Summarization311 of 27,177 tools

Filed under Summarization by what their own homepage shows, ranked by who uses them among those still maintained.

A tag is one of thirty-odd words from a closed list, chosen by the same reader from the same page as the line — never a keyword the vendor supplied.

Describe what you need

beta

A sentence or two about the job. We read it into the catalogue's own words, then ask about every tool that fits them.

Ranked by use

Price

What it doesWorkflow automation39 Search33 Analytics30 Data extraction23 Voice22 Monitoring18

Figure and bar: visits/mo, estimate · year: online since

#1
HappyScribe Voice
Transcribes audio and video files and live calls into text in 150 languages, with speaker names, subtitles and summaries.
2.7M
From $17/mo
2017
#2
NoteGPT Knowledge
Summarizes lectures, videos, and documents; generates notes, slides, and audio content for learning and research.
1.3M
Active
From $9/mo
#3
Tactiq Meetings
Transcribes meetings in real time and generates summaries with AI across Google Meet, Zoom, and Microsoft Teams.
220k
Active
From $8/user/mo
#4
Pdf Documents MCP · sign-in
Edits, signs, merges, splits, compresses and converts PDF and office files in the browser, with AI chat and summarizing.
124k
Active
2024
#5
Krisp Meetings MCP · sign-in
Removes background noise, transcribes meetings, generates summaries, and converts accents in real time.
120k
Active
From $8/user/mo
2017
#6
deepsearch.bio
Looks up a named person across public web sources and compiles a profile with linked, checkable sources.
49k
Active
From $19.99/mo
#7
Fellow AI Notes Meetings
Records, transcribes, and summarizes meetings with granular access controls and retention policies for regulated organizations.
46.7k
From $7/user/mo
2017
#8
Smart Noter Knowledge
Records lectures and meetings, transcribes the audio and turns it into notes, summaries, flashcards and quizzes.
42.7k
Active
Free plan
2024
#9
MindMap AI Documents MCP · sign-in
Generates mind maps from text, PDFs, videos, audio, and webpages with AI-assisted editing and chat.
38.9k
Active
From $3.99/mo
2024
#10
smry Creative & media MCP · open
Reads saved articles, videos and feeds, summarizes them with cited passages, and answers questions across your saved library.
36.4k
Active
From $6/mo
2024
#11
Sonix Voice
Transcribes audio and video files into timestamped text, translates them, and generates subtitles and summaries.
30.5k
Active
From $25/mo
2017
#12
Abridge Health
Transcribes clinical conversations into documentation and identifies care gaps for healthcare providers.
18.7k
Active
Contact sales
#13
Distill Careers
Monitors news, company sites and LinkedIn posts for companies and topics you track, collapsing duplicate coverage and summarizing key updates.
18.5k
Active
From $59/mo
2024
#14
Roam Meetings
Hosts a virtual office for remote teams with rooms for drop-in audio and video meetings, team chat and meeting transcripts.
14.7k
Active
From $19.50/user/mo
#15
Kin Health Health
Records doctor visits, generates summaries with next steps, and shares information with family members.
12.9k
Active
Free
#16
Gemini Notebook Study
Turns your files and brainstorms into slide decks, mind maps, and audio and video overviews.
8.3k
#17
Outset MCP · sign-in
Runs AI-moderated interviews and builds digital-twin persona interviews that synthesize transcripts into themes, quotes and stakeholder reports.
6.9k
Contact sales
#18
Audyno Meetings MCP · sign-in
Records meetings and generates notes, documents, decks, spreadsheets and visual summaries.
4.5k
Active
From $20/mo
#19
LilysAI Knowledge MCP · sign-in
Summarizes YouTube videos, audio, PDFs, articles and web pages into structured notes with timestamps and key points.
4.1k
Active
From $3.99/mo
#20
Tinrec Meetings
Records and transcribes audio from meetings, calls, and media files into text documents.
4.1k
Active
From $8.25/mo
#21
Recall Knowledge
Saves and organizes content from podcasts, videos, and articles, then answers questions from your collected sources.
3.4k
Active
From $10/mo
2022
#22
Summify Knowledge MCP · sign-in
Builds searchable knowledge pods from videos, podcasts, documents, and voice notes to use across multiple AI tools.
3.3k
Active
From $8/mo
2024
#23
empirio.ai Productivity
Creates and analyzes online surveys with AI assistance for drafting questions and summarizing responses.
2.2k
Active
From $19/mo
#24
Transgate AI Voice
