Talkthrough
Local MCP server: recordings or public video URLs into transcript, frames, OCR, wall-clock evidence.
MCP server · by korovin-aa97
About
Talkthrough is an MCP server published by korovin-aa97. Marketplaces we read that list it: 1 (Official MCP Registry). We first saw it on 2026-10-11 and have recorded no change since. As of our marketplace pass on 2026-10-13.
What it asks for
- Runs on your machine
- Settings: 5
What it declares, asks for and runs, in full
Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.
Package
PyPI talkthrough-mcp (talkthrough-mcp on PyPI)
- PyPI downloads/week: 511 (2026-10-13)
- PyPI downloads/month: 687 (2026-10-13)
- Latest version on PyPI: 0.4.2, published 2026-09-27
No known vulnerabilities in OSV for 0.4.2 (checked 2026-10-13)
PyPI facts come from pypi.org, PyPI downloads from pypistats.org. Each figure is the registry's own and is never added to another. A registry that publishes no figure shows none: no number is not zero. Vulnerability records come from OSV.dev (CC BY 4.0) and concern the declared version only; a listing that declares no version gets no answer. We do not scan code.
Works with
- Claude Code
- Codex
- Cursor
- VS Code
- Copilot CLI
A one-click link opens the client, which asks you to confirm before it adds the server.
From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.
Connect
Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.
As a local MCP server: PyPI package
Built from what Official MCP Registry declares.
claude mcp add --transport stdio talkthrough-mcp -- uvx talkthrough-mcp[mcp_servers.talkthrough-mcp]
command = "uvx"
args = ["talkthrough-mcp"]{
"mcpServers": {
"talkthrough-mcp": {
"command": "uvx",
"args": [
"talkthrough-mcp"
]
}
}
}Optional settings it also lists: TALKTHROUGH_HOME, TALKTHROUGH_MAX_DOWNLOAD_BYTES, TALKTHROUGH_OCR, TALKTHROUGH_OCR_LANG, TALKTHROUGH_WHISPER_MODEL.
Where it is published
| Marketplace | Status | Version | Figures | Verified | First seen |
|---|---|---|---|---|---|
| Official MCP Registry (Open the registry record) | Listed | 0.4.2 | Downloads/month (PyPI): 687 Downloads/week (PyPI): 511 Forks (GitHub): 4 Stars (GitHub): 31 |
Not marked |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
What changed
Nothing has moved on this plugin since we started watching it.
Possibly the same plugin
Listings that share a signal with this one but not enough for us to treat them as the same product.
Similar plugins
Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.
-
ocular-audio-mcp io.github.RayAKaan/ocular-audio-mcp
MCP server for video transcripts, screenshots, and OCR on YouTube and web videos.
-
whipscribe-mcp io.github.neugence/whipscribe-mcp
Transcribe audio/video files or URLs via the WhipScribe cloud API and fetch the transcript.
-
media-context-mcp io.github.vishalguptax/media-context-mcp
Local MCP server to analyze video, audio & images: frames, transcripts, on-screen text.
-
video-vision-mcp io.github.KitDevUA/video-vision-mcp
Analyze any video (local file or URL) into frames + transcript for Claude Code
-
pepys-mcp co.pepys/pepys-mcp
Transcribe audio & video: diarization, timed SRT/VTT, podcasts, paste-a-link, whole-feed batch.
-
framefetch io.github.MarvinRey7879/framefetch
Any social-video URL → transcript, metadata, frames, OCR, summary, search, Q&A. MCP server + x402.
-
mcp-transcribe io.github.IPv6/mcp-transcribe
MCP-Transcribe server allows LLMs to interact with the text content of audio/video files
-
mcp so.transcribe/mcp
Transcribe audio and video into speaker-labelled transcripts, subtitles, clips, and cited Q&A.
-
Turn screen recordings into ready-to-file bug drafts, specs, backlogs and meeting actions — local Whisper transcript + keyframes + OCR + wall-clock evidence via the talkthrough…
-
ollos-mcp io.github.kelvinbiffi/ollos-mcp
Local, offline transcription, speakers, keyframes, on-screen text and review of any audio or video.
Similar plugins by marketplace
The same question asked of one marketplace at a time: is there an analog of this plugin there?
Has a listing on Claude Code: claude-plugins-community (5)
-
Search recordings, summarize meetings, create clips, and automate workflows from your AI assistant.
-
Analyze video files: especially bug report screen recordings, directly in Claude Code. Extracts frames via ffmpeg, transcribes audio via whisper-cpp, and produces structured…
-
watch-video gives Claude eyes and ears for any video — local files, public URLs (YouTube, Loom, Vimeo, TikTok, ~1,500 sites via yt-dlp), or Jira attachments fetched directly via…
-
Lets Claude analyze video files by extracting key frames using ffmpeg scene detection. Instead of processing video natively, the plugin captures only frames where visuals change…
-
Transcribe video and audio from URLs (YouTube, X/Twitter, TikTok, Vimeo, podcasts) or local media files into plain-text transcripts using yt-dlp + OpenAI Whisper. Auto-triggers…
Has a listing on Claude Code: claude-plugins-official (5)
-
Figma design platform integration. Access design files, extract component information, read design tokens, and translate designs into code. Bridge the gap between design and…
-
MCP server for terminal commands, file operations, and process management
-
Connects Claude Code to the Synthflow AI voice-agent platform through its hosted MCP server, with skills for reviewing calls and auditing agent prompts, plus a docs-search…
-
Use Cloudinary directly in Claude. Manage assets, apply transformations, optimize media, and more through natural conversation.
