"YouTube fashion content finder for trends and style guides" matching MCP tools:

• trend_pulse

  hooklayer

  Surface what is actually peaking in short-form video right now for a niche. Returns 3 rising opportunities (format/hook/style/topic) with growth rates, per-entry signal_strength (0-1), sources[] (Google Trends + YouTube velocity + Reddit hot + internal corpus), signal_window, plus 2 saturated patterns to avoid AND top-level provenance with cache_age_hours and cache_status. USE WHEN the user asks "what should I post about", "what's trending in [niche]", or before generating content for the first time. Pairs after analyze_account to validate a creator's formula against current trends. Costs 1 credit. 12-hour cache per niche. TOOL HEALTH: Every response includes a `quality: { level: "full" | "partial" | "degraded", reason?: string }` field. If quality.level is "partial" or "degraded", you MUST flag this to the user explicitly in chat ("Heads up — this call returned partial data: <reason>") before reporting any results. Never silently route around a degraded response. REPORTING: When you summarize this in chat, you MUST cite the data_sources array verbatim and surface cache_status (fresh|stale) — the user needs to know if they're looking at live data. For each rising/saturated entry, surface the growth percentage AND the signal_window verbatim. Never round growth percentages: if the response says "+178.4%", report "+178.4%" — never "+180%".

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• page.create

  Create Web Page

  Create a hosted link-in-bio page draft from a style preset. Provide title, displayName, and a preset (or 'auto' to infer from businessType/style). The page starts with empty placeholder blocks for you to fill in via block.update — do not invent content. This tool intentionally creates a draft only and does not return a publish action. After calling it, stop and show the preview URL. Do not call page.publish in the same turn unless the user's current message explicitly asks to publish, make the page live, or get a public share link. Anonymous demo pages expire unless claimed.

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• list_namespaces

  redm-mcp

  Orient yourself: list available doc categories and their namespaces. Use once at session start (or when unsure) before applying a `category=` / `namespace=` filter to `browse` / `semantic_search`. NOT a content search. Categories: `natives` (PLAYER, ENTITY, VEHICLE, …), `vorp`, `rsgcore`, `oxmysql`, `discoveries` (AI, weapons, peds, animations, clothes, objects, …), `jo_libs` (menu, notification, callback, framework-bridge, …, dev_resources, redm_scripts), `guides`, `learnings`.

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• list_namespaces

  RedM Mcp

  Orient yourself: list available doc categories and their namespaces. Use once at session start (or when unsure) before applying a `category=` / `namespace=` filter to `browse` / `semantic_search`. NOT a content search. Categories: `natives` (PLAYER, ENTITY, VEHICLE, …), `vorp`, `rsgcore`, `oxmysql`, `discoveries` (AI, weapons, peds, animations, clothes, objects, …), `jo_libs` (menu, notification, callback, framework-bridge, …, dev_resources, redm_scripts), `guides`, `learnings`.

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• transcribe_chapterize_media

  mcp-knowledge

  Transcription and chapterization of long-form media (YouTube, podcasts, direct audio/video) for content marketing teams, podcast publishers, edu tech, journalists and accessibility/compliance. Pipeline: • YouTube → timedtext captions (keyless) + oEmbed metadata + native timecode chapters from description • Podcast RSS → episode description + duration + timecodes if embedded in show notes • Direct media → partial (requires Whisper API via OPENAI_API_KEY + force_whisper:true) • Chapters: native YouTube timecodes preferred; heuristic TF-IDF segmentation as fallback • Summary: extractive TF-IDF top-sentences (no LLM required) • Language detection: character-set heuristic (CJK→zh, kana→ja, hangul→ko, accents→fr/de/es) Output formats: json (full structured object) | text (plain transcript) | srt | vtt SLA: ≤15s budget total. Cache: 24h TTL.

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• get_buying_guide

  cyclesite-mcp-server

  Search Cyclesite's expert buying guides (24+ articles by cycling-journalism authors). Returns up to 3 matching guides with title, excerpt, difficulty, reading time, and URL. Use for educational queries that don't need live inventory. Example: 'how do I choose a bike size?', 'tips for buying a used e-bike'.

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• download_video

  TubePull

  Download a YouTube video as a video file (MP4, default) or as an audio file (MP3 / M4A). This is THE tool to use whenever a user asks to save, download, rip, extract, archive, get offline, or convert a YouTube link. IMPORTANT: the `format` argument defaults to `mp4` (video). Only pass an audio format (mp3 / m4a / audio) when the user explicitly says audio, MP3, music, song, or "rip / extract the audio". Use this tool when the user says things like: - "download this YouTube video" - "save that as MP3" / "rip the audio" / "extract the audio" - "get the song from this YouTube link" / "save this song" - "convert YouTube to MP4" / "download in 1080p" - "save this lecture/podcast/talk for offline" - "archive this clip" / "grab a copy of this video" - any sentence containing a youtube.com or youtu.be URL plus a verb like download, save, rip, get, grab, fetch, pull, archive, convert, extract. Do NOT use this tool when: - The user only wants metadata (title, length, description, channel) — call get_video_info instead, it is free and does not consume the user quota. - The link is a playlist URL — ask the user for a single video. - The link is from a non-YouTube site (TikTok, Vimeo, etc.) — this tool only handles YouTube. Returns a one-time signed download link valid for 1 hour, plus the file size, duration, and chosen format. Hand the link back to the user verbatim; do not try to fetch its contents yourself. Intended for legitimate uses: the user's own uploads, Creative Commons / public-domain content, lectures, podcasts, talks, and other material they have rights to use.

