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ioc-project/mas-lab

Specification-driven multi-agent systems with OpenTelemetry observability, agent traces, benchmarking, MCP, and A2A.

#AI agent
Visit GitHub
Python
65
13
9 contributors
Apache License 2.0
website
FeaturedAdvertise to 180K+ monthly visitors
Omnigraph

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

Busbar

Control what AI can do before it acts

Websitebench

Can AI agents reverse-engineer real websites?

Bifrost

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

Momentum

How fast ioc-project/mas-lab 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

Oct 30 – Nov 15, 2026

Stars +15 in 17 days

0510
7

Forks +4 in 17 days

01
1

Merged PRs 31 in 17 days

0246
5

Trendshift Trendingwhere the repository ranked each day it made the top 25

Not in the Trendshift top 25 in this period

Oct 30Nov 2Nov 5Nov 8Nov 11Nov 14
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRs
Fri, Oct 30, 2026+0+02
Sat, Oct 31, 2026+0+00
Sun, Nov 1, 2026+0+00
Mon, Nov 2, 2026+1+03
Tue, Nov 3, 2026+1+11
Wed, Nov 4, 2026+7+15
Thu, Nov 5, 2026+3+14
Fri, Nov 6, 2026+1+01
Sat, Nov 7, 2026+0+01
Sun, Nov 8, 2026+0+00
Mon, Nov 9, 2026+1+03
Tue, Nov 10, 2026+0+00
Wed, Nov 11, 2026+0+10
Thu, Nov 12, 2026+0+05
Fri, Nov 13, 2026+0+05
Sat, Nov 14, 2026+1+01
Sun, Nov 15, 2026+0+00
Total+15+431
  • 1#1 on the list
  • 7Rank that day
  • Not trending

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