Rank
70
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
Search movie and TV show scenes by dialog, time, or visual description. Download video clips, extract frames, find quotes, identify movies from quotes, and query IMDB data. Use when the user wants to find a specific scene, download a clip, search for a quote in a movie/show, extract a frame, or get movie information via the find-scene API. --- name: find-scene description: Search movie and TV show scenes by dialog, time, or visual description. Download video clips, extract frames, find quotes, identify movies from quotes, and query IMDB data. Use when the user wants to find a specific scene, download a clip, search for a quote in a movie/show, extract a frame, or get movie information via the find-scene API. --- find-scene API Skill Search and download Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Freshness
Last checked 2/25/2026
Best For
find-scene-skill is best for include workflows where OpenClaw compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, GITHUB REPOS, runtime-metrics, public facts pack
Search movie and TV show scenes by dialog, time, or visual description. Download video clips, extract frames, find quotes, identify movies from quotes, and query IMDB data. Use when the user wants to find a specific scene, download a clip, search for a quote in a movie/show, extract a frame, or get movie information via the find-scene API. --- name: find-scene description: Search movie and TV show scenes by dialog, time, or visual description. Download video clips, extract frames, find quotes, identify movies from quotes, and query IMDB data. Use when the user wants to find a specific scene, download a clip, search for a quote in a movie/show, extract a frame, or get movie information via the find-scene API. --- find-scene API Skill Search and download
Public facts
4
Change events
1
Artifacts
0
Freshness
Feb 25, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Feb 25, 2026
Vendor
Uriva
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Setup snapshot
Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Uriva
Protocol compatibility
OpenClaw
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
6
Snippets
0
Languages
typescript
json
{ "_token": "user-api-token", ...other fields }text
https://api.find-scene.com
text
1. quote_to_movie -> identify which movie contains the quote 2. get_best_video_source -> get videoHash for that movie 3. get_text_source -> get textSource hash 4. search_phrase -> find exact timestamp of the quote 5. download_by_time -> schedule clip download (returns operation ID) 6. GET /api/operation/id -> poll until completed, get download URL
text
1. get_best_video_source -> get videoHash 2. download_by_time -> schedule download with start/end times 3. GET /api/operation/id -> poll until completed
text
1. find_by_scene_description -> search by what happens visually 2. get_best_video_source -> get videoHash for the match 3. download_by_time -> download the scene 4. GET /api/operation/id -> poll until completed
text
1. find_episode_by_phrase -> find season/episode for a phrase 2. get_best_video_source -> get videoHash with season/episode 3. get_text_source -> get textSource 4. search_phrase -> get exact timestamp 5. download_by_time -> download clip 6. GET /api/operation/id -> poll until completed
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB REPOS
Editorial quality
ready
Search movie and TV show scenes by dialog, time, or visual description. Download video clips, extract frames, find quotes, identify movies from quotes, and query IMDB data. Use when the user wants to find a specific scene, download a clip, search for a quote in a movie/show, extract a frame, or get movie information via the find-scene API. --- name: find-scene description: Search movie and TV show scenes by dialog, time, or visual description. Download video clips, extract frames, find quotes, identify movies from quotes, and query IMDB data. Use when the user wants to find a specific scene, download a clip, search for a quote in a movie/show, extract a frame, or get movie information via the find-scene API. --- find-scene API Skill Search and download
Search and download movie/TV show scenes by dialog, time, or visual description.
Every API request requires a _token field in the JSON body.
{ "_token": "user-api-token", ...other fields }
_token in every API request bodyTo revoke a token, ask the bot to "revoke my API token".
https://api.find-scene.com
All endpoints are POST with Content-Type: application/json, except GET /api/operation/{id}.
All successful responses are wrapped in { "result": <structured object> }. Each endpoint returns a typed JSON object (not a plain string). Error responses use { "error": "message" } at the top level (HTTP 4xx/5xx) or { "result": { "error": "message" } } for domain-level errors within a 200 response.
An internal find-scene ID for a video file. Obtained from get_best_video_source. This is NOT an IMDB ID or filename. Required for downloads, frame extraction, and high-accuracy text source lookups.
An internal find-scene ID for a subtitle/text file. Obtained from get_text_source or get_high_accuracy_text_source. Required for phrase search and subtitle retrieval. NOT a filename or IMDB ID.
download_by_time and extract_frame return an operation ID (not a download URL). You must poll GET /api/operation/{id} until status is completed, then use the url field from the response.
