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Data sources

Start with the source. Know its limits.

Explore the documented catalogue and the workflows already implemented. Task verification, execution access and current availability are separate facts.

Source readiness below describes the offline review environment. Current live health has not been checked.

3 matching sources. Search only filters this local directory.

Xiaohongshu (RedNote)

Limited workflow; see its supported scope
Collection
Notes search, note detail, comments/replies, users, trending notes and topic notes.
Review environment: offline test only
Valid source authorization required
Research
Research consumes a separately confirmed saved snapshot; source collection does not imply model or research readiness.
Review environment: offline test only
Valid source authorization required
Repeated observation
Ongoing monitoring needs separate scheduling, historical snapshots and execution authorization.
Review environment: not open for execution
Valid source authorization required
Fields, verification and access

Fields and required parameters depend on the selected operation. Missing values remain unknown; original JSON and provenance are retained.

The catalogue path performs one explicit request without automatic pagination. Generic material is limited to 200 projected records and 8,000 analysis characters per record; the archive has a 5 MB response ceiling.

Valid source authorization and an approved execution environment are required. This review does not check credentials, current reachability or usage allowance.

The normalized shortcut accepts at most three inputs, one first-page request each, and up to 600 delivered records. It does not collect accounts, resolve short links, or guarantee the number returned.

This offline review host accepts only one Xiaohongshu keyword for posts, with at most 20 delivered test records. Other preparation presets do not unlock execution here.

The normalized shortcut separates keyword posts, canonical-note detail and first-page comments. Expanded search and both detail operations failed in the historical catalogue checks.

Only the bounded Xiaohongshu offline report flow was exercised in FE-V1. No live model or translation is authorized, and other source-specific research is unverified here.

Catalogue collection and comparison samples do not prove that scheduled monitoring or notifications are running.

Catalogue snapshot only; an operation being listed is not a completed task or a live-health check.

Historical record: 2026-09-12T06:55:05.476Z

Historical observations: 9 non-empty, 0 empty and 3 failed; 0 schema mismatches. A returned sample does not verify every input, pagination, current health or stability.

Historical record: 2026-09-13T02:01:33.624Z

The adapter exists in the current source tree. Its presence does not establish live authorization or availability.

No public task verification date available

No reviewed stability claim. Historic results do not establish current health.

View the existing tool workflow

Douyin

Limited workflow; see its supported scope
Collection
Video and image-post search, video/user detail, user videos, comments/replies and trending content.
Review environment: not open for execution
Valid source authorization required
Research
Research consumes a separately confirmed saved snapshot; source collection does not imply model or research readiness.
Review environment: not open for execution
Valid source authorization required
Repeated observation
Ongoing monitoring needs separate scheduling, historical snapshots and execution authorization.
Review environment: not open for execution
Valid source authorization required
Fields, verification and access

Fields and required parameters depend on the selected operation. Missing values remain unknown; original JSON and provenance are retained.

The catalogue path performs one explicit request without automatic pagination. Generic material is limited to 200 projected records and 8,000 analysis characters per record; the archive has a 5 MB response ceiling.

Valid source authorization and an approved execution environment are required. This review does not check credentials, current reachability or usage allowance.

The normalized shortcut accepts at most three inputs, one first-page request each, and up to 600 delivered records. It does not collect accounts, resolve short links, or guarantee the number returned.

This offline review host accepts only one Xiaohongshu keyword for posts, with at most 20 delivered test records. Other preparation presets do not unlock execution here.

The normalized shortcut separates keyword posts, canonical-video detail and first-page comments. Historical video/user search and user-video listing failed; available metadata is not video transcription.

Only the bounded Xiaohongshu offline report flow was exercised in FE-V1. No live model or translation is authorized, and other source-specific research is unverified here.

Catalogue collection and comparison samples do not prove that scheduled monitoring or notifications are running.

Catalogue snapshot only; an operation being listed is not a completed task or a live-health check.

Historical record: 2026-09-12T06:55:05.476Z

Historical observations: 6 non-empty, 0 empty and 3 failed; 0 schema mismatches. A returned sample does not verify every input, pagination, current health or stability.

Historical record: 2026-09-13T02:02:02.553Z

The adapter exists in the current source tree. Its presence does not establish live authorization or availability.

No public task verification date available

No reviewed stability claim. Historic results do not establish current health.

View the existing tool workflow

TikTok

Listed in the catalogue; task verification pending
Collection
Post/user search, post/user detail, user posts and post comments.
Review environment: not open for execution
Valid source authorization required
Research
Research consumes a separately confirmed saved snapshot; source collection does not imply model or research readiness.
Review environment: not open for execution
Valid source authorization required
Repeated observation
Ongoing monitoring needs separate scheduling, historical snapshots and execution authorization.
Review environment: not open for execution
Valid source authorization required
Fields, verification and access

Fields and required parameters depend on the selected operation. Missing values remain unknown; original JSON and provenance are retained.

The catalogue path performs one explicit request without automatic pagination. Generic material is limited to 200 projected records and 8,000 analysis characters per record; the archive has a 5 MB response ceiling.

Valid source authorization and an approved execution environment are required. This review does not check credentials, current reachability or usage allowance.

The existing API catalogue is not a normalized live keyword shortcut. The three-platform CAPABILITIES entry is a synthetic demo contract; historical user search failed.

Only the bounded Xiaohongshu offline report flow was exercised in FE-V1. No live model or translation is authorized, and other source-specific research is unverified here.

Catalogue collection and comparison samples do not prove that scheduled monitoring or notifications are running.

Catalogue snapshot only; an operation being listed is not a completed task or a live-health check.

Historical record: 2026-09-12T06:55:05.476Z

Historical observations: 5 non-empty, 0 empty and 1 failed; 0 schema mismatches. A returned sample does not verify every input, pagination, current health or stability.

Historical record: 2026-09-13T01:59:14.986Z

No reviewed stability claim. Historic results do not establish current health.

Original catalogue (not open in this review) View the existing tool workflow

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