PulseGatePost-LLM software, agents & workflows market (since 2022)
Coverage
166,955

Apps indexed

 

Freshness
47 min ago

Last update

 

Cadence
1,447/day

7-day average

Indexed today: 604

PulseGate

Market catalog for public software products, models, infra, and workflow tools.

Software is shipping faster than ever, and a growing share of it lives outside the official app stores. PulseGate is a free public catalog — built for builders, analysts, and everyday users.

Platform

  • All Apps
  • Categories
  • Industry Updates
  • Data Sources
  • Coverage Rules
  • Glossary
  • Embed Widget

Support

  • Help Center
  • Submit a Project
  • Report an Issue

Company

  • About
  • Press & Data
  • Contact
  • Platform Status

Legal

  • Privacy
  • Terms
  • Disclaimer

© 2026 PulseGate. Operated by Dymaxio s.r.o., Prague, Czech Republic.·

All systems operational
PulseGate
TA
talkthrough-mcp
Visit ↗
  1. Home/
  2. Other AI/
  3. talkthrough-mcp
←Back to results
T

talkthrough-mcp

pypi.org·Infrastructure

talkthrough-mcp is an open-source, local-first MCP server that processes narrated screen recordings to produce structured data, including timestamped transcripts, scene keyframes, OCR text, and wall-clock anchoring. It is designed for AI developers and automation engineers who need to convert video and audio content into agent-ready formats.

Open SourceMIT
CLISelf-hosted
T
Visit PyPI↗

Overview

5 features
  • ✓Screen recording ingestion
  • ✓Timestamped transcription
  • ✓Scene keyframes extraction
  • ✓OCR text extraction
  • ✓Wall-clock anchoring

Tags

mcp-serverscreen-recordingstructured-transcriptionlocal-inference

AI capabilities

VideoAudioStructuredInference: LocalWeights: Open

Built with & integrations

Connectors
MCP
Runs on
CLISelf-hosted

Trust & compliance

LicenseMIT
Verified signals
✓ HTTPS✓ Open Source✓ Free tier✓ GitHub✓ Active maintenance

Recent events

Latest indexed changes and source events

  1. IndexedJul 11, 12:22 PM

    talkthrough-mcp discovered by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

At a glance

Platforms
Cli
Languages
English
Open source
Yes (GitHub)
License
MIT
First seen
Jul 11, 2026
Activity
🟢 Active
Status
🟢 Active
Built for
AI developers and automation engineers
Model
Open source
Solves
Extracting structured, agent-ready data from narrated screen recordings for automation and analysis.

Developer

korovin-aa97
Small team
↗ GitHub

Open source

View on GitHub →
⭐ Stars
0
🍴 Forks
0
Open issues
3
Last commit
1d ago
Commits 90d
19
Contributors
2
Authorship
Small team
Default branch
main
Latest release
v0.1.0 · 1d ago

PulseGate index

Confidence
Low · 64
Indexed
Jul 11, 2026
Lifecycle
Alive
Activity
Active
First seen
Jul 2026
Last seen
1d ago
Freshness
Unknown
Identity audit (9)
Entity ID
cmrgc55sq04ehm1aun745wr6a
Slug
talkthrough-mcp-pypi-org
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jul 11, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 11, 2026
Canonical URL
https://pypi.org/project/talkthrough-mcp

Similar apps

Other apps tracked under the same category.

  • speaktome-mcp
    pypi.org
  • cngstorytelling-mcp
    pypi.org
  • tollbooth-mcp
    pypi.org
  • screenscribe-mcp
    pypi.org
  • mcp-workstate-handoff
    pypi.org
  • contextl-mcp
    pypi.org