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• guides.search

  AI Design Blueprint Doctrine

  Search application guides by free-text query, matched against section answers and action items. Use this when the user describes an engineering challenge (security review, evaluation harness, observability) and wants matching guides. Prefer guides.get when you already have the guide slug; prefer guides.list when you need the full inventory.

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• fetch_transcript

  SubDownload

  Fetch the full transcript (subtitles/captions) of a YouTube video in any language. ALWAYS call this when the user shares ANY YouTube link (youtube.com, youtu.be, shorts). Also use when the user wants to: summarize a video, know what was said, quote or cite video content, translate video dialogue, fact-check claims, study a lecture or tutorial, extract key points, analyze speaker arguments, or any task involving the spoken content of a video. Pass save=true to also bookmark the video into the user's Library in the same call (upserts the meta row; when the result came from ASR fallback it also flags has_asr). Saves a follow-up save_to_library round-trip.

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• read_pool_info

  Arcadia Finance

  Get detailed info for a single lending pool including APY history over time. Useful for analyzing rate trends and comparing pools. Use read_pool_list to discover pool addresses.

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• username_lookup

  ContrastAPI

  Search for username across 15+ social/dev platforms (GitHub, Reddit, X/Twitter, LinkedIn, Instagram, TikTok, Discord, YouTube, Keybase, HackerOne, etc.). Use for OSINT investigations and identity verification. Free: 30/hr, Pro: 500/hr. Returns {username, total_found, platforms: [{name, exists, url, status_code}]}.

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• hasdata_youtube_transcript_getYoutubeTranscript

  HasData

  Get YouTube Video Transcript Returns the timed transcript (subtitles) of a YouTube video by its 11-character `videoId`. `languageCode` selects the track (e.g. `en`, `de-DE`, `pt-BR`); `type=asr` requests the auto-generated speech-recognition track. Each segment in `transcript[]` carries `startMs`, `endMs`, `snippet`, and a formatted `startTimeText`. The response also includes `availableTranscripts[]` listing every track on the video (language name + code, `type: asr` for auto-generated, `selected: true` for the one returned) so callers can discover what else is available. Use to feed a video's spoken content into RAG/LLM pipelines, generate summaries or chapter outlines, build searchable archives, run translation or accessibility workflows, or analyze talking points across a creator's catalog (pair with the YouTube Channel endpoint to enumerate videos, then fetch transcripts).

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• star_bundle

  prxhub

  Public-style endorsement: 'this bundle was useful.' Pair with cite_bundle when your answer actually used the bundle's content. Idempotent — re-starring returns ok with already_starred=true. Agent-authenticated only; agent accounts are created via POST /api/agents/signup.

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• docs_searchDocumentation

  SODAX Builders MCP

  [SDK Docs] Search across the documentation to find relevant information, code examples, API references, and guides. Use this tool when you need to answer questions about Docs, find specific documentation, understand how features work, or locate implementation details. The search returns contextual content with titles and direct links to the documentation pages.

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• photoshoot

  Vizzy — Arabic AI Creative Platform

  Apply AI fashion or product photoshoot styling to an existing image. Upload a product or clothing image → get a professional-looking photoshoot output. Returns a styled image URL. ⚠️ Costs 250 credits — confirm before calling. REQUIRED: image_url must be a publicly accessible URL.

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• local_vehicle_safety_profile

  NHTSA Vehicle Safety

  Get a vehicle safety profile using national complaint and recall trends. NHTSA complaints are not geocoded by state, so this returns national-level trends as context for local community safety assessments. Includes the most recent recalls and top complained-about vehicle makes. Args: state: Two-letter state abbreviation (e.g. 'CA', 'TX'). Used for crash statistics; complaint data is national.

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• news_feed_search_ugc

  Gate News MCP

  [Read] Reddit/Discord/Telegram/YouTube-style UGC: non-empty query uses vector API; coin without query uses OpenSearch. Both empty invalid. X/Twitter narrative -> search_x; headlines -> search_news. Not macro economic statistics; not structured event list -> get_latest_events.

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• list_guides

  CamperMate MCP

  List CamperMate editorial guides and blog posts (route guides, seasonal tips, freedom-camping how-tos, etc.). Returns title, excerpt, image, and a tracked link to the full article on campermate.com. Use this when a user asks for trip inspiration, travel advice, or "what should I read about X". Pass `query` to keyword-filter by title/content/excerpt; omit it for the latest guides.

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• youfiliate_start_migration

  Youfiliate Smart Links

  Start a YouTube description migration to convert links to smart links. IMPORTANT: This modifies YouTube video descriptions. Always confirm with the user before executing. Describe the scope (number of videos/links affected from the preview) and ask for explicit confirmation. The migration runs asynchronously. Use `youfiliate_get_migration_status` to track progress. Requires a connected YouTube account. Common errors: - YouTube not connected: connect first. - Migration already in progress: wait for it to complete. - confirm=False: must set confirm=True after user confirmation.

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• shillbot_list_available_tasks

  Swarm Tips — Aggregated AI Agent Activities

  [READ] List open Shillbot marketplace tasks. Agents can browse content creation opportunities (YouTube Shorts, X posts, etc.) with on-chain escrow. Returns task IDs, briefs, payment amounts, and platforms. Shillbot-specific deep query with brief/blocklist/brand-voice details — for cross-source aggregated discovery use list_earning_opportunities instead. Optional `network`: 'mainnet' (default) or 'devnet'.

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