Rust Agentic Systems ML Frameworks

Tools for building autonomous AI agents and cognitive systems in Rust, including agent orchestration, memory systems, reasoning engines, and runtime environments. Does NOT include general ML libraries, tensor operations, or non-agent-focused frameworks.

There are 21 rust agentic systems frameworks tracked. The highest-rated is blackportal-ai/delta at 35/100 with 411 stars.

Get all 21 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=rust-agentic-systems&limit=20"

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# Framework Score Tier
1 blackportal-ai/delta

An Open-Source Machine Learning Framework in Rust Δ

35
Emerging
2 blackportal-ai/horizon

Decentralized GPU for Machine Learning Workloads.

34
Emerging
3 ashworks1706/piramid

Vector database for Agentic Applications

33
Emerging
4 blackportal-ai/nebula

A Package Manager for Machine Learning Datasets and Models.

30
Emerging
5 ml-wasm/entropy

Dataframes powered by Web Assembly

23
Experimental
6 asher-gh/iDrop

Native cross-platform desktop application for predicting microfluidic...

23
Experimental
7 BetterCrusader/Volta

Experimental compiler-first ML system focused on determinism and IR discipline.

22
Experimental
8 AutomataNexus/Prometheus_Public

Prometheus — AI-Powered Edge ML Training Orchestrator. Full-stack Rust...

22
Experimental
9 CanReader/tinyml-rs

rust machine-learning tinyml edge-ai embedded no-std inference-engine cuda...

22
Experimental
10 sablokrep/webml

neural network with wasm

20
Experimental
11 HelixOS-Org/helix

🧬 Helix — A next-generation modular framework for experimental operating...

19
Experimental
12 LashSesh/apollyon

Post-symbolic cognition engine that models the Metatron Cube geometry and...

17
Experimental
13 blackportal-ai/resources

Resources for BlackPortal such as logo, banner, fonts etc.

15
Experimental
14 xlateai/xos

Cross-platform application framework where everything's Rust + Python

14
Experimental
15 blackportal-ai/rfcs

RFCs for changes to Delta

13
Experimental
16 nikitavbv/sandbox

web app for exploring generative ai models

12
Experimental
17 commanderxa/cognius

Yet another Deep Learning library in pure Rust

12
Experimental
18 aphoticshaman/nucleation-wasm

High-performance conflict prediction engine using information theory....

11
Experimental
19 makkenzo/codename-symbiont

Codename: Symbiont - Building an evolving AI with a Rust-based microservice stack.

11
Experimental
20 pandoracore/prometheus-rust

Rust implementation of Prometheus protocol: scalability layer for generic...

10
Experimental
21 ml-wasm/supervised

Classification and Regression algorithms powered by WebAssembly

10
Experimental