{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_parrot-ai","slug":"parrot-ai","name":"Parrot AI","type":"product","url":"https://parrot.ai","page_url":"https://unfragile.ai/parrot-ai","categories":["automation"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_parrot-ai__cap_0","uri":"capability://text.generation.language.real.time.video.conference.transcription.with.speaker.diarization","name":"real-time video conference transcription with speaker diarization","description":"Parrot AI captures live video conference streams from Zoom, Microsoft Teams, and Google Meet through native integrations or browser-based recording, applies automatic speech recognition (ASR) to convert audio to text, and performs speaker diarization to attribute transcript segments to individual participants. The system likely uses a combination of platform APIs for direct stream access and fallback audio extraction from recorded files, with ASR processing happening either in real-time or post-conference depending on platform constraints.","intents":["I need to automatically record and transcribe my team's daily standup without manually taking notes","I want to capture client call conversations so I can review what was discussed without rewatching the entire video","I need to know who said what in a meeting transcript so I can attribute action items to specific people"],"best_for":["small teams and freelancers conducting 5-20 meetings per week","remote-first organizations using Zoom, Teams, or Google Meet as primary communication","professionals in non-regulated industries who don't require HIPAA/SOC2 compliance"],"limitations":["Speaker diarization accuracy degrades with >8 simultaneous speakers or heavy accents; no explicit accuracy metrics published","Real-time transcription latency unknown; likely 30-60 second delay behind live speech","No support for non-English languages mentioned; language coverage unclear","Transcription quality depends on audio input quality; poor microphone audio produces degraded output"],"requires":["Active account on Zoom, Microsoft Teams, or Google Meet","Parrot AI browser extension or native app installed","Internet connection with sufficient bandwidth for concurrent video + transcription processing","Participant consent for recording (varies by jurisdiction)"],"input_types":["video conference stream (Zoom, Teams, Google Meet)","audio from video conference","pre-recorded video files (format support unclear)"],"output_types":["plain text transcript","timestamped transcript with speaker labels","searchable transcript index"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_parrot-ai__cap_1","uri":"capability://search.retrieval.full.text.search.across.meeting.transcript.corpus","name":"full-text search across meeting transcript corpus","description":"Parrot AI indexes transcribed meeting content using a full-text search engine (likely Elasticsearch or similar), enabling users to query across all historical meetings by keyword, phrase, or speaker name. The search likely supports boolean operators and phrase matching, with results ranked by relevance and timestamp. Indexing happens asynchronously after transcription completes, making transcripts searchable within minutes of meeting end.","intents":["I need to find what was discussed about 'Q4 budget' across all my meetings from the past 3 months","I want to search for all meetings where a specific client or colleague spoke","I need to locate the exact timestamp where a particular decision was made so I can review that section of the recording"],"best_for":["teams with 50+ meetings per month who need to surface historical context quickly","knowledge workers who attend many meetings and struggle to remember which meeting covered which topic","organizations using Parrot AI as a searchable meeting archive rather than note-taking tool"],"limitations":["Search latency for large transcript corpora (1000+ meetings) not documented; may degrade with scale","No advanced search features like date range filters, speaker-specific search, or sentiment filtering mentioned","Search results limited to transcript text; cannot search meeting metadata like attendees, duration, or calendar title","No API for programmatic search access; search limited to web UI"],"requires":["At least one completed transcription in Parrot AI account","Web browser with JavaScript enabled","Sufficient storage quota for transcript indexing (unclear per-user limits)"],"input_types":["free-text search query","speaker name (for speaker-specific search)"],"output_types":["ranked list of matching transcripts with snippet preview","timestamp of matching phrase within transcript","link to full transcript with match highlighted"],"categories":["search-retrieval","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_parrot-ai__cap_2","uri":"capability://tool.use.integration.meeting.transcript.sharing.and.access.control","name":"meeting transcript sharing and access control","description":"Parrot AI enables users to share individual meeting transcripts or collections of transcripts with other users via shareable links or direct invitations. The system likely implements role-based access control (viewer, editor, admin) and generates unique tokens for share links, with optional expiration dates and password protection. Shared transcripts can be viewed in a web interface without requiring the recipient to have a Parrot AI account, reducing friction for external stakeholder access.","intents":["I need to share a client call transcript with my manager for review without giving them access to all my meetings","I want to create a read-only link to a meeting transcript that I can send to a colleague who doesn't use Parrot AI","I need to revoke access to a shared transcript