Statuses: in_progress, completed, failed, cancelled
Many endpoints accept a video query object with these optional fields:
| Field | Type | Description |
|-------|------|-------------|
| movieOrTVShowName | string/null | Movie or TV show name |
| dubbed | string/null | Dubbing language code, e.g. "en", "de", "pt-br" |
| animated | boolean/null | Is the video animated |
| blackAndWhite | boolean/null | Is the video black and white |
| year | number/null | Year (for distinguishing remakes) |
| isSeries | boolean/null | User explicitly said it's a series |
| season | number/null | Season number (series only) |
| episode | number/null | Episode number (series only) |
All time parameters use HH:MM:SS format, e.g. "00:01:30".
Used by download_by_time and extract_frame:
| Field | Type | Default | Description |
|-------|------|---------|-------------|
| removeWatermark | boolean | false | Pro users only |
| gif | boolean | false | Only if user explicitly asked for GIF |
| mobile | boolean | false | Crop to mobile format. Only if user asked |
1. quote_to_movie -> identify which movie contains the quote
2. get_best_video_source -> get videoHash for that movie
3. get_text_source -> get textSource hash
4. search_phrase -> find exact timestamp of the quote
5. download_by_time -> schedule clip download (returns operation ID)
6. GET /api/operation/id -> poll until completed, get download URL
1. get_best_video_source -> get videoHash
2. download_by_time -> schedule download with start/end times
3. GET /api/operation/id -> poll until completed
1. find_by_scene_description -> search by what happens visually
2. get_best_video_source -> get videoHash for the match
3. download_by_time -> download the scene
4. GET /api/operation/id -> poll until completed
1. find_episode_by_phrase -> find season/episode for a phrase
2. get_best_video_source -> get videoHash with season/episode
3. get_text_source -> get textSource
4. search_phrase -> get exact timestamp
5. download_by_time -> download clip
6. GET /api/operation/id -> poll until completed
1. get_best_video_source -> get videoHash
2. extract_frame -> schedule frame extraction (returns operation ID)
3. GET /api/operation/id -> poll until completed, get image URL
POST /api/get_best_video_sourceGet the best video source for a movie or TV show.
{
"_token": "...",
"query": {
"movieOrTVShowName": "The Matrix",
"year": 1999
},
"timeoutSeconds": 60
}
query (required): Video query object (see above)timeoutSeconds (optional): Max wait time. Default 60. Do not manually convert minutes to seconds.{ "result": { "sources": ["videoHash1", ...], "error": "..." } } — sources is always present; error is optionalPOST /api/get_text_sourceGet a text/subtitle source hash by movie details. Less accurate timing than get_high_accuracy_text_source.
{
"_token": "...",
"query": { "movieOrTVShowName": "The Matrix" },
"language": "en",
"minDuration": 3600
}
query (required): Video query objectlanguage (optional): Subtitle language, e.g. "en", "pt-br", "de"minDuration (optional): Minimum subtitle file duration in seconds{ "result": { "textSources": ["hash1", ...] } } or { "result": { "error": "..." } }POST /api/get_high_accuracy_text_sourceGet a text source with accurate timing. Requires a videoHash from get_best_video_source.
{
"_token": "...",
"query": { "movieOrTVShowName": "The Matrix" },
"videoHash": "abc123...",
"language": "en"
}
query (required): Video query objectvideoHash (required): From get_best_video_sourcelanguage (optional): Subtitle language{ "result": { "textSources": ["hash1", ...] } } or { "result": { "error": "..." } }POST /api/search_phraseSearch for a phrase/quote in a text source's subtitles.
{
"_token": "...",
"textSource": "textSourceHash",
"phraseSearchParams": {
"phraseStart": "I know kung fu",
"phraseEnd": "",
"nSkip": 0,
"maxOccurrences": 1
}
}
textSource (required): Text source hashphraseSearchParams.phraseStart (required): The phrase to search. Do not include speaker names. For long text, split using phraseEnd.phraseSearchParams.phraseEnd (optional): End of phrase if splitphraseSearchParams.nSkip (required): Results to skip (default 0)phraseSearchParams.maxOccurrences (required): Max results (default 1){ "result": { "occurrences": [{ "time": "HH:MM:SS", "rangeStart": "HH:MM:SS", "rangeEnd": "HH:MM:SS", "srt": "subtitle text" }, ...] } } or { "result": { "error": "..." } }POST /api/get_srt_entries_around_phraseGet subtitle entries in a time window around a phrase occurrence.
