Soup-ai focuses on routing and injecting relevant agent skills into LLM calls for efficient task execution. It is catalogued under Autonomous agents & workflows on PulseGate.

Who should use soup-ai?

soup-ai is an open-source project built for developers building LLM-based agent systems.

Does soup-ai have a free plan?

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

What platforms does soup-ai run on?

soup-ai runs on the command line. It can also be self-hosted.

Is soup-ai still maintained?

The GitHub repository shows 9 commits in the last 90 days.

What are alternatives to soup-ai?

Similar projects tracked by PulseGate include chitta-bridge, Bosun, and falcon-limitless-agent.

Is soup-ai open source?

Yes — soup-ai is open source under the MIT license, developed on GitHub.

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soup-ai

PyPIInfrastructure

soup-ai is an open-source CLI tool that routes agent skills for LLMs using deterministic BM25 routing. It allows developers to define and inject relevant skills into each call, improving efficiency and compliance in agent-based systems.

Open SourceMITCLISelf-hosted

Visit PyPI

2stars

4features

2026since

Overview

4 features

In the Autonomous agents & workflows space, soup-ai takes a focused approach. It focuses on routing and injecting relevant agent skills into LLM calls for efficient task execution. soup-ai is an open-source project aimed at developers building LLM-based agent systems. soup-ai is open source under the MIT license. soup-ai is available on the command line, and it can be self-hosted.

soup-ai first shipped in 2026. The project is developed in the open on GitHub with 9 commits in the last 90 days. Among its 4 catalogued features are agent skills routing, BM25 routing, and LLM integration.

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

Agent skills routing
BM25 routing
LLM integration
Skill injection

Built with & integrations

Runs on

CLISelf-hosted

Trust & compliance

License

MIT

Verified signals

HTTPSOpen SourceFree tierGitHub · ★ 2Active maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed7 Jul · 13:06 UTC
soup-ai verified against its public source
Source: PulseGate · Open

Frequently asked questions about soup-ai

What is soup-ai?: Soup-ai focuses on routing and injecting relevant agent skills into LLM calls for efficient task execution. It is catalogued under Autonomous agents & workflows on PulseGate.
Who should use soup-ai?: soup-ai is an open-source project built for developers building LLM-based agent systems.
Does soup-ai have a free plan?: Yes — soup-ai is open source under the MIT license and free to use.
What platforms does soup-ai run on?: soup-ai runs on the command line. It can also be self-hosted.
Is soup-ai still maintained?: The GitHub repository shows 9 commits in the last 90 days.
What are alternatives to soup-ai?: Similar projects tracked by PulseGate include chitta-bridge, Bosun, and falcon-limitless-agent.chitta-bridge Bosun falcon-limitless-agent
How long has soup-ai been around?: soup-ai first shipped in 2026.
Is soup-ai open source?: Yes — soup-ai is open source under the MIT license, developed on GitHub.

At a glance

Platforms: Cli
Languages: English
Open source: Yes · ★ 2
License: MIT
First seen: 7 Jul 2026
Built for: developers building LLM-based agent systems
Model: Open source
Solves: Routing and injecting relevant agent skills into LLM calls for efficient task execution.

Registered as

GitHub: southwind-ai/soup
PyPI: soup-ai

Developer

Southwindai

Solo developer

GitHub

Open source

View on GitHub

Stars: 2
Forks: 0
Open issues: 2
Last commit: 7 Jul 2026
Commits 90d: 9
Contributors: 1
Authorship: Solo
Default branch: main

Live coverage

Identity confidence: Low · 64
Indexed: 7 Jul 2026
Lifecycle: Unverified
First seen: Jul 2026
Last seen: 7 Jul 2026

Identity audit (12)

Slug: soup-ai-pypi-org
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 7 Jul 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: 7 Jul 2026
Canonical URL: https://pypi.org/project/soup-ai

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