after a project ends or team member leaves"],"best_for":["teams collaborating with external stakeholders (clients, contractors, vendors)","organizations with distributed teams who need asynchronous access to meeting records","compliance-conscious teams needing audit trails for who accessed which transcripts"],"limitations":["No granular access control mentioned (e.g., redacting sensitive portions, time-based access); likely all-or-nothing sharing","No audit logging documented for transcript access; unclear if Parrot AI tracks who viewed shared transcripts and when","Share link security depends on link secrecy; no mention of rate limiting or brute-force protection","No batch sharing capability mentioned; sharing likely requires per-transcript actions"],"requires":["Parrot AI account with at least one completed transcript","Recipient email address or ability to copy shareable link","Recipient browser for accessing shared transcript (no account required for viewers)"],"input_types":["transcript ID or meeting identifier","recipient email address or share link generation request","access level selection (viewer, editor, admin)"],"output_types":["shareable URL with unique token","email invitation with embedded link","access control confirmation"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_parrot-ai__cap_3","uri":"capability://tool.use.integration.multi.platform.conference.integration.and.automatic.meeting.detection","name":"multi-platform conference integration and automatic meeting detection","description":"Parrot AI integrates with Zoom, Microsoft Teams, and Google Meet through native APIs or browser extensions, automatically detecting when a user joins a supported conference and initiating recording/transcription without manual intervention. The integration likely uses OAuth for authentication and platform-specific webhooks or polling to detect meeting state changes. Browser extension approach enables capture from any web-based conferencing tool, while native integrations provide deeper access to audio streams and metadata.","intents":["I want Parrot AI to automatically start recording when I join a Zoom meeting without me having to click anything","I need to use Parrot AI with Teams and Google Meet, not just Zoom","I want Parrot AI to capture meetings across multiple conferencing platforms without switching tools"],"best_for":["organizations using multiple conferencing platforms (hybrid Zoom + Teams shops)","users who want zero-friction meeting capture without manual recording steps","teams that want to standardize on a single transcription tool across all meeting types"],"limitations":["Browser extension approach may not capture audio reliably on all systems; audio routing varies by OS and browser","No support for phone dial-in meetings or conference bridges mentioned; limited to video conferencing","Automatic detection may miss meetings if Parrot AI extension/app is disabled or not installed","No support for third-party conferencing tools beyond Zoom, Teams, Google Meet (e.g., Webex, Jitsi, custom platforms)","Meeting metadata capture (attendee list, duration, calendar title) likely limited compared to native platform APIs"],"requires":["Parrot AI browser extension installed (for web-based capture) or native app (for platform-specific integration)","OAuth authorization with Zoom, Teams, or Google Meet account","Participant consent for recording (varies by jurisdiction and platform)","Active internet connection during meeting"],"input_types":["conference platform API credentials (OAuth token)","browser extension permissions for audio capture","meeting state (join/leave events)"],"output_types":["automatic recording initiation signal","meeting metadata (platform, duration, attendees if available)","audio stream for transcription"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_parrot-ai__cap_4","uri":"capability://memory.knowledge.transcript.storage.and.organization.with.meeting.metadata","name":"transcript storage and organization with meeting metadata","description":"Parrot AI stores transcribed meetings in a searchable database with associated metadata (meeting date, duration, platform, attendees if available, calendar title if integrated). Transcripts are organized chronologically or by custom folders/tags, with quick access to recent meetings. The storage backend likely uses cloud object storage (S3-like) for transcript files and a relational or document database for metadata and indexing, with automatic cleanup policies for deleted meetings.","intents":["I want all my meeting transcripts organized in one place so I can browse recent meetings","I need to find a specific meeting from 3 months ago by date or attendee name","I want to organize transcripts into projects or clients for easier navigation"],"best_for":["professionals with 10+ meetings per month who need organized meeting archives","teams wanting a centralized meeting record system without managing separate storage","organizations needing to retain meeting records for compliance or reference"],"limitations":["No mention of custom folder/tagging system; organization likely limited to chronological view","Storage quota limits not documented; unclear if free tier has storage caps","No bulk operations mentioned (batch delete, export, move); likely requires per-transcript actions","Metadata capture depends on platform integration; some platforms may not expose attendee lists or calendar titles","No data export format specified; unclear if transcripts can be exported as PDF, Word, or other formats"],"requires":["Parrot AI account with sufficient storage quota","Completed transcriptions from supported conferencing platforms","Web browser for accessing transcript library"],"input_types":["transcript