{
"_token": "...",
"textSource": "textSourceHash",
"phrase": "I know kung fu",
"limit": 1,
"skip": 0,
"secondsBefore": 5,
"secondsAfter": 5
}
All fields are required.
search_phrase — { "result": { "occurrences": [...] } } or { "result": { "error": "..." } }POST /api/get_srt_entries_by_time_rangeGet subtitle entries for a video within a time range.
{
"_token": "...",
"videoQuery": { "movieOrTVShowName": "The Matrix" },
"startTime": "00:30:00",
"endTime": "00:31:00",
"subsLanguage": "en"
}
videoQuery (required): Video query objectstartTime, endTime (required): Time range in HH:MM:SSsubsLanguage (optional): Subtitle language{ "result": { "srt": "subtitle text" } } or { "result": { "error": "..." } }POST /api/download_by_timeSchedule a video clip download. Returns an operation ID, NOT a URL.
{
"_token": "...",
"videoHash": "abc123...",
"startTime": "00:30:00",
"endTime": "00:30:15",
"textSource": "textSourceHash",
"srtOffset": 0,
"displayParams": {
"removeWatermark": false,
"gif": false,
"mobile": false
}
}
videoHash (required): From get_best_video_sourcestartTime, endTime (required): Clip bounds in HH:MM:SSdisplayParams (required): See display params object abovetextSource (optional): To burn subtitles into the clipsrtOffset (optional): Subtitle time correction offset{ "result": { "operationId": "..." } } or { "result": { "error": "..." } } — you MUST poll the operationIdPOST /api/extract_frameExtract a single frame/screenshot from a video. Returns an operation ID.
{
"_token": "...",
"videoHash": "abc123...",
"time": "00:30:05",
"textSource": "textSourceHash",
"overrideTextTop": "TOP TEXT",
"overrideTextBottom": "BOTTOM TEXT",
"displayParams": {
"removeWatermark": false,
"gif": false,
"mobile": false
}
}
videoHash (required): From get_best_video_sourcetime (required): Frame time in HH:MM:SStextSource (optional): Overlay subtitles on frameoverrideTextTop, overrideTextBottom (optional): Custom text overlay (meme mode)displayParams (optional): See display params object{ "result": { "operationId": "..." } } or { "result": { "error": "..." } } — you MUST poll the operationIdPOST /api/cancel_operationCancel a stuck async operation.
{ "_token": "...", "id": "operation-id" }
{ "result": { "cancelled": true, "operationId": "..." } } or { "result": { "cancelled": false, "reason": "..." } }GET /api/operation/{id}Poll the status of an async operation. No request body. No auth token needed in query (it was provided when creating the operation).
Response:
{
"status": "completed",
"progress": 100,
"result": "...",
"url": "https://signed-download-url..."
}
Polling strategy: Wait 2-3 seconds between polls. Typical downloads complete in 10-30 seconds. Give up after ~2 minutes.
POST /api/query_imdbGet movie/show information from IMDB.
{
"_token": "...",
"title": "The Matrix",
"year": 1999,
"imdbId": "tt0133093",
"season": 1,
"episode": 1
}
title (required): Movie/show title{ "result": { "name": "...", "imdb": "tt...", "year": 1999, "season": 1, "episode": 1, ... } } — movie metadata object with available IMDB fieldsPOST /api/is_string_a_movie_nameCheck if a string is a movie/show name.
{ "_token": "...", "string": "The Matrix" }
{ "result": { "isMovieName": true } } or { "result": { "isMovieName": false } }POST /api/quote_to_movieIdentify which movie a quote is from.
{ "_token": "...", "quote": "I know kung fu" }
{ "result": { "candidates": ["Movie Name 1", "Movie Name 2", ...] } }POST /api/popular_quotes_from_titleGet popular quotes from a movie or TV show.
{
"_token": "...",
"name": "The Matrix",
"limit": 10,
"imdb": "tt0133093"
}
name (required): Movie/show namelimit (required): Max number of quotesimdb (optional): IMDB ID{ "result": { "quotes": ["quote 1", "quote 2", ...] } }POST /api/compute_running_timeGet running time of a movie/show.
