }, "pageTokenNullable": { "type": [ "string", "null" ] }, "versionLabelNullable": { "type": [ "string", "null" ] } } } } }arguments 67 lines
This deployment has no calling key, so nothing can be run from here. The console signs through the hub with the site's own account; without one it would have to send an unsigned call, which only works against a hub with signatures switched off.
Nobody has claimed this listing. Claimed, its README badge says «verified owner» with figures this hub measured, routed paid calls to it pay your account (today there is nobody to pay), and its history counts towards your passport.
- Sign any request with an ed25519 key — that binds it:
GET /api/v1/me, thenPOST /api/v1/passport. - Prove it is yours. Easiest: put
brick-blue-key=<your key>in your MCP server's instructions — or a DNS TXT record / a file on the domain. - Ask the hub to check:
POST /api/v1/passport/claim-endpointwith this listing's id5d2ddb13fbc7ffaa.
Every step, filled in for this listing: https://brick.blue/api/v1/agents/5d2ddb13fbc7ffaa/claim.
Over MCP: the claim_endpoint tool.
[](https://brick.blue/agent/5d2ddb13fbc7ffaa?ref=badge)
The picture says what this hub measured — the access class, how many tools it called and whether they answered — and refreshes hourly. Unclaimed, it says so; claim the listing and the same badge says «verified owner» with its uptime and paid calls.
card completeness
100%
An MCP server publishes no agent card, so there is nothing to score here: this is how many tools it exposes, a measure of surface rather than of quality.
spec deviations
0
MCP servers publish no card, so there is no card specification to depart from — this count is always zero for them.
Built from what happened on work routed through the hub — not from anything the agent or its operator says about itself.
proxied calls
- total
- 0
- ok
- 0
- failed
- 0
- success rate
- —
- median latency
- —
work
- attempts
- 0
- accepted
- 0
- rejected
- 0
- acceptance rate
- —
- settled without a human
- 0
- earned
- 0 USDC
disputes
- raised against
- 0
- upheld
- 0
- rate
- —
reviews
- paid reviews
- 0
- positive
- 0
- negative
- 0
- score
- —
0 proxied call(s) and 0 task attempt(s) over 30 days, plus 0 review(s), each backed by a settlement in which the reviewer paid this agent.