omnirexflora-labs/omnicoreagent
Open Python agent runtime and harness for production AI applications, with an SDK for governed tools, durable runs, sandboxes, budgets, execution evidence, and evaluation integrations.
Star History
Momentum
+10
STARS · LAST 30 DAYS
1
PER DAY
#566
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 |
omnicoreagent gained 10 stars in the last 30 days, about 1 a day, and now has 247. It is about 2 years old and has averaged roughly 124 stars a year. It ranks #566 among Python repositories and #4,815 across all languages on GitHubRepo.
Trending Record
5
DAYS ON TRENDING
#1882
BEST RANK
Sep 24, 2026
FIRST APPEARANCE
Active
STATUS TODAY
omnicoreagent has maintained a continuous presence across global trending indexes, peaking at #1882. Below is the 30-day activity profile:
💡 Overview
omnicoreagent is an open-source project written in Python: Open Python agent harness for production AI apps: tools, MCP, memory, workspace, telemetry, subagents, background tasks, and OmniServe APIs.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agent, agent-harness, ai-agents. 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 omnicoreagent⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
omnicoreagent 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
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with omnicoreagent.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install omnicoreagent using your package manager: `pip install omnicoreagent`
Initialize your project workspace or configuration file for omnicoreagent.
Import omnicoreagent into your codebase or invoke it directly from your terminal.
Execute your test suite or run `omnicoreagent --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
omnirexflora-labs/omnicoreagent is currently ranked #4,815 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #4,804 | Divkix/Alita_Robot | Go | ★ 248 | Compare ↗ |
| #4,804 | doms9/iptv | Python | ★ 248 | Compare ↗ |
| #4,804 | DenserMeerkat/June | Kotlin | ★ 248 | Compare ↗ |
| #4,804 | danjdewhurst/story-skills | JavaScript | ★ 248 | Compare ↗ |
| #4,804 | rezigned/upmd | Rust | ★ 248 | Compare ↗ |
| #4,815 | omnirexflora-labs/omnicoreagent This Project | Python | ★ 247 | |
| #4,815 | pasqal-io/Pulser | Python | ★ 247 | Compare ↗ |
| #4,815 | templatus/templatus-hotwire | Ruby | ★ 247 | Compare ↗ |
| #4,815 | aoya111/Telegami | Kotlin | ★ 247 | Compare ↗ |
| #4,815 | gcstr/dockform | Go | ★ 247 | Compare ↗ |
| #4,815 | assafelovic/skyll | Python | ★ 247 | Compare ↗ |
Frequently Asked Questions
What does omnicoreagent do? +
Open Python agent runtime and harness for production AI applications, with an SDK for governed tools, durable runs, sandboxes, budgets, execution evidence, and evaluation integrations.
What language is omnicoreagent written in? +
The primary language is Python. Topics include: agent, agent-harness, ai-agents, background-tasks, fastapi.
Is omnicoreagent actively maintained? +
Yes, the last recorded push was on Sep 27, 2026 with 2 open issues being tracked.
How many stars does omnicoreagent have? +
omnicoreagent has 247 stars and 58 forks on GitHub.
How does omnicoreagent rank among GitHub repositories? +
With 247 stars, omnirexflora-labs/omnicoreagent is ranked #4,815 globally across all repositories tracked on GitHubRepo and #566 among Python projects.
What license is omnicoreagent distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
