Pranjal2041/swarmchat
Open-source Slack for your AI agent swarm
⚡ Executive Summary & Quick Facts
Authoritative Sourceswarmchat is swarmchat is an open-source project written in Python: Open-source Slack for your AI agent swarm..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), Pranjal2041/swarmchat has accumulated 125 GitHub stars and 17 forks. It is written in Python, licensed under MIT, and ranks #22,345 globally. It is actively maintained with the latest commit recorded on Nov 5, 2026.”
| Repository | Pranjal2041/swarmchat ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 125 stars · ⑂ 17 forks · #22,345 globally |
| Maintenance | ● Active (Last commit: Nov 5, 2026) · 0 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 93/100 · Grade A+Yes, swarmchat is actively maintained. Continuous telemetry recorded the last code commit on Nov 5, 2026 (4 days ago). Supported by 125 stars and 17 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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[](https://githubrepo.cloud/repo/Pranjal2041/swarmchat?utm_source=readme_chart)Compact badges for your README header. Real-time stars, velocity, health audit, and rank.
[](https://githubrepo.cloud/repo/Pranjal2041/swarmchat?utm_source=readme_badge) [](https://githubrepo.cloud/repo/Pranjal2041/swarmchat?utm_source=readme_badge) [](https://githubrepo.cloud/repo/Pranjal2041/swarmchat?utm_source=readme_badge) [](https://githubrepo.cloud/repo/Pranjal2041/swarmchat?utm_source=readme_badge) [](https://githubrepo.cloud/repo/Pranjal2041/swarmchat?utm_source=readme_badge)Momentum
+10
STARS · LAST 30 DAYS
1
PER DAY
#2,986
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
swarmchat gained 10 stars in the last 30 days, about 1 a day, and now has 125. It is about 1 year old and has averaged roughly 125 stars a year. It ranks #2,986 among Python repositories and #22,345 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#21335
BEST RANK
Nov 8, 2026
FIRST APPEARANCE
Active
STATUS TODAY
swarmchat has maintained a continuous presence across global trending indexes, peaking at #21335. Below is the 30-day activity profile:
💡 Overview
swarmchat is an open-source project written in Python: Open-source Slack for your AI agent swarm.
Engineered for speed, consistency, and developer ease, it solves common hurdles in Python. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install swarmchat⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
swarmchat coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Production System Integration
Embed swarmchat into Python backend services to handle core application logic.
CI/CD Automated Pipelines
Run automated validation, builds, and integration suites during deployments.
Developer Tooling & Workflows
Accelerate developer onboarding with pre-configured project utilities.
Open Source Extension
Fork and customize internal modules under the repository's open MIT license.
🚀 Getting Started
Install swarmchat using your package manager: `pip install swarmchat`
Initialize your project workspace or configuration file for swarmchat.
Import swarmchat into your codebase or invoke it directly from your terminal.
Execute your test suite or run `swarmchat --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
Pranjal2041/swarmchat is currently ranked #22,345 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #22,253 | StopBanning/toaster | JavaScript | ★ 126 | Compare ↗ |
| #22,253 | BlaiseLabs/procedural-almanac | JavaScript | ★ 126 | Compare ↗ |
| #22,253 | markklab1903d9/CS2-FPS-Optimizer-Performance-Boost-Lag-Fix-Tool-2026 | Python | ★ 126 | Compare ↗ |
| #22,253 | inclusionAI/IDM | Python | ★ 126 | Compare ↗ |
| #22,253 | maluramichael/awesome-reverse-engineer-anything | Python | ★ 126 | Compare ↗ |
| #22,345 | Pranjal2041/swarmchat This Project | Python | ★ 125 | |
| #22,345 | tog/tog | Ruby | ★ 125 | Compare ↗ |
| #22,345 | dokterbob/django-agenda | Python | ★ 125 | Compare ↗ |
| #22,345 | ciren/cilib | Scala | ★ 125 | Compare ↗ |
| #22,345 | tapajos/highrise | Ruby | ★ 125 | Compare ↗ |
| #22,345 | garethr/django-project-templates | Python | ★ 125 | Compare ↗ |
Frequently Asked Questions
What does swarmchat do? +
Open-source Slack for your AI agent swarm
Is swarmchat actively maintained in 2026? +
Yes, swarmchat is actively maintained. The latest code push was recorded on Nov 5, 2026 (4 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 125 stars and 0 open issues.
What language is swarmchat written in? +
The primary language is Python. Topics include: software.
How many stars does swarmchat have? +
swarmchat has 125 stars and 17 forks on GitHub.
How does swarmchat rank among GitHub repositories? +
With 125 stars, Pranjal2041/swarmchat is ranked #22,345 globally across all repositories tracked on GitHubRepo and #2,986 among Python projects.
What license is swarmchat distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
