Local-first semantic memory for AI assistants — one store your preferences, decisions and gotchas follow you into, across Claude Code, Codex, Cursor and Zed.
⚡ Executive Summary & Quick Facts
Authoritative Sourcelinggen-memory is linggen-memory is an open-source project written in Rust: Local-first semantic memory for AI assistants — one store your preferences, decisions and gotchas follow you into, across Claude Code, Codex, Cursor and Zed..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), linggen/linggen-memory has accumulated 111 GitHub stars and 6 forks. It is written in Rust, licensed under MIT, and ranks #25,379 globally. It is actively maintained with the latest commit recorded on Nov 10, 2026.”
| Repository | linggen/linggen-memory ↗ |
|---|---|
| Primary Category | agent memory |
| Language & Stack | Rust |
| Software License | MIT |
| Community Traction | ★ 111 stars · ⑂ 6 forks · #25,379 globally |
| Maintenance | ● Active (Last commit: Nov 10, 2026) · 0 open issues |
| Target Audience | Developers and engineering teams building with Rust, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 93/100 · Grade A+Yes, linggen-memory is actively maintained. Continuous telemetry recorded the last code commit on Nov 10, 2026 (2 days ago). Supported by 111 stars and 6 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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+10
STARS · LAST 30 DAYS
1
PER DAY
#2,350
MOST-STARRED Rust
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
linggen-memory gained 10 stars in the last 30 days, about 1 a day, and now has 111. It is about 1 year old and has averaged roughly 111 stars a year. It ranks #2,350 among Rust repositories and #25,379 across all languages on GitHubRepo.
Trending Record
3
DAYS ON TRENDING
#23130
BEST RANK
Nov 10, 2026
FIRST APPEARANCE
Active
STATUS TODAY
linggen-memory has maintained a continuous presence across global trending indexes, peaking at #23130. Below is the 30-day activity profile:
💡 Overview
linggen-memory is an open-source project written in Rust: Local-first semantic memory for AI assistants — one store your preferences, decisions and gotchas follow you into, across Claude Code, Codex, Cursor and Zed.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agent-memory, ai, ai-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 Rust 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
$ cargo install linggen-memory⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Rust toolchain (rustc / cargo >= 1.70)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
linggen-memory coordinates its core functionality through a modular Rust 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 linggen-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 linggen-memory using your package manager: `cargo install linggen-memory`
Initialize your project workspace or configuration file for linggen-memory.
Import linggen-memory into your codebase or invoke it directly from your terminal.
Execute your test suite or run `linggen-memory --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Rust, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
linggen/linggen-memory is currently ranked #25,379 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #25,269 | SivaSaiKrishnaSuryadevara/docker-ci-gatekeeper | Python | ★ 112 | Compare ↗ |
| #25,269 | a-funk/open-appleremote | Python | ★ 112 | Compare ↗ |
| #25,269 | SAMS0N1TE/lr2021-sdr | Python | ★ 112 | Compare ↗ |
| #25,269 | SkyeShade/HellForge | C# | ★ 112 | Compare ↗ |
| #25,269 | sdparklab/Voltide | C# | ★ 112 | Compare ↗ |
| #25,379 | linggen/linggen-memory This Project | Rust | ★ 111 | |
| #25,379 | blackwinter-attic/wirble | Ruby | ★ 111 | Compare ↗ |
| #25,379 | ledger/cl-ledger | Common Lisp | ★ 111 | Compare ↗ |
| #25,379 | vidarh/diagram-tools | XSLT | ★ 111 | Compare ↗ |
| #25,379 | rubyritas/ach | Ruby | ★ 111 | Compare ↗ |
| #25,379 | simplegeo/libgeohash | C | ★ 111 | Compare ↗ |
Frequently Asked Questions
What does linggen-memory do? +
Local-first semantic memory for AI assistants — one store your preferences, decisions and gotchas follow you into, across Claude Code, Codex, Cursor and Zed.
Is linggen-memory actively maintained in 2026? +
Yes, linggen-memory is actively maintained. The latest code push was recorded on Nov 10, 2026 (2 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 111 stars and 0 open issues.
What language is linggen-memory written in? +
The primary language is Rust. Topics include: agent-memory, ai, ai-memory, claude-code, context-window.
How many stars does linggen-memory have? +
linggen-memory has 111 stars and 6 forks on GitHub.
How does linggen-memory rank among GitHub repositories? +
With 111 stars, linggen/linggen-memory is ranked #25,379 globally across all repositories tracked on GitHubRepo and #2,350 among Rust projects.
What license is linggen-memory distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