Transcribes audio and video to text, summarizes content, and enables chat queries across 50 languages.
2k
Active
From $1.49 per use
2023
#25
Whisper Memos Voice MCP · sign-in
Records voice memos on iPhone or Apple Watch, transcribes them, and emails back formatted text with summaries.
1.4k
Active
From $5.83/mo
#26
RoomExpert Commerce MCP · open
Reads written reviews, editorial pieces, videos and podcasts about each hotel and writes one comparable verdict priced in loyalty points.
1.4k
Active
#27
Arthneeti Finance
Reads earnings call transcripts and filings to rank Indian listed companies on management revenue and margin guidance.
1.3k
Active
#28
Tiro Meetings MCP · sign-in
Records and transcribes meetings in real time, translating across 15 languages and generating structured notes and summaries.
1.1k
Active
2023
#29
sipsip.ai Knowledge
Transcribes and summarizes videos, podcasts, meetings, and documents into structured insights and key points.
1k
Active
From $12/mo
2025
#30
InstaPage
Generates chapter-by-chapter book summaries with audio, interactive mindmaps, and AI question-answering.
997
Active
From $7.49/mo
#31
IndustryLens Marketing MCP · open
Monitors competitor pricing, campaigns and reviews across 350 sources and sends a weekly briefing with sourced, dated changes.
874
Active
From ≈ $200/mo
2024
#32
Bharat Swasth Health
Analyzes blood test reports from Indian labs and explains results in plain language.
764
Maintained
Free
2026
#33
Transkripe Marketing
Turns a public YouTube URL into a transcript, taking captions first or transcribing audio with AI, then generating summaries and notes from it.
607
Active
From ≈ $4.48/mo
#34
Vocci Support MCP · sign-in
A wearable ring that records conversations offline, transcribes them, and writes summaries and action items for your apps and AI agents.
599
Active
From $15.99/mo
#35
EarningsLens Finance
Summarizes SEC earnings reports and 10-K filings in 60 seconds with key financial insights.
516
Active
#36
ThreadRecap Productivity
Extracts and organizes WhatsApp messages and voice transcripts into searchable timelines for dispute resolution.
467
Active
From $3 per use
#37
OneScribe Meetings
Joins Zoom, Teams, Meet and Webex calls from your calendar to transcribe in real time and produce sentiment, action item and decision analysis.
386
Maintained
From $25/user/mo
2025
#38
Transcriptmate Voice
Transcribes audio and video files to text with speaker identification and generates content like blog posts and social clips.
344
Active
From $15/mo
#39
ParrotNotes Localization MCP · sign-in
Captures in-person conversations in the background and returns transcripts, translations, summaries and action items.
320
Active
From $19.99/mo
#40
ChatYT Knowledge
Chat with YouTube videos to get summaries, ask questions, take notes, and export to PDF.
289
Active
From $1 once
#41
Transcription.video Marketing
Extracts transcripts and summaries from YouTube videos.
243
Active
From $8.33/mo
#42
Kai Productivity MCP · open
Reads your email and calendar, sorts the inbox, drafts replies, records meetings without a bot and turns agreed actions into tracked tasks.
217
Active
From $20/user/mo
#43
Scrieb Meetings
Transcribes and summarises recorded meetings locally with Whisper models, with no bot joining your call.
210
Active
From $24.99/mo
#44
SessionKeeper Voice MCP · sign-in
Records tabletop RPG sessions from audio or a Discord voice channel and turns them into searchable campaign wikis and session summaries.
196
Active
From $3.99/mo
#45
VideoTranslatorAI Meetings
Transcribes and interprets multilingual conversations in real time with customizable summaries.
194
Active
From $5 per use
#46
Shorty Voice MCP · sign-in
Summarizes a YouTube video into timestamped titled sections, transcribing its audio when the video has no captions.
181
Active
From $4.99/mo
#47
GM Assistant Knowledge
Transcribes and analyzes tabletop RPG session recordings into structured notes with NPCs, locations, and story recaps.
180
Active
From $0.72 per use
#48
Noter AI Meetings
Records meetings, transcribes speech, summarizes discussions, and extracts action items across 60 languages.
168
Active
From $9.99/mo

311Every tool here, by name

How we read a tool

No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.

Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.

How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.

How we read every tool → · By INITE Atlas Desk