metadata from conferencing platform","user-provided tags or folder assignments","calendar integration data (if available)"],"output_types":["organized transcript list with metadata","transcript detail view with full text and timestamps","meeting summary card with date, duration, attendees"],"categories":["memory-knowledge","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_parrot-ai__cap_5","uri":"capability://data.processing.analysis.transcript.export.and.format.conversion","name":"transcript export and format conversion","description":"Parrot AI enables users to export meeting transcripts in multiple formats (plain text, PDF, Word, SRT subtitle format) for use in external tools or archival. Export likely includes options to include/exclude timestamps, speaker labels, and metadata. The export process is likely asynchronous for large transcripts, with downloads available via email or direct link.","intents":["I need to export a transcript as a PDF to share with a client who doesn't have Parrot AI access","I want to import a transcript into my note-taking app (Notion, OneNote) for integration with my workflow","I need to create SRT subtitle files from transcripts to add captions to video recordings"],"best_for":["users integrating Parrot AI transcripts with external tools (Notion, Word, Google Docs)","content creators needing subtitle files for video production","organizations requiring transcript archival in standard formats for compliance"],"limitations":["Supported export formats not explicitly documented; likely limited to common formats (TXT, PDF, DOCX)","No mention of batch export capability; likely requires per-transcript export","Export formatting options (timestamp inclusion, speaker labels) not documented","Large transcript exports may timeout or require email delivery; no streaming download mentioned","No API for programmatic export; export limited to web UI"],"requires":["Parrot AI account with completed transcript","Web browser for initiating export","Sufficient disk space for downloaded file"],"input_types":["transcript ID","export format selection (TXT, PDF, DOCX, SRT)","export options (include timestamps, speaker labels, metadata)"],"output_types":["plain text file (.txt)","PDF document (.pdf)","Word document (.docx)","SRT subtitle file (.srt)"],"categories":["data-processing-analysis","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_parrot-ai__cap_6","uri":"capability://image.visual.meeting.recording.and.playback.with.transcript.synchronization","name":"meeting recording and playback with transcript synchronization","description":"Parrot AI captures video recordings of meetings (in addition to audio transcription) and stores them alongside transcripts, enabling users to playback the recording with synchronized transcript highlighting. Clicking a transcript line jumps to the corresponding timestamp in the video, and vice versa. Recording is stored in cloud object storage with streaming playback, likely with adaptive bitrate encoding for bandwidth optimization.","intents":["I want to review a specific part of a meeting by clicking on the transcript and jumping to that moment in the video","I need to share a video recording of a meeting with a colleague along with the transcript","I want to watch a meeting recording at 1.5x speed while reading the transcript for faster review"],"best_for":["teams wanting to review meetings asynchronously without rewatching entire recordings","organizations needing video evidence of meetings for compliance or dispute resolution","remote teams using video recordings as training or onboarding materials"],"limitations":["Video recording storage likely counts against free tier quota; unclear if storage limits apply","Video playback quality depends on internet bandwidth; no mention of adaptive bitrate or quality selection","Transcript-video synchronization accuracy depends on transcription latency; may drift for long meetings","No video editing or clipping capability mentioned; users cannot trim or extract segments","Video privacy/security not documented; unclear if recordings are encrypted or access-controlled"],"requires":["Parrot AI account with recording capability enabled","Sufficient cloud storage quota for video files (typically 100MB-500MB per hour of video)","Stable internet connection for video streaming","Web browser with video codec support (H.264, VP9, or similar)"],"input_types":["video conference stream (Zoom, Teams, Google Meet)","transcript text with timestamps"],"output_types":["MP4 or WebM video file","synchronized transcript with clickable timestamps","streaming video player with transcript sidebar"],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_parrot-ai__cap_7","uri":"capability://text.generation.language.browser.based.transcript.viewer.with.keyboard.navigation.and.accessibility","name":"browser-based transcript viewer with keyboard navigation and accessibility","description":"Parrot AI provides a web-based transcript viewer with keyboard shortcuts for navigation (jump to next/previous speaker, search, timestamp jump), accessibility features (high contrast mode, text size adjustment, screen reader support), and responsive design for mobile/tablet viewing. The viewer likely uses semantic HTML and ARIA labels for accessibility compliance, with transcript text selectable for copying.","intents":["I want to quickly navigate through a transcript using keyboard shortcuts without touching the mouse","I need to use a screen reader to access meeting transcripts due to visual impairment","I want to read a transcript on my phone or tablet while traveling"],"best_for":["accessibility-conscious organizations complying with WCAG standards","power users wanting keyboard-driven workflows","mobile-first teams needing