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marketcalls/openalgo

Open Source Algo Trading Platform for Everyone

Python ◇ ai-agents AGPL-3.0

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★2.7KSTARS

⑂1.3KFORKS

!312ISSUES

🏆#1,600GLOBAL RANK

🔥4DAYS TRENDING

🚀

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Star History

Continuous Observations

Interactive star growth chart for marketcalls/openalgo

Momentum

+68

STARS · LAST 30 DAYS

PER DAY

#226

MOST-STARRED Python

Window	7 days	30 days	90 days
Stars gained	+14	+68	+180
Per day	2	2	2
Forks gained	+6	+26	+64

openalgo gained 68 stars in the last 30 days, about 2 a day, and now has 2.7K. It is about 3 years old and has averaged roughly 912 stars a year. It ranks #226 among Python repositories and #1,600 across all languages on GitHubRepo.

Trending Record

openalgo has maintained a continuous presence across global trending indexes, peaking at #390. Below is the 30-day activity profile:

💡 Overview

openalgo is an open-source project written in Python: Open Source Algo Trading Platform for Everyone.

Engineered for speed, consistency, and developer ease, it solves common hurdles in ai-agents, algorithmic-trading, algotrading. 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

terminal

$ pip install openalgo

$ pip install openalgo # or: brew install openalgo

> pip install openalgo

⚙ System Requirements

Platforms

• macOS
• Linux
• Windows

Runtime & Dependencies

Python >= 3.9, pip, virtualenv

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

openalgo 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 openalgo.

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 openalgo using your package manager: `pip install openalgo`

Initialize your project workspace or configuration file for openalgo.

Import openalgo into your codebase or invoke it directly from your terminal.

Execute your test suite or run `openalgo --help` to verify successful setup.

👍 Strengths

Active community backing with 2,724 GitHub stars and verified adoption.

Permissive open-source distribution under the AGPL-3.0 license.

Built in Python for high execution speed and developer familiarity.

Cross-platform compatibility across modern Linux, macOS, and Windows environments.

Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with Python and modern CLI workflows.

Ecosystem extensions may require manual configuration depending on environment constraints.

Active development roadmap means breaking API changes may occur across major versions.

⇄ Alternatives & Direct Competitors

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👥 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

marketcalls/openalgo is currently ranked #1,600 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

Rank	Repository	Language	Stars	Action
#1,595	redbadger/crux	Rust	★ 2.7K	Compare ↗
#1,596	getnikola/nikola	Python	★ 2.7K	Compare ↗
#1,596	microsoft/clarity	TypeScript	★ 2.7K	Compare ↗
#1,598	Pathoschild/SMAPI	C#	★ 2.7K	Compare ↗
#1,599	sheeki03/tirith	Rust	★ 2.7K	Compare ↗
#1,600	marketcalls/openalgo This Project	Python	★ 2.7K
#1,601	pvolok/dekit	Rust	★ 2.7K	Compare ↗
#1,602	icereed/paperless-gpt	Go	★ 2.7K	Compare ↗
#1,603	szTheory/exifcleaner	TypeScript	★ 2.7K	Compare ↗
#1,603	ray-project/kuberay	Go	★ 2.7K	Compare ↗
#1,603	medplum/medplum	TypeScript	★ 2.7K	Compare ↗

Frequently Asked Questions

What does openalgo do? +

Open Source Algo Trading Platform for Everyone

What language is openalgo written in? +

The primary language is Python. Topics include: ai-agents, algorithmic-trading, algotrading, amibroker, charting-library.

Is openalgo actively maintained? +

Yes, the last recorded push was on Sep 26, 2026 with 312 open issues being tracked.

How many stars does openalgo have? +

openalgo has 2,737 stars and 1,284 forks on GitHub.

How does openalgo rank among GitHub repositories? +

With 2,737 stars, marketcalls/openalgo is ranked #1,600 globally across all repositories tracked on GitHubRepo and #226 among Python projects.

What license is openalgo distributed under? +

The repository reports a AGPL-3.0 license. Always verify the repository LICENSE file for legal terms.

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LinkedIn

Why openalgo is replacing paid subscriptions for engineering teams

Stop paying $50+/month for locked SaaS tools.

Over 2,737 developers have starred marketcalls/openalgo, an impressive Python open-source project designed to Open Source Algo Trading Platform for Everyone.

Key Engineering Advantages:
• 100% Local-First: Complete data privacy with zero tracking or telemetry.
• Zero Subscription Costs: No paywalls, per-seat fees, or API markups.
• Complete Customization: Native open-source architecture you can fork, inspect, and deploy anywhere.
• Proven Adoption: 2,737 GitHub stars and 1,284 forks.

If you're looking to streamline your engineering workflows without ballooning software expenses, this is worth checking out.

