Java · open-source evidence
Java repositories using AI coding agents.
Across 2,855 cataloged Java repositories, qmmit considered 402,401 commits and detected 25,834 agent-attributed commits—a 6.4% aggregate floor for this catalog slice.
Java AI coding adoptionFixed-window commit evidence with repository-level denominators.
Repository evidence
Java projects with the most detected agent commits.
Only observations with at least 100 considered commits appear here. This orders detected evidence; it does not score project quality.
- Detected AI share
- 23.5%
- agent commits
- 4,111
- Commits considered
- 17,519
CATALOG #9,115MEASURED
apache/camel
Apache Camel is an open source integration framework with 350+ connectors. Write routes in Java, YAML, or XML. Run on Spring Boot, Quarkus, or standalone. Apache License 2.0.
- Detected AI share
- 48.4%
- agent commits
- 1,637
- Commits considered
- 3,383
CATALOG #4,248MEASURED
StarRocks/starrocks
The world's fastest open query engine for sub-second analytics both on and off the data lakehouse. With the flexibility to support nearly any scenario, StarRocks provides best-in-class performance for multi-dimensional analytics, real-time analytics, and ad-hoc queries. A Linux Foundation project.
- Detected AI share
- 31.3%
- agent commits
- 999
- Commits considered
- 3,195
- Detected AI share
- 81.9%
- agent commits
- 869
- Commits considered
- 1,061
CATALOG #42,544MEASURED
objectionary/eo
EOLANG, an Experimental Pure Object-Oriented Programming Language Based on 𝜑-Calculus
- Detected AI share
- 18.3%
- agent commits
- 611
- Commits considered
- 3,342
CATALOG #33,027MEASURED
codenameone/CodenameOne
Open-source framework for native apps from one Java codebase, with a custom-rendered UI you control across iOS, Android, desktop, web, and watches.
- Detected AI share
- 49.7%
- agent commits
- 606
- Commits considered
- 1,219
CATALOG #9,979MEASURED
microsoft/typespec
Measured Git commit evidence for the microsoft/typespec repository.
- Detected AI share
- 54.7%
- agent commits
- 592
- Commits considered
- 1,083
CATALOG #9,953MEASURED
bethington/ghidra-mcp
Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforcement, batch operations, Ghidra Server integration, and Docker deployment.
- Detected AI share
- 67.8%
- agent commits
- 555
- Commits considered
- 818
CATALOG #5,057MEASURED
github/copilot-sdk
Multi-platform SDK for integrating GitHub Copilot Agent into apps and services
- Detected AI share
- 65%
- agent commits
- 535
- Commits considered
- 823
CATALOG #25,435MEASURED
metasfresh/metasfresh
We do Open Source ERP - Fast, Flexible & Free Software to scale your Business.
- Detected AI share
- 23.2%
- agent commits
- 503
- Commits considered
- 2,171
- Detected AI share
- 85%
- agent commits
- 489
- Commits considered
- 575
CATALOG #46,809MEASURED
spiculedata/saiku
Open-source semantic layer: one cube for Excel (MDX/XMLA), dashboards, and AI agents (MCP). Mondrian + Apache Calcite.
- Detected AI share
- 30.8%
- agent commits
- 446
- Commits considered
- 1,446
CATALOG #37,185MEASURED
aklivity/zilla
🦎 A lightweight, streaming-native, multi-protocol gateway for AI, APIs, and real-time data. Route LLM requests across providers, govern MCP tools, and connect Kafka, MQTT, and HTTP through one high-performance engine with shared security and observability.
- Detected AI share
- 76.1%
- agent commits
- 424
- Commits considered
- 557
CATALOG #26,216MEASURED
plutext/docx4j
JAXB-based Java library for Word docx, Powerpoint pptx, and Excel xlsx files
- Detected AI share
- 76.1%
- agent commits
- 418
- Commits considered
- 549
- Detected AI share
- 56%
- agent commits
- 379
- Commits considered
- 677
CATALOG #23,552MEASURED
open-telemetry/opentelemetry-java-instrumentation
OpenTelemetry auto-instrumentation and instrumentation libraries for Java
- Detected AI share
- 27.9%
- agent commits
- 373
- Commits considered
- 1,335
CATALOG #24,418MEASURED
Azure/azure-sdk-for-java
This repository is for active development of the Azure SDK for Java. For consumers of the SDK we recommend visiting our public developer docs at https://docs.microsoft.com/java/azure/ or our versioned developer docs at https://azure.github.io/azure-sdk-for-java.
- Detected AI share
- 28.8%
- agent commits
- 320
- Commits considered
- 1,110
CATALOG #1,225MEASURED
opendataloader-project/opendataloader-pdf
PDF Parser for AI-ready data. Automate PDF accessibility. Open-source.
- Detected AI share
- 63%
- agent commits
- 317
- Commits considered
- 503
- Detected AI share
- 27%
- agent commits
- 312
- Commits considered
- 1,157
- Detected AI share
- 12.9%
- agent commits
- 281
- Commits considered
- 2,177
CATALOG #40,899MEASURED
akto-api-security/akto
Akto is the fastest growing AI Security platform for your teams to secure AI agents, MCPs, LLMs, Agent skills, Gen AI apps in your organization.
- Detected AI share
- 8.8%
- agent commits
- 273
- Commits considered
- 3,119
- Detected AI share
- 29.7%
- agent commits
- 242
- Commits considered
- 815
CATALOG #21,945MEASURED
Card-Forge/forge
An unofficial rules engine for the world's greatest card game.
- Detected AI share
- 12.1%
- agent commits
- 234
- Commits considered
- 1,938
CATALOG #23,161MEASURED
TrackerControl/tracker-control-android
TrackerControl Android: monitor and control trackers and ads.
- Detected AI share
- 36.1%
- agent commits
- 219
- Commits considered
- 607
Use this ecosystem view carefully
GitHub language classification is a repository-level snapshot, while the detector reads commit metadata. The aggregate is descriptive of this catalog slice and is not the published benchmark.