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parruda/swarm

Ruby gems for general-purpose AI agent systems: automation, research, data processing, customer support, content creation. SwarmSDK provides single-process orchestration, persistent memory with semantic search, node workflows, and hooks. SwarmMemory/SwarmCLI included. Claude Swarm v1 for dev teams.

Visit GitHub
Ruby
1.7k
125
15 contributors
FeaturedAdvertise to 180K+ monthly visitors
Websitebench

Can AI agents reverse-engineer real websites?

Bifrost

Fastest Enterprise AI Gateway for Routing, Governing, and Securing all your AI Traffic

Busbar

Control what AI can do before it acts

Omnigraph

Versioned graph database on object storage. Git-style workflows and multimodal retrieval

Momentum

How fast parruda/swarm is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

May 2025 – Nov 2026

Stars +1,717 in 19 months

0200400600
483

Forks +125 in 19 months

02040
32

Merged PRs 108 in 19 months

0204060
42

Trendshift Trendingthe best rank each month, on any day it made the top 25

Top 25 in Ruby

1511261547111917
May 2025Aug 2025Nov 2025Feb 2026May 2026Aug 2026Nov 2026
The left and right arrow keys step from month to month; Home and End go to the first and the last

Stars, forks, merged pull requests and best Trendshift Trending rank, by month
MonthStars gainedForks gainedMerged PRsRuby
May 2025+7+00Best #15 · 1 day
June 2025+339+2211Best #1 · 21 days
July 2025+483+3242Best #1 · 28 days
August 2025+260+185Best #2 · 18 days
September 2025+141+198Best #6 · 11 days
October 2025+183+1221Best #1 · 15 days
November 2025+66+717Best #5 · 4 days
December 2025+50+21Best #4 · 2 days
January 2026+57+13Best #7 · 4 days
February 2026+59+40Best #11 · 2 days
March 2026+38+40Best #19 · 1 day
April 2026+24+30Not trending
May 2026+10+10Best #17 · 1 day
June 2026+0+00Not trending
July 2026+0+00Not trending
August 2026+0+00Not trending
September 2026+0+00Not trending
October 2026+0+00Not trending
November 2026+0+00Not trending
Total+1,717+125108
  • 1#1 on the list
  • 7Best rank that month
  • Not trending
MIT License
AchievementsView all →
  • 1

GitHub trending history

Where the repository ranked on GitHub Trending, one dot for each day it was on a list

Ruby

Aug 26, 2025 – Feb 3, 2026#1 on 2 days

#1#5#10#15#20#25
Top 10
Sep 2025OctNovDecJan 2026Feb
The left and right arrow keys step from day to day; Home and End go to the first and the last

Achievements

Trendshift snapshots GitHub's daily Trending list and runs its own trending list

GitHub Trending

parruda/swarm has been featured on GitHub Trending, first reaching #1 on Sep 14, 2025

parruda/swarm

Trendshift Trending

parruda/swarm has trended on Trendshift's daily, weekly, monthly and yearly list

Daily

First achieved on 1st, Jun 2025 for Ruby

#1 Ruby Repository Of The Day

Weekly

First achieved in Week 27, 2025 for Ruby

#1 Ruby Repository Of The Week

Monthly

First achieved in June 2025 for Ruby

#3 Ruby Repository Of The Month

Yearly

First achieved in 2025 for Ruby

#24 Ruby Repository Of The Year

First achieved on 1st, Jun 2025 for Ruby

#1 Ruby Repository Of The Day

First achieved in Week 27, 2025 for Ruby

#1 Ruby Repository Of The Week

First achieved in June 2025 for Ruby

#3 Ruby Repository Of The Month

First achieved in 2025 for Ruby

#24 Ruby Repository Of The Year