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Trending AI Projects on GitHub

Track active open-source AI repositories across LLM, agent, MCP, RAG and coding topics, with stars and verified project facts.

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75 projects
Agents & Multi-Agent

LangWatch

langwatch/langwatch

An open-core platform for evaluating, testing, tracing, and monitoring LLM applications and AI agents before release and in production.

★ 3.5K⑂ 345TypeScript
Apache-2.0Q98
Screenshot of memra
Inference, Deployment & Runtime

memra

avifenesh/memra

A from-scratch LLM inference engine built in Rust and CUDA, specifically optimized for RTX 5090 (sm_120a) and H100 (sm_90a) architectures, delivering exactness-gated performance without relying on frameworks like ggml.

★ 314⑂ 35Rust
MITQ92
LLM & Foundation Models

Bionic GPT

bionic-gpt/bionic-gpt

Bionic is a Rust-based, on-premise alternative to ChatGPT designed for private generative AI deployments. It provides a familiar chat interface, local or remote model access, team controls, retrieval-augmented assistants, data integrations, observability, and Kubernetes-oriented scaling.

★ 2.4K⑂ 239Rust
NOASSERTIONQ98
Inference, Deployment & Runtime

any-llm: A Unified Python Interface for LLM Providers

mozilla-ai/any-llm

any-llm is a Python SDK for communicating with multiple LLM providers through one interface. It supports switching providers and models with minimal code changes while using official provider SDKs when available.

★ 2.2K⑂ 211Python
Apache-2.0Q98
Screenshot of Alith
Agents & Multi-Agent

Alith

0xlazai/alith

A simple, composable, and high-performance AI agent framework designed for Web3 and Crypto, enabling developers to build, deploy, and manage on-chain AI agents with multi-language support and LazAI Gateway integration.

★ 44⑂ 31Rust
Apache-2.0Q88
Screenshot of Metronix Memory
MCP & Tool Calling

Metronix Memory

mtrnix/metronix-memory

Self-hosted memory infrastructure for AI agents featuring MCP-native integration, hybrid RAG, a temporal knowledge graph, and an ontology layer, designed for local-model friendliness and durable, agent-scoped context.

★ 39⑂ 7Python
Apache-2.0Q86
Screenshot of LLMix
Agents & Multi-Agent

LLMix

sno-ai/llmix

A production LLM call layer for AI agents and tools that wraps existing provider SDKs with config-driven model presets, caching, resilience patterns, and key rotation across Python, TypeScript, and Rust.

★ 131⑂ 28Python
Apache-2.0Q91
Screenshot of STACKIT RAG Template
RAG & Knowledge Systems

STACKIT RAG Template

stackitcloud/rag-template

A template for building AI chatbots and document management systems using Retrieval-Augmented Generation (RAG), vector search, and FastAPI, designed for deployment on Kubernetes.

★ 86⑂ 10Python
Apache-2.0Q89
Screenshot of SkillOpt — Skill optimization for agents
Agents & Multi-Agent

SkillOpt — Skill optimization for agents

microsoft/SkillOpt

SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts

★ 16.1K⑂ 1.5KPython
MITQ86
Screenshot of LangChain4j
MCP & Tool Calling

LangChain4j

langchain4j/langchain4j

An idiomatic, open-source Java library for building LLM-powered applications on the JVM, offering a unified API over popular LLM providers and vector stores with support for tool calling, MCP, agents, and RAG.

★ 12.8K⑂ 2.4KJava
Apache-2.0Q98
Screenshot of Xorbits Inference (Xinference)
Inference, Deployment & Runtime

Xorbits Inference (Xinference)

xorbitsai/inference

A powerful and versatile library designed to serve language, speech recognition, and multimodal models. It allows users to swap GPT for any LLM by changing a single line of code and run models on cloud, on-prem, or locally via a unified, production-ready inference API.

★ 9.5K⑂ 853Python
Apache-2.0Q98

Page 2 / 7 · 75 projects

Recently updated

qwen-code — Command-line coding agentQwenLM/qwen-code★ 27.1K SBproxysoapbucket/sbproxy★ 49 XERJxerj-org/xerj★ 1.4K PwrAgentpwrdrvr/pwragent★ 29 OpenGenicloudgeni-ai/opengeni★ 56 NemoClaw — Agent runtime and deployment toolingNVIDIA/NemoClaw★ 22.2K

Most starred

Hermes Agentnousresearch/hermes-agent★ 227.1K markitdown — Document conversion and extractionmicrosoft/markitdown★ 174.3K skills — Reusable agent skills and workflowsanthropics/skills★ 170.1K Hugging Face Transformershuggingface/transformers★ 163.3K Firecrawlfirecrawl/firecrawl★ 161.1K LangChainlangchain-ai/langchain★ 143.6K