-
Video generation at scale. Generate videos, images, and audio with Runway's API — batch ad campaigns, product videos, multishot stories, and creative iteration. Supports…
Has a listing on Claude: knowledge-work-plugins (5)
-
Figma design platform integration. Access design files, extract component information, read design tokens, and translate designs into code. Bridge the gap between design and…
-
MCP server for terminal commands, file operations, and process management
-
Connects Claude Code to the Synthflow AI voice-agent platform through its hosted MCP server, with skills for reviewing calls and auditing agent prompts, plus a docs-search…
-
Plan, build, and debug Zoom integrations across REST APIs, Meeting SDK, Video SDK, webhooks, bots, and MCP workflows. Search meetings, retrieve recordings, access transcripts, and…
-
Use Cloudinary directly in Claude. Manage assets, apply transformations, optimize media, and more through natural conversation.
Has a listing on Codex: openai-curated (openai/plugins) (5)
-
Write HTML, render video. Compositions, GSAP animations, captions, voiceovers, audio-reactive visuals, and website-to-video capture for HyperFrames.
-
Install, open, and connect the signed ChatCut Desktop app from Codex.
-
Remotion video creation skills — best practices, animations, audio, captions, 3D, and more for building programmatic videos with React.
-
Skills for NVIDIAs ecosystem spans GPU acceleration, CUDA, AI agents, inference, robotics, Physical AI, Omniverse, and simulation. This plugin helps you understand the pieces…
-
Twilio Skills provide procedural knowledge for AI coding agents — which APIs to use, in what order, and what to avoid. Covers Messaging, Voice, Verify, SendGrid, and 30+ products.
Has a listing on Community GitHub marketplaces (5)
-
Turn screen recordings into ready-to-file bug drafts, specs, backlogs and meeting actions — local Whisper transcript + keyframes + OCR + wall-clock evidence via the talkthrough…
-
Transcripts, summaries, chapters and timestamped answers for video links, for AI agents.
-
Let Claude actually watch a video — scene-aware, deduplicated keyframes + timestamped transcript from a URL or local file. Runs 100% locally, no API key.
-
Local video studio for your coding agent: scenes, voice, music and captions, on your machine.
-
Turn your AI host into a product videographer: scripted app demos, voice-over, captions, MP4/GIF.
Has a listing on Copilot CLI: github/awesome-copilot (5)
-
Figma design platform integration. Access design files, extract component information, read design tokens, and translate designs into code. Bridge the gap between design and…
-
Safe BLE diagnostics, evidence workflows, and guarded automation for AI agents.
-
Record your screen doing a manual process, drop the video on your Desktop, and let Copilot CLI analyze it frame-by-frame to build working automation scripts. Supports narrated…
-
Complete toolkit for building Model Context Protocol (MCP) servers in Go using the official github.com/modelcontextprotocol/go-sdk. Includes instructions for best practices, a…
-
Complete toolkit for building Model Context Protocol (MCP) servers in TypeScript/Node.js using the official SDK. Includes instructions for best practices, a prompt for generating…
Has a listing on Copilot CLI: github/copilot-plugins (5)
-
mcp-apps
Generate MCP App widgets for MCP tools. Produces self-contained HTML widgets using the MCP Apps protocol.
-
Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.
-
workiq
Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.
-
Build Power Apps Canvas Apps using the Canvas Authoring MCP server.
-
workiq-productivity
WorkIQ productivity skills powered by the local WorkIQ CLI — read-only insights across email, meetings, calendar, Teams, SharePoint, projects, and people.
Has a listing on Cursor: cursor/plugins (5)
-
Add Grok voice to an app: realtime speech-to-speech, speech-to-text dictation, text-to-speech read-aloud, and a log-driven fix loop for voice sessions.
-
Search meeting history and pull full transcripts.
-
Work with your Plaud recordings: list and search meetings and voice notes, read full transcripts with speaker labels, and pull AI summaries, action items, and key topics into your…
-
Search meetings and pull transcripts and summaries.
-
Search meeting transcripts, summaries, and action items.
Has a listing on Docker MCP Catalog (5)
-
mcp-youtube-transcript io.github.jkawamoto/mcp-youtube-transcript
An MCP server retrieving transcripts of YouTube videos
-
Analyze documents, images, videos, and audio.
-
Official Supadata MCP Server - Adds powerful video & web scraping to Cursor, Claude and any other LLM clients.
-
Enables interaction with powerful telephony, messaging, and AI assistant APIs.
-
The Official Model Context Protocol (MCP) server for Kagi Search & other tools.
Has a listing on Official MCP Registry (5)
-
ocular-audio-mcp io.github.RayAKaan/ocular-audio-mcp
MCP server for video transcripts, screenshots, and OCR on YouTube and web videos.
-
whipscribe-mcp io.github.neugence/whipscribe-mcp
Transcribe audio/video files or URLs via the WhipScribe cloud API and fetch the transcript.
-
media-context-mcp io.github.vishalguptax/media-context-mcp
Local MCP server to analyze video, audio & images: frames, transcripts, on-screen text.
-
video-vision-mcp io.github.KitDevUA/video-vision-mcp
Analyze any video (local file or URL) into frames + transcript for Claude Code
-
pepys-mcp co.pepys/pepys-mcp
Transcribe audio & video: diarization, timed SRT/VTT, podcasts, paste-a-link, whole-feed batch.
Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.
Is this your plugin?
Add it to your projects and prove you maintain it with a file in its repository, a file on your domain or a DNS record. You get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.
Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.