👉 Full star velocity and architectural report: https://githubrepo.cloud/repo/marketcalls/openalgo
⭐ GitHub Repository: https://github.com/marketcalls/openalgo

#OpenSource #SoftwareEngineering #DeveloperTools #Tech #Programming #Python

🤖

Reddit (r/opensource, r/webdev, r/selfhosted)

Show r/opensource: openalgo – A free, self-hosted tool that lets you Open Source Algo Trading Platform for Everyone

Hey everyone,

I wanted to share an interesting open-source project called **openalgo** (https://github.com/marketcalls/openalgo) that has been picking up heavy momentum lately (2,737 stars).

### What problem does it solve?
Many existing tools in this domain require expensive cloud plans or store your data on third-party servers. openalgo was built with a local-first philosophy, allowing developers to Open Source Algo Trading Platform for Everyone without recurring subscription costs or privacy compromises.

### Tech Stack & Details:
- **Language:** Python
- **License:** AGPL-3.0
- **GitHub:** [marketcalls/openalgo](https://github.com/marketcalls/openalgo)
- **Live Star Momentum Tracker:** [https://githubrepo.cloud/repo/marketcalls/openalgo](https://githubrepo.cloud/repo/marketcalls/openalgo)

Has anyone here tested this in production or integrated it into existing pipelines? Would love to hear your experience and feedback!

🟧

Hacker News (Show HN)

Show HN: openalgo – Open Source Algo Trading Platform for Everyone

Hi HN,

openalgo is an open-source Python project designed to Open Source Algo Trading Platform for Everyone.

Rather than relying on closed cloud endpoints, it executes locally on your own machine, providing predictable latency, total privacy, and full control.

Repository: https://github.com/marketcalls/openalgo
Documentation & Metrics: https://githubrepo.cloud/repo/marketcalls/openalgo

Feedback and PRs are welcome.

✍️

Dev.to / Hashnode Tags: opensource, python, devtools, webdev

This GitHub repo replaces a $50 a month tool! Stop paying expensive software subscriptions. Meet openalgo (2,737 GitHub Stars)

---
title: This GitHub repo replaces a $50 a month tool! Stop paying expensive software subscriptions. Meet openalgo
published: true
tags: opensource, python, devtools, programming
---

## Stop Paying Software Subscriptions For This

Finding high-quality, production-ready open source alternatives to expensive proprietary software can save engineering teams thousands of dollars every year.

Today, we're looking at **[marketcalls/openalgo](https://github.com/marketcalls/openalgo)**, a rapidly rising repository with **2,737 GitHub stars** and **1,284 forks**.

### What is openalgo?

> Open Source Algo Trading Platform for Everyone

Written in **Python**, openalgo runs directly on your local workstation or private server, keeping your data secure and eliminating recurring license fees.

### Key Highlights
- **High Performance:** Lightweight, reliable, and built in Python.
- **Privacy & Security:** Complete ownership of your environment and data.
- **Growing Momentum:** Ranked **#1,600** globally across tracked repositories on [GitHubRepo](https://githubrepo.cloud/repo/marketcalls/openalgo).

### Quick Start
To get started locally:

```bash
git clone https://github.com/marketcalls/openalgo.git
cd openalgo
```

Check out the full repository and star history analytics here:
- **GitHub:** [marketcalls/openalgo](https://github.com/marketcalls/openalgo)
- **Star Velocity Tracker:** [openalgo on GitHubRepo.cloud](https://githubrepo.cloud/repo/marketcalls/openalgo)

𝕏

X / Twitter Communities

Thread / Community Post for openalgo

Developers are sleeping on this GitHub repo 👇

marketcalls/openalgo (2,737 ⭐) replaces expensive monthly software subscriptions with 100% free open source code.

⚡ What it does: Open Source Algo Trading Platform for Everyone
💻 Built with: Python
🔒 100% local execution & privacy

Check live star velocity and benchmarks:
https://githubrepo.cloud/repo/marketcalls/openalgo

#opensource #developer #coding #tech #programming

🧵

Threads Topics

Topic Discussion: Open Source & Developer Tools

This GitHub repo replaces a $50/month tool! 🚀

If you want to save hours of manual work and stop paying subscriptions, check out marketcalls/openalgo.

It already has over 2,737 stars and lets you Open Source Algo Trading Platform for Everyone.

Drop a comment if you've tried it, or check the full star momentum report:
https://githubrepo.cloud/repo/marketcalls/openalgo

From our network

marketcalls/openalgo

Star History

Momentum

Trending Record

💡 Overview

⚡ Key Features

📥 Installation

⚙ System Requirements

Platforms

Runtime & Dependencies

Architecture

🧠 How It Works

🎯 Production Use Cases

Autonomous AI Agents

Model Inference & Prompting

Context Memory & RAG

Developer Productivity

🚀 Getting Started

👍 Strengths

⚠️ Considerations

⇄ Alternatives & Direct Competitors

👥 Who Should Use This

🏆 Nearby in the Rankings

Frequently Asked Questions

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