Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Deploy, and share agents with open infrastructure, free from vendor lock-in.
| Date | Stars |
|---|---|
| 2026-07-31 | 1134 |
| 2026-08-04 | 1135 |
| 2026-08-06 | 1135 |
Today
— stars today
This week
— stars this week
This month
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Momentum
5.0
growth rate 0.00%/day
<h1 align="center">
Agent Stack
</h1>
<div align="center">
[](https://github.com/i-am-bee/beeai-framework?tab=Apache-2.0-1-ov-file#readme)
[](https://bsky.app/profile/beeaiagents.bsky.social)
[](https://discord.com/invite/NradeA6ZNF)
[](https://lfaidata.foundation/projects/)
[](https://agentstack.beeai.dev)
</div>
<h4 align="center">Open infrastructure for turning AI agents into running services in minutes. </h4>
<p align="center">
<a href="#key-features"><b>Key Features</b></a> •
<a href="#quickstart"><b>Quickstart</b></a> •
<a href="#reference-agents"><b>Reference Agents</b></a> •
</p>
<div align="center">
</div>
<p align="center"><em> Build agents → run them as services → call them from your app. </em></p>
---
Agent Stack is open infrastructure for turning AI agents into running services in minutes. Run agents locally or in your environment, wire them into your app over HTTP, and ship agent-powered features without building deployment infrastructure from scratch. Built on the [Agent2Agent (A2A) Protocol](https://a2a-protocol.org/) and hosted by the **Linux Foundation**, Agent Stack ensures you aren't locked into a proprietary vendor's ecosystem.
If you’re building agent-powered features or want your agents to run outside a prototype, Agent Stack gives you a fast path from code to deployment-ready service by providing LLM routing, vector storage, authentication, file handling, deployment tooling, and more out of the box.
| | |
|:---------|:-------------|
| 🎯 <b>Run agents as services</b> | Expose agents over HTTP for consumption in real applications and call them like any other backend service |
| 🔄 <b>Fast local dev loop</b> | Spin up agents locally and iterate quickly |
| 🔧 <b>No agent rewrites</b> | Wrap existing agents and run them as-is |
| 🚀 <b>Deployment-ready architecture</b> | The same agents can move from local to deployed environments |
---
## Core Capabilities
| Component | What's Included |
|---------|--------------|
| **Agent Runtime** | - Self-hostable server to run agents in production |
| **LLM & AI Services** | - LLM service with support for 15+ providers (Anthropic, OpenAI, watsonx.ai, Ollama) <br>- Embeddings and vector search for RAG and semantic search |
| **Agent Deployment & Management** | - CLI for deploying, updating, and managing agents |
| **Storage & Documents** | - S3-compatible file storage for uploads and downloads<br>- Document text extraction via Docling |
| **Interfaces & Tooling** | - Out-of-the-box Web UI for testing and sharing agents<br>- Client SDK for building custom UIs and applications |
| **Integrations** | - External integrations via MCP protocol (APIs, Slack, Google Drive, etc.) with OAuth |
| **Security** | - Secrets management for API keys and credentials<br>- OAuth support for secure external integrations |
| **Agent Stack Deployment** | - Helm chart for Kubernetes with customizable storage, databases, and authentication |
| **Framework Interoperability** | - Build agents using LangGraph, CrewAI, or your own framework<br>- All agents are automatically exposed as A2A-compatible agents for interoperability<br>- SDK handles runtime service requests and agent-to-agent communication |
> **Note**: Agent Stack ships with fully functional defaults to get you running quickly. Every component is modular and can be replaced to integrate with your organization’s existinExcerpt of 10,630 characters
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549
Radek Ježek
540
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110
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87
65
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Tomáš Dvořák
23
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Milan Gallas
10
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:2e468731be76994c, llm:Repository description: 'Deploy, and share agents with open infrastructure, free from vendor lock-in.'
matched fp:2e468731be76994c, llm:Repository description: 'Deploy, and share agents with open infrastructure, free from vendor lock-in.'
matched fp:2e468731be76994c, llm:Repository description: 'Deploy, and share agents with open infrastructure, free from vendor lock-in.'