{ "_token": "...", "imdbId": "tt0133093" }
{ "result": { "runtimeSeconds": 8160 } } or { "result": { "runtimeSeconds": null } } if not foundPOST /api/find_episode_by_phraseFind which episode of a TV series contains a phrase.
{
"_token": "...",
"phrase": "We were on a break",
"videoQuery": {
"name": "Friends",
"season": 3
},
"season": 3,
"limit": 5
}
phrase (required): The phrase to searchvideoQuery (required): Must include name. Can include imdb, season, episode, year, seasonEnd, episodeEnd, dubbed, animated, blackAndWhiteseason (optional): Limit search to specific seasonlimit (optional): Max results{ "result": { "episodes": [{ "season": 3, "episode": 15, "context": ["surrounding subtitle lines", ...] }, ...] } }POST /api/find_by_scene_descriptionSearch for a scene by visual description (not dialog).
{
"_token": "...",
"description": "Neo dodges bullets on a rooftop",
"video": { "movieOrTVShowName": "The Matrix" },
"nResults": 3,
"nSkip": 0,
"scoreThreshold": 0.4
}
description (required): What happens in the scene visually. Do NOT include the movie name here.video (optional): Video query object to narrow search to a specific titlenResults (required): Number of results to returnnSkip (optional): Skip results (for pagination / "show me another")scoreThreshold (optional): Minimum similarity score 0-1. Use ~0.6 for specific scenes, ~0.3 for vague descriptions.{ "result": { "results": [{ "query": { "movieOrTVShowName": "...", ... }, "time": "HH:MM:SS", "score": 0.85 }, ...], "warning": "..." } } or { "result": { "error": "..." } }POST /api/request_indexing_for_scene_descriptionRequest that a movie/show be indexed for scene description search. Use when find_by_scene_description returns no results for a known title.
{
"_token": "...",
"video": {
"name": "The Matrix",
"season": 1,
"episode": 1
}
}
video.name (required): Movie/show nameimdb, season, episode, year, seasonEnd, episodeEnd, dubbed, animated, blackAndWhite{ "result": { "requested": true } }POST /api/check_quotaCheck remaining search credits for the current month.
{ "_token": "..." }
{ "result": { "creditsRemaining": 42 } }_tokenget_high_accuracy_text_source (with videoHash) over get_text_source when you have a video source, for better subtitle timing alignment.download_by_time and extract_frame results are operation IDs. Never return these to the user as download links. Always poll until you get the actual URL.find_episode_by_phrase first to identify the episode before searching within it.find_by_scene_description endpoint requires the video to have been indexed. If it returns no results, use request_indexing_for_scene_description and try again later.https://api.find-scene.com/api/openapi.json for machine-readable schema details.Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://xpersona.co/api/v1/agents/uriva-find-scene-skill/snapshot"
curl -s "https://xpersona.co/api/v1/agents/uriva-find-scene-skill/contract"
curl -s "https://xpersona.co/api/v1/agents/uriva-find-scene-skill/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Do not use if
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
Rank
70
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
Traction
No public download signal
Freshness
Updated 2d ago
Rank
70
AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs
Traction
No public download signal
Freshness
Updated 5d ago
Rank
70
Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!
Traction
No public download signal
Freshness
Updated 6d ago
Rank
70
The Frontend for Agents & Generative UI. React + Angular
Traction
No public download signal
Freshness
Updated 23d ago
Contract JSON
{
"contractStatus": "missing",
"authModes": [],
"requires": [],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": null,
"outputSchemaRef": null,
"dataRegion": null,
"contractUpdatedAt": null,
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/uriva-find-scene-skill/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/uriva-find-scene-skill/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/uriva-find-scene-skill/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/uriva-find-scene-skill/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/uriva-find-scene-skill/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/uriva-find-scene-skill/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_REPOS",
"generatedAt": "2026-04-16T23:38:34.265Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [
{
"key": "OPENCLEW",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
},
{
"key": "include",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:include|supported|profile"
}Facts JSON
[
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Uriva",
"href": "https://github.com/uriva/find-scene-skill",
"sourceUrl": "https://github.com/uriva/find-scene-skill",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T04:02:30.065Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://xpersona.co/api/v1/agents/uriva-find-scene-skill/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/uriva-find-scene-skill/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-25T04:02:30.065Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/uriva-find-scene-skill/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/uriva-find-scene-skill/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub · GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]Sponsored
Ads related to find-scene-skill and adjacent AI workflows.