aerovato/operator-memory
The self-improving context engine for coding agents.
⚡ Executive Summary & Quick Facts
Authoritative Sourceoperator-memory is operator-memory is an open-source project written in TypeScript: The self-improving context engine for coding agents.. It provides a free, self-hosted open-source alternative to OpenAI API & ChatGPT.
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), aerovato/operator-memory has accumulated 493 GitHub stars and 20 forks. It is written in TypeScript, licensed under BSD-3-Clause, and ranks #12,429 globally. It is actively maintained with the latest commit recorded on Nov 3, 2026.”
| Repository | aerovato/operator-memory ↗ |
|---|---|
| Primary Category | agent |
| Language & Stack | TypeScript |
| Software License | BSD-3-Clause |
| Community Traction | ★ 493 stars · ⑂ 20 forks · #12,429 globally |
| Maintenance | ● Active (Last commit: Nov 3, 2026) · 2 open issues |
| Replaces SaaS | Open Source OpenAI API & ChatGPT Alternative (Pay-per-token pricing with zero private data guarantees) → |
| Target Audience | Developers and engineering teams building with TypeScript, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 93/100 · Grade A+Yes, operator-memory is actively maintained. Continuous telemetry recorded the last code commit on Nov 3, 2026 (10 days ago). Supported by 493 stars and 20 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+12
STARS · LAST 30 DAYS
1
PER DAY
#1,486
MOST-STARRED TypeScript
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +12 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
operator-memory gained 12 stars in the last 30 days, about 1 a day, and now has 493. It is about 1 year old and has averaged roughly 493 stars a year. It ranks #1,486 among TypeScript repositories and #12,429 across all languages on GitHubRepo.
Trending Record
7
DAYS ON TRENDING
#13366
BEST RANK
Nov 3, 2026
FIRST APPEARANCE
Active
STATUS TODAY
operator-memory has maintained a continuous presence across global trending indexes, peaking at #13366. Below is the 30-day activity profile:
💡 Overview
operator-memory is an open-source project written in TypeScript: The self-improving context engine for coding agents.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agent, agent-memory, ai. 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 TypeScript 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
$ npm install operator-memory⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Node.js >= 18, npm, pnpm or bun
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
operator-memory coordinates its core functionality through a modular TypeScript 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 operator-memory.
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 operator-memory using your package manager: `npm install operator-memory`
Initialize your project workspace or configuration file for operator-memory.
Import operator-memory into your codebase or invoke it directly from your terminal.
Execute your test suite or run `operator-memory --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with TypeScript, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
aerovato/operator-memory is currently ranked #12,429 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #12,413 | ionos-cloud/cluster-api-provider-proxmox | Go | ★ 494 | Compare ↗ |
| #12,413 | Aran404/SpotAPI | Python | ★ 494 | Compare ↗ |
| #12,413 | aa-proxy/aa-proxy-rs | Rust | ★ 494 | Compare ↗ |
| #12,413 | skizzophrenic/SquachWatch-CYD | C++ | ★ 494 | Compare ↗ |
| #12,413 | LTSharpe/OblivionRemasteredPerformanceFix | C++ | ★ 494 | Compare ↗ |
| #12,429 | aerovato/operator-memory This Project | TypeScript | ★ 493 | |
| #12,429 | lericson/pylibmc | C | ★ 493 | Compare ↗ |
| #12,429 | dmcquay/node-apac | JavaScript | ★ 493 | Compare ↗ |
| #12,429 | ekylibre/ekylibre | Ruby | ★ 493 | Compare ↗ |
| #12,429 | mapequation/infomap | C++ | ★ 493 | Compare ↗ |
| #12,429 | dry-rb/dry-schema | Ruby | ★ 493 | Compare ↗ |
Frequently Asked Questions
What does operator-memory do? +
The self-improving context engine for coding agents.
Is operator-memory actively maintained in 2026? +
Yes, operator-memory is actively maintained. The latest code push was recorded on Nov 3, 2026 (10 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 493 stars and 2 open issues.
What language is operator-memory written in? +
The primary language is TypeScript. Topics include: agent, agent-memory, ai, chatgpt, claude.
How many stars does operator-memory have? +
operator-memory has 493 stars and 20 forks on GitHub.
How does operator-memory rank among GitHub repositories? +
With 493 stars, aerovato/operator-memory is ranked #12,429 globally across all repositories tracked on GitHubRepo and #1,486 among TypeScript projects.
What license is operator-memory distributed under? +
The repository reports a BSD-3-Clause license. Always verify the repository LICENSE file for legal terms.
