Comparison
agno vs nacos
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.
Markdown twin · agno alternatives · nacos alternatives
GraphCanon updated 2d
Trust & integrity
| Signal | agno | nacos |
|---|---|---|
| Maintenance | Very active (0d since push) As of 2d · github_public_v1 | Very active (0d since push) As of 2d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2d · github_public_v1 | Not a fork · Organization account As of 2d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- agno
- Build, run, and manage your own agent platform.
- nacos
- Dynamic service discovery, configuration and management platform
Stars
- agno
- 42k
- nacos
- 33k
Forks
- agno
- 5.8k
- nacos
- 13k
Open issues
- agno
- 1.3k
- nacos
- 184
Language
- agno
- Python
- nacos
- Java
Adopt for
- agno
- 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
- 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
- agno
- -
- nacos
- -
Runtime
- agno
- -
- nacos
- -
License
- agno
- Apache-2.0
- nacos
- Apache-2.0
Last pushed
- agno
- Aug 19, 2026
- nacos
- Aug 18, 2026
Categories
- agno
- AI Agents, Developer Tools
- nacos
- Developer Tools
Trust and health
Open issues (now)
- agno
- 1.3k
- nacos
- 184
Stars delta
- agno
- +487 (30d)
- nacos
- +105 (30d)
Open issues delta
- agno
- +264 (30d)
- nacos
- -8 (30d)
Full report
- agno
- Trust report
- nacos
- Trust report
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.
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.
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 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (agno-agi/agno) · observed Aug 19, 2026
- GitHub forks (agno-agi/agno) · observed Aug 19, 2026
- Last push (agno-agi/agno) · observed Aug 19, 2026
- License file (Apache-2.0) · observed Aug 19, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (alibaba/nacos) · observed Aug 19, 2026
- GitHub forks (alibaba/nacos) · observed Aug 19, 2026
- Last push (alibaba/nacos) