Local-first code intelligence for AI assistants. Turns your codebase into a knowledge graph your AI can query, navigate, and remember. 25 MCP tools.
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#1,192
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 |
graphmind gained 10 stars in the last 30 days, about 1 a day, and now has 213. It is about 1 year old and has averaged roughly 213 stars a year. It ranks #1,192 among Rust repositories and #12,446 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#11970
BEST RANK
Oct 15, 2026
FIRST APPEARANCE
Active
STATUS TODAY
graphmind has maintained a continuous presence across global trending indexes, peaking at #11970. Below is the 30-day activity profile:
💡 Overview
graphmind is an open-source project written in Rust: Local-first code intelligence for AI assistants. Turns your codebase into a knowledge graph your AI can query, navigate, and remember. 25 MCP tools.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai, ai-agent, ai-assistant. 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 graphmind⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Rust toolchain (rustc / cargo >= 1.70)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
graphmind 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 graphmind.
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 graphmind using your package manager: `cargo install graphmind`
Initialize your project workspace or configuration file for graphmind.
Import graphmind into your codebase or invoke it directly from your terminal.
Execute your test suite or run `graphmind --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
aouicher/graphmind is currently ranked #12,446 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #12,423 | craigmccaskill/posthorn | Go | ★ 214 | Compare ↗ |
| #12,423 | llamastash/llamastash | Rust | ★ 214 | Compare ↗ |
| #12,423 | yan-labs/yan-skills | JavaScript | ★ 214 | Compare ↗ |
| #12,423 | akha-security/akca | Go | ★ 214 | Compare ↗ |
| #12,423 | caigee-cmd/cli2api | Go | ★ 214 | Compare ↗ |
| #12,446 | aouicher/graphmind This Project | Rust | ★ 213 | |
| #12,446 | jamesgolick/is_taggable | Ruby | ★ 213 | Compare ↗ |
| #12,446 | fcoury/octopi | Ruby | ★ 213 | Compare ↗ |
| #12,446 | face/MongooseDaemon | C | ★ 213 | Compare ↗ |
| #12,446 | imbcmdth/RTree | JavaScript | ★ 213 | Compare ↗ |
| #12,446 | jgraichen/rails-timeago | Ruby | ★ 213 | Compare ↗ |
Frequently Asked Questions
What does graphmind do? +
Local-first code intelligence for AI assistants. Turns your codebase into a knowledge graph your AI can query, navigate, and remember. 25 MCP tools.
What language is graphmind written in? +
The primary language is Rust. Topics include: ai, ai-agent, ai-assistant, chatgpt, claude.
Is graphmind actively maintained? +
Yes, the last recorded push was on Oct 15, 2026 with 9 open issues being tracked.
How many stars does graphmind have? +
graphmind has 213 stars and 20 forks on GitHub.
How does graphmind rank among GitHub repositories? +
With 213 stars, aouicher/graphmind is ranked #12,446 globally across all repositories tracked on GitHubRepo and #1,192 among Rust projects.
What license is graphmind distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