to review transcripts on phones/tablets"],"limitations":["Accessibility compliance level (WCAG 2.0 AA, AAA) not documented; unclear if fully accessible","Keyboard shortcut customization not mentioned; likely fixed shortcuts only","Mobile experience not documented; responsive design may not be optimized for small screens","No offline viewing capability mentioned; requires internet connection","Text selection may be limited by DRM or copy-protection measures"],"requires":["Modern web browser (Chrome, Firefox, Safari, Edge)","JavaScript enabled for interactive features","Screen reader (NVDA, JAWS, VoiceOver) for accessibility features"],"input_types":["transcript text with timestamps and speaker labels","keyboard input (shortcuts)","mouse/touch input (clicking, scrolling)"],"output_types":["rendered HTML transcript with formatting","selected text for copying","screen reader-compatible semantic markup"],"categories":["text-generation-language","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_parrot-ai__cap_8","uri":"capability://data.processing.analysis.meeting.attendance.tracking.and.participant.identification","name":"meeting attendance tracking and participant identification","description":"Parrot AI tracks meeting attendees and identifies speakers in transcripts by integrating with conferencing platform APIs to retrieve attendee lists and speaker metadata. Speaker identification is performed through a combination of audio fingerprinting, voice recognition (if enabled), and platform-provided speaker labels. The system associates speaker names with transcript segments, enabling speaker-specific search and filtering.","intents":["I want to see who attended each meeting and verify that all expected participants were present","I need to attribute action items to specific people by identifying who said what in the transcript","I want to search for all meetings where a specific person spoke"],"best_for":["teams needing to track meeting attendance for compliance or accountability","organizations with large meetings (20+ participants) where manual speaker identification is impractical","managers wanting to attribute decisions and action items to specific team members"],"limitations":["Speaker identification accuracy degrades with >8 simultaneous speakers or similar voices; no accuracy metrics published","Voice recognition requires explicit opt-in and may have privacy implications; unclear if enabled by default","Attendee list capture depends on platform API availability; some platforms may not expose full attendee data","Speaker identification may fail for participants with poor audio quality or heavy accents","No manual speaker correction/labeling mentioned; users cannot fix misidentified speakers"],"requires":["Parrot AI integration with conferencing platform (Zoom, Teams, Google Meet)","OAuth authorization to access attendee list data","Participant consent for speaker identification (varies by jurisdiction)"],"input_types":["attendee list from conferencing platform API","audio stream with speaker labels (if available from platform)","voice recognition model (if enabled)"],"output_types":["attendee list with join/leave times","transcript with speaker labels","speaker-specific transcript segments"],"categories":["data-processing-analysis","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":39,"verified":false,"data_access_risk":"high","permissions":["Active account on Zoom, Microsoft Teams, or Google Meet","Parrot AI browser extension or native app installed","Internet connection with sufficient bandwidth for concurrent video + transcription processing","Participant consent for recording (varies by jurisdiction)","At least one completed transcription in Parrot AI account","Web browser with JavaScript enabled","Sufficient storage quota for transcript indexing (unclear per-user limits)","Parrot AI account with at least one completed transcript","Recipient email address or ability to copy shareable link","Recipient browser for accessing shared transcript (no account required for viewers)"],"failure_modes":["Speaker diarization accuracy degrades with >8 simultaneous speakers or heavy accents; no explicit accuracy metrics published","Real-time transcription latency unknown; likely 30-60 second delay behind live speech","No support for non-English languages mentioned; language coverage unclear","Transcription quality depends on audio input quality; poor microphone audio produces degraded output","Search latency for large transcript corpora (1000+ meetings) not documented; may degrade with scale","No advanced search features like date range filters, speaker-specific search, or sentiment filtering mentioned","Search results limited to transcript text; cannot search meeting metadata like attendees, duration, or calendar title","No API for programmatic search access; search limited to web UI","No granular access control mentioned (e.g., redacting sensitive portions, time-based access); likely all-or-nothing sharing","No audit logging documented for transcript access; unclear if Parrot AI tracks who viewed shared transcripts and when","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.67,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:32.437Z","last_scraped_at":"2026-04-05T13:23:42.560Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=parrot-ai","compare_url":"https://unfragile.ai/compare?artifact=parrot-ai"}},"signature":"jmx+VIwvCkQaBQbp4qULrCBmRaG3gzvvaZilgpZLCwUS6nX6xt0+VC6tIIkhMsDhQszGcb+x1N84UfFn6oKHDA==","signedAt":"2026-06-22T15:12:05.204Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/parrot-ai","artifact":"https://unfragile.ai/parrot-ai","verify":"https://unfragile.ai/api/v1/verify?slug=parrot-ai","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}