What does research-guild-ai do?

Manually gathering and citing competitive intelligence data from multiple web sources. It is catalogued under Developer Tools on PulseGate.

Who should use research-guild-ai?

research-guild-ai is an open-source project built for developers.

Does research-guild-ai have a free plan?

Yes — research-guild-ai is open source under the MIT license and free to use.

What platforms does research-guild-ai run on?

research-guild-ai runs on the command line.

Is research-guild-ai still maintained?

Unverified. research-guild-ai has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.

What projects are similar to research-guild-ai?

Similar projects tracked by PulseGate include EfficiencyNext Data Connector, CKB, and GITVERSE.

Back to the index

research-guild-ai

PyPIInfrastructure

research-guild-ai is a Python CLI tool built with LangGraph and Firecrawl that automates competitive intelligence research. It collects data from web sources, performs analysis, and generates reports with proper source citations. Designed for developers and researchers needing structured, verifiable intelligence gathering without manual web scraping and note-taking.

Open SourceMITCLI

Visit PyPI

Overview

3 features

In the Developer Tools space, research-guild-ai takes a focused approach. Manually gathering and citing competitive intelligence data from multiple web sources. research-guild-ai is an open-source project aimed at developers. research-guild-ai is open source under the MIT license. research-guild-ai is available on the command line.

research-guild-ai first shipped in 2026. Among its 3 catalogued features are Competitive Intelligence, Source Citation, and Report Export.

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

Competitive Intelligence
Source Citation
Report Export

Built with & integrations

Runs on

CLI

Trust & compliance

License

MIT

Verified signals

HTTPSOpen Source

Indexing history

What PulseGate has recorded for this listing

Indexed2 Aug · 07:53 UTC
research-guild-ai verified against its public source
Source: PulseGate · Open

Frequently asked questions about research-guild-ai

What does research-guild-ai do?: Manually gathering and citing competitive intelligence data from multiple web sources. It is catalogued under Developer Tools on PulseGate.
Who should use research-guild-ai?: research-guild-ai is an open-source project built for developers.
Does research-guild-ai have a free plan?: Yes — research-guild-ai is open source under the MIT license and free to use.
What platforms does research-guild-ai run on?: research-guild-ai runs on the command line.
Is research-guild-ai still maintained?: Unverified. research-guild-ai has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
What projects are similar to research-guild-ai?: Similar projects tracked by PulseGate include EfficiencyNext Data Connector, CKB, and GITVERSE.EfficiencyNext Data Connector CKB GITVERSE
When did research-guild-ai launch?: research-guild-ai first shipped in 2026.
Is research-guild-ai open source?: Yes — research-guild-ai is open source under the MIT license.

At a glance

Platforms: Cli
Languages: English
License: MIT
First seen: 2 Aug 2026
Built for: developers
Model: Open source
Solves: Manually gathering and citing competitive intelligence data from multiple web sources.

Registered as

PyPI: research-guild-ai

Developer

Manishkarki

Live coverage

Identity confidence: Low · 64
Indexed: 2 Aug 2026
Lifecycle: Alive
First seen: Aug 2026
Last seen: 2 Aug 2026

Identity audit (13)

Slug: research-guild-ai-pypi-org
Lifecycle state recorded: 2 Aug 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 2 Aug 2026
Timeline basis: Indexed-at chronology (no inferred launch/funding milestones).
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: 5 Aug 2026
Canonical URL: https://pypi.org/project/research-guild-ai

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

Also in Developer Tools

Same category — not a similarity match