Agent memory: long-term memory & agent memory handoff. Claude Code & Codex.
⚡ Executive Summary & Quick Facts
Authoritative Sourcepowercontext is powercontext is an open-source project written in Python: Agent memory: long-term memory & agent memory handoff. Claude Code & Codex..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), oceanbase/powercontext has accumulated 1,557 GitHub stars and 627 forks. It is written in Python, licensed under Apache-2.0, and ranks #6,582 globally. It is actively maintained with the latest commit recorded on Nov 9, 2026.”
| Repository | oceanbase/powercontext ↗ |
|---|---|
| Primary Category | agent |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 1.6K stars · ⑂ 627 forks · #6,582 globally |
| Maintenance | ● Active (Last commit: Nov 9, 2026) · 142 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 97/100 · Grade A+Yes, powercontext is actively maintained. Continuous telemetry recorded the last code commit on Nov 9, 2026 (3 days ago). Supported by 1,557 stars and 627 community forks, this repository holds a calculated health index of 97/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+39
STARS · LAST 30 DAYS
1
PER DAY
#953
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +39 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +3 | +13 | +31 |
powercontext gained 39 stars in the last 30 days, about 1 a day, and now has 1.6K. It is about 1 year old and has averaged roughly 1.6K stars a year. It ranks #953 among Python repositories and #6,582 across all languages on GitHubRepo.
Trending Record
4
DAYS ON TRENDING
#11055
BEST RANK
Nov 9, 2026
FIRST APPEARANCE
Active
STATUS TODAY
powercontext has maintained a continuous presence across global trending indexes, peaking at #11055. Below is the 30-day activity profile:
💡 Overview
powercontext is an open-source project written in Python: Agent memory: long-term memory & agent memory handoff. Claude Code & Codex.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agent, agent-context, agent-memory. 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 powercontext⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
powercontext 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 powercontext.
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 powercontext using your package manager: `pip install powercontext`
Initialize your project workspace or configuration file for powercontext.
Import powercontext into your codebase or invoke it directly from your terminal.
Execute your test suite or run `powercontext --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
oceanbase/powercontext is currently ranked #6,582 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #6,575 | Muesli-HQ/muesli | Swift | ★ 1.6K | Compare ↗ |
| #6,578 | Finb/V2ex-Swift | Swift | ★ 1.6K | Compare ↗ |
| #6,578 | knative/eventing | Go | ★ 1.6K | Compare ↗ |
| #6,578 | openshift/installer | Go | ★ 1.6K | Compare ↗ |
| #6,578 | Redocly/redocly-cli | TypeScript | ★ 1.6K | Compare ↗ |
| #6,582 | oceanbase/powercontext This Project | Python | ★ 1.6K | |
| #6,582 | Automattic/simplenote-macos | Swift | ★ 1.6K | Compare ↗ |
| #6,584 | ilyakatz/data-migrate | Ruby | ★ 1.6K | Compare ↗ |
| #6,584 | RailsEventStore/rails_event_store | Ruby | ★ 1.6K | Compare ↗ |
| #6,584 | consuldemocracy/consuldemocracy | Ruby | ★ 1.6K | Compare ↗ |
| #6,584 | nestjs/graphql | TypeScript | ★ 1.6K | Compare ↗ |
Frequently Asked Questions
What does powercontext do? +
Agent memory: long-term memory & agent memory handoff. Claude Code & Codex.
Is powercontext actively maintained in 2026? +
Yes, powercontext is actively maintained. The latest code push was recorded on Nov 9, 2026 (3 days ago). It holds a calculated Maintenance Health Score of 97/100 (A+ rating) with 1,557 stars and 142 open issues.
What language is powercontext written in? +
The primary language is Python. Topics include: agent, agent-context, agent-memory, ai-memory, claude-code.
How many stars does powercontext have? +
powercontext has 1,557 stars and 627 forks on GitHub.
How does powercontext rank among GitHub repositories? +
With 1,557 stars, oceanbase/powercontext is ranked #6,582 globally across all repositories tracked on GitHubRepo and #953 among Python projects.
What license is powercontext distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
