Model Dispatch and Memory Allocator: an LLM inference engine for the hardware you own. Custom CPU, ROCm, Vulkan, CUDA, Metal and Level Zero kernels, exact memory admission, mTLS gRPC and private federation.
⚡ Executive Summary & Quick Facts
Authoritative Sourcemdma is mdma is an open-source project written in Rust: Model Dispatch and Memory Allocator: an LLM inference engine for the hardware you own. Custom CPU, ROCm, Vulkan, CUDA, Metal and Level Zero kernels, exact memory admission, mTLS gRPC and private federation..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), seuros/mdma has accumulated 17 GitHub stars and 4 forks. It is written in Rust, licensed under BSD-2-Clause, and ranks #32,747 globally. It is actively maintained with the latest commit recorded on Oct 17, 2026.”
| Repository | seuros/mdma ↗ |
|---|---|
| Primary Category | amd |
| Language & Stack | Rust |
| Software License | BSD-2-Clause |
| Community Traction | ★ 17 stars · ⑂ 4 forks · #32,747 globally |
| Maintenance | ● Active (Last commit: Oct 17, 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: 85/100 · Grade AYes, mdma is actively maintained. Continuous telemetry recorded the last code commit on Oct 17, 2026 (26 days ago). Supported by 17 stars and 4 community forks, this repository holds a calculated health index of 85/100, reflecting regular maintenance (26 days ago) and healthy issue cadence.
Star History
Add Live Star History & Verified Badges to README.md
Keep your repository README looking professional and dynamic. As our continuous crawler records new stars, these official SVG badges update in real time with zero maintenance.
Renders your high-resolution star trajectory chart right inside your GitHub README or project docs.
[](https://githubrepo.cloud/repo/seuros/mdma?utm_source=readme_chart)Compact badges for your README header. Real-time stars, velocity, health audit, and rank.
[](https://githubrepo.cloud/repo/seuros/mdma?utm_source=readme_badge) [](https://githubrepo.cloud/repo/seuros/mdma?utm_source=readme_badge) [](https://githubrepo.cloud/repo/seuros/mdma?utm_source=readme_badge) [](https://githubrepo.cloud/repo/seuros/mdma?utm_source=readme_badge) [](https://githubrepo.cloud/repo/seuros/mdma?utm_source=readme_badge)Momentum
+10
STARS · LAST 30 DAYS
1
PER DAY
#2,758
MOST-STARRED Rust
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
mdma gained 10 stars in the last 30 days, about 1 a day, and now has 17. It is about 1 year old and has averaged roughly 17 stars a year. It ranks #2,758 among Rust repositories and #32,747 across all languages on GitHubRepo.
Trending Record
19
DAYS ON TRENDING
#21760
BEST RANK
Oct 20, 2026
FIRST APPEARANCE
Active
STATUS TODAY
mdma has maintained a continuous presence across global trending indexes, peaking at #21760. Below is the 30-day activity profile:
💡 Overview
mdma is an open-source project written in Rust: Model Dispatch and Memory Allocator: an LLM inference engine for the hardware you own. Custom CPU, ROCm, Vulkan, CUDA, Metal and Level Zero kernels, exact memory admission, mTLS gRPC and private federation.
Engineered for speed, consistency, and developer ease, it solves common hurdles in amd, apple-silicon, cuda. 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 mdma⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Rust toolchain (rustc / cargo >= 1.70)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
mdma 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 mdma.
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 mdma using your package manager: `cargo install mdma`
Initialize your project workspace or configuration file for mdma.
Import mdma into your codebase or invoke it directly from your terminal.
Execute your test suite or run `mdma --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
seuros/mdma is currently ranked #32,747 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #32,494 | kirklin/skyward | Rust | ★ 18 | Compare ↗ |
| #32,494 | borealBytes/hermes-wearos | Kotlin | ★ 18 | Compare ↗ |
| #32,494 | MedTahiri/ai-launcher-android | Kotlin | ★ 18 | Compare ↗ |
| #32,494 | halljames631/mesh-installer | Kotlin | ★ 18 | Compare ↗ |
| #32,494 | serptail/gamut | Kotlin | ★ 18 | Compare ↗ |
| #32,747 | seuros/mdma This Project | Rust | ★ 17 | |
| #32,747 | up_the_irons/credit_card_tools | Ruby | ★ 17 | Compare ↗ |
| #32,747 | ndarilek/rb-gps | Ruby | ★ 17 | Compare ↗ |
| #32,747 | brosner/django-sqlalchemy | Python | ★ 17 | Compare ↗ |
| #32,747 | norbert/has_uuid | Ruby | ★ 17 | Compare ↗ |
| #32,747 | robmckinnon/morph | Ruby | ★ 17 | Compare ↗ |
Frequently Asked Questions
What does mdma do? +
Model Dispatch and Memory Allocator: an LLM inference engine for the hardware you own. Custom CPU, ROCm, Vulkan, CUDA, Metal and Level Zero kernels, exact memory admission, mTLS gRPC and private federation.
Is mdma actively maintained in 2026? +
Yes, mdma is actively maintained. The latest code push was recorded on Oct 17, 2026 (26 days ago). It holds a calculated Maintenance Health Score of 85/100 (A rating) with 17 stars and 0 open issues.
What language is mdma written in? +
The primary language is Rust. Topics include: amd, apple-silicon, cuda, federation, freebsd.
How many stars does mdma have? +
mdma has 17 stars and 4 forks on GitHub.
How does mdma rank among GitHub repositories? +
With 17 stars, seuros/mdma is ranked #32,747 globally across all repositories tracked on GitHubRepo and #2,758 among Rust projects.
What license is mdma distributed under? +
The repository reports a BSD-2-Clause license. Always verify the repository LICENSE file for legal terms.
