AI agent tools for cloud native
Short answer: Our top pick for cloud native: tidb, with the highest AgentPick Score (91/100) among tools tagged "cloud-native". Runners-up: kong (85) and camel (83). Compare what each does, its license and how recently it was updated below.
| # | Tool | What it does | Score | Stars | License | Updated |
|---|---|---|---|---|---|---|
| #1 | tidb | TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. N… | 91/100 | ★ 41k | Apache-2.0 | 14 Oct 2026 |
| #2 | kong | 🦍 The API and AI Gateway | 85/100 | ★ 44k | Apache-2.0 | 14 Oct 2026 |
| #3 | camel | Apache Camel is an open source integration framework with 350+ connectors. Write routes in Java, YAML, or XML. Run on Spring Boot, Quarkus, or standal… | 83/100 | ★ 6.4k | Apache-2.0 | 14 Oct 2026 |
| #4 | greptimedb | The open-source observability database. One columnar engine for metrics, logs, and traces, on object storage. | 81/100 | ★ 6.7k | Apache-2.0 | 14 Oct 2026 |
| #5 | kubeshark | eBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryable by AI agents via … | 80/100 | ★ 12k | Apache-2.0 | 14 Oct 2026 |
| #6 | mirrord | Run any process, on your machine or in an AI agent's environment, as if it were a pod in your Kubernetes cluster: real env vars, DNS, network, traffic… | 79/100 | ★ 5.4k | MIT | 14 Oct 2026 |
| #7 | radar | The missing open-source Kubernetes UI with a built-in MCP server for AI agents. See what's broken, why, and what changed. Issues, Topology, event time… | 77/100 | ★ 3.8k | Apache-2.0 | 14 Oct 2026 |
| #8 | Olares | Open-Source Personal Cloud OS for Always-On Agents | 76/100 | ★ 5.3k | AGPL-3.0 | 14 Oct 2026 |
| #9 | graphjin | One governed graph for AI agents — GraphQL + MCP over your databases, files, APIs, and code | 76/100 | ★ 3.2k | Apache-2.0 | 14 Oct 2026 |
| #10 | agentfield | Build, run and scale AI agents like API and microservices | 75/100 | ★ 2.6k | Apache-2.0 | 14 Oct 2026 |
| #11 | kite | 🪁 A lightweight, modern Kubernetes dashboard. All your clusters. One workspace. | 74/100 | ★ 3.2k | Apache-2.0 | 14 Oct 2026 |
| #12 | kratos | Your ultimate Go microservices framework for the cloud-native era. | 66/100 | ★ 26k | MIT | 16 Sept 2026 |
| #13 | kuvasz | Kuvasz (pronounce as [ˈkuvɒs]) is an open-source uptime and SSL monitoring service, with multiple notification channels, status pages, IAC support via… | 66/100 | ★ 639 | AGPL-3.0 | 14 Oct 2026 |
| #14 | rocketmq-rust | 🚀 Apache RocketMQ built in Rust 🦀 — faster, safer, and more memory-efficient. Powering high-performance messaging for the AI era, with AI Agent, MCP… | 65/100 | ★ 1.5k | Apache-2.0 | 14 Oct 2026 |
| #15 | iot-dc3 | IoT DC3 — Connect the Physical World to AI. An open-source Industrial IoT Runtime for Physical AI: 36 protocol drivers, edge-to-cloud data delivery, a… | 65/100 | ★ 1.3k | See repo | 14 Oct 2026 |
| #16 | jumpstarter | Hardware testing for the software world. Real or virtual, local or remote, human, automated or agentic. | 55/100 | ★ 226 | Apache-2.0 | 14 Oct 2026 |
| #17 | Flawless | AI SRE AgenticOps for Kubernetes and cloud infrastructure. | 43/100 | ★ 772 | See repo | 14 Aug 2026 |
Source: each project's public GitHub repository (description, stars, license, last push). Listed tools aren't tested or ranked by AgentPick.
How to choose
- Grant the narrowest permissions the server allows.
- Check whether it runs locally or calls a remote service.
- Prefer servers listed in the official MCP registry.
Get the best new agent tools every week. Free, with a verdict on each. Get the weekly digest
Related
AI agent tools for local-first setups →
MCP servers
AI agent tools for knowledge graphs and bases →
MCP servers
AI agent tools for RAG (retrieval-augmented generation) →
MCP servers
AI agent tools for MCP client →
MCP servers
AI agent tools for cybersecurity →
MCP servers
AI agent tools for DevOps →
MCP servers
AgentPick Weekly
The week's new agent tools with a verdict on each, every week. Free. We'll email you a link to confirm, and you can unsubscribe any time. See our Privacy Policy.