twag is an open-source project built for financial analysts and traders.

Yes — twag is open source under the MIT license and free to use.

Is twag still active?

The GitHub repository shows 18 commits in the last 90 days.

What projects are similar to twag?

Similar projects tracked by PulseGate include isaac-acp, applyr, and cosmo-cli.

Back to the index

twag

Name: twag
Author: clifton

github.comInfrastructure

twag is an open-source command-line tool that aggregates and extracts market-relevant signals from Twitter. It is designed for financial analysts and traders who want to monitor social sentiment and trends impacting financial markets.

Open SourceMITCLI

Visit github.com

5stars

3features

2026since

Overview

3 features

twag sits in PulseGate's CLI tools & terminal category. It focuses on aggregating and surfacing market-relevant signals from Twitter for financial analysis. twag is an open-source project aimed at financial analysts and traders. The project is open source (MIT). It runs on the command line.

clifton builds and maintains twag, and it first shipped in 2026. The project is developed in the open on GitHub with 18 commits in the last 90 days. Among its 3 catalogued features are twitter aggregation, market signal extraction, and command-line interface.

Summary written by a language model from the project’s public pages.

Twitter aggregation
Market signal extraction
Command-line interface

Built with & integrations

Framework

FastAPI

AI providers

anthropic

Runs on

CLI

Trust & compliance

License

MIT

Verified signals

HTTPSOpen SourceFree tierGitHub · ★ 5Active maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed26 Jun · 10:10 UTC
Listing verified against its public source
Source: PulseGate · Open

Frequently asked questions about twag

What does twag do?: Twag focuses on aggregating and surfacing market-relevant signals from Twitter for financial analysis. It is catalogued under CLI tools & terminal on PulseGate.
Who should use twag?: twag is an open-source project built for financial analysts and traders.
Is twag free?: Yes — twag is open source under the MIT license and free to use.
What platforms does twag run on?: twag runs on the command line.
Is twag still active?: The GitHub repository shows 18 commits in the last 90 days.
What projects are similar to twag?: Similar projects tracked by PulseGate include isaac-acp, applyr, and cosmo-cli.isaac-acp applyr cosmo-cli
Who makes twag?: twag is developed by clifton.
When did twag launch?: twag first shipped in 2026.

At a glance

Platforms: Cli
Languages: English
Open source: Yes · ★ 5
License: MIT
Built for: financial analysts and traders
Model: Open source
Solves: Aggregating and surfacing market-relevant signals from Twitter for financial analysis.

Registered as

GitHub: clifton/twag
PyPI: twag

Developer

clifton

Solo developer

GitHub

Open source

View on GitHub

Stars: 5
Forks: 0
Open issues: 81
Last commit: 5 Jun 2026
Commits 90d: 18
Contributors: 1
Authorship: Solo
Default branch: main
Latest release: v0.1.37 · 2 May 2026

Live coverage

Identity confidence: Low · 64
Indexed: 26 Jun 2026
Lifecycle: Unverified
Last seen: 26 Jun 2026

Identity audit (12)

Slug: twag-pypi-org
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 26 Jun 2026
Timeline basis: Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
Name from: Written by a language model from the project's public pages.
Category from: Assigned by a language model.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model from page content.
Last updated: 26 Jun 2026
Canonical URL: https://github.com/clifton/twag

Ship this? Send a correction — no account, and you get a link to follow it.

Also in CLI tools & terminal

Same category — not a similarity match