--- title: "agno vs nacos" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/agno-agi-agno-vs-alibaba-nacos" tools: ["agno-agi-agno", "alibaba-nacos"] --- # agno vs nacos *GraphCanon updated Aug 19, 2026* ## Verdict Pick agno if use agno for a high level of control over your AI agent platform, including 50+ production API endpoints and support for 100+ integrations. Ideal if you need to customize data ownership and permissions; pick nacos if nacos is an easy-to-use platform for dynamic service discovery, configuration management, and service management tailored specifically for cloud-native applications. It integrates. [agno](https://docs.agno.com) reports 42k GitHub stars, 5.8k forks, and 1.3k open issues, last pushed Aug 19, 2026. [nacos](https://nacos.io) has 33k stars, 13k forks, and 184 open issues, last pushed Aug 18, 2026. Figures are from public GitHub metadata via [agno's repository](https://github.com/agno-agi/agno) and [nacos's repository](https://github.com/alibaba/nacos). | | [agno](/tools/agno-agi-agno.md) | [nacos](/tools/alibaba-nacos.md) | | --- | --- | --- | | Tagline | Build, run, and manage your own agent platform. | Dynamic service discovery, configuration and management platform | | Stars | 41,785 | 33,281 | | Forks | 5,793 | 13,280 | | Open issues | 1,261 | 184 | | Language | Python | Java | | Adopt for | Use agno for a high level of control over your AI agent platform, including 50+ production API endpoints and support for 100+ integrations. Ideal if you need to customize data ownership and permissions. | Nacos is an easy-to-use platform for dynamic service discovery, configuration management, and service management tailored specifically for cloud-native applications. It integrates seamlessly with popular frameworks like杜 | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | Apache-2.0 | | Categories | AI Agents, Developer Tools | Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [agno](/tools/agno-agi-agno.md) | [nacos](/tools/alibaba-nacos.md) | | --- | --- | --- | | Open issues (now) | 1.3k | 184 | | Stars delta | +487 (30d) | +105 (30d) | | Open issues delta | +264 (30d) | -8 (30d) | | Full report | [trust report](/tools/agno-agi-agno/trust.md) | [trust report](/tools/alibaba-nacos/trust.md) | ## Decision facts: agno - **Adopt for:** Use agno for a high level of control over your AI agent platform, including 50+ production API endpoints and support for 100+ integrations. Ideal if you need to customize data ownership and permissions. ## Decision facts: nacos - **Adopt for:** Nacos is an easy-to-use platform for dynamic service discovery, configuration management, and service management tailored specifically for cloud-native applications. It integrates seamlessly with popular frameworks like杜 - **License detail:** Apache-2.0 ## Choose when ### Choose agno if… - agno is primarily Python; nacos is Java. - Tags unique to agno: agents, ai-agents, developer-tools, python. - Also covers AI Agents. - Use agno for a high level of control over your AI agent platform, including 50+ production API endpoints and support for 100+ integrations. Ideal if you need to customize data ownership and permissions. ### Choose nacos if… - nacos is primarily Java; agno is Python. - Tags unique to nacos: a2a-registry, agent, ai-registry, configuration-management. - When your project involves building microservices-based systems that need to dynamically discover services and manage configurations efficiently. ## When NOT to use agno - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ## When NOT to use nacos - If your project primarily relies on non-Java languages and does not utilize or plan to use frameworks like Dubbo, Spring Cloud, or Kubernetes; other tools might be more appropriate. - When you're looking for a solution with highly specialized, niche functionalities that are outside the purview of Nacos. Its strengths lie in its comprehensiveness across dynamic service discovery and - management rather than niche-specific features. ## Common questions ### What is the difference between agno and nacos? agno: Build, run, and manage your own agent platform.. nacos: Dynamic service discovery, configuration and management platform. See the comparison table for live GitHub stats and shared categories. ### When should I choose agno over nacos? Choose agno over nacos when agno is primarily Python; nacos is Java; Tags unique to agno: agents, ai-agents, developer-tools, python; Also covers AI Agents; Use agno for a high level of control over your AI agent platform, including 50+ production API endpoints and support for 100+ integrations. Ideal if you need to customize data ownership and permissions. ### When should I choose nacos over agno? Choose nacos over agno when nacos is primarily Java; agno is Python; Tags unique to nacos: a2a-registry, agent, ai-registry, configuration-management; When your project involves building microservices-based systems that need to dynamically discover services and manage configurations efficiently. ### When should I avoid agno? AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ### When should I avoid nacos? If your project primarily relies on non-Java languages and does not utilize or plan to use frameworks like Dubbo, Spring Cloud, or Kubernetes; other tools might be more appropriate. When you're looking for a solution with highly specialized, niche functionalities that are outside the purview of Nacos. Its strengths lie in its comprehensiveness across dynamic service discovery and management rather than niche-specific features. ### Is agno or nacos more popular on GitHub? agno has more GitHub stars (41,785 vs 33,281). Stars measure visibility, not whether either tool fits your constraints. ### Are agno and nacos open source? Yes - both are open-source projects on GitHub (agno: Apache-2.0, nacos: Apache-2.0). ### Where can I find alternatives to agno or nacos? GraphCanon lists graph-backed alternatives at [agno alternatives](/tools/agno-agi-agno/alternatives) and [nacos alternatives](/tools/alibaba-nacos/alternatives) ([agno markdown twin](/tools/agno-agi-agno/alternatives.md), [nacos markdown twin](/tools/alibaba-nacos/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/agno-agi-agno-vs-alibaba-nacos.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, agno or nacos? agno: Very active. nacos: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for agno and nacos? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [agno trust report](/tools/agno-agi-agno/trust); [nacos trust report](/tools/alibaba-nacos/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=agno-agi-agno`](/api/graphcanon/graph?tool=agno-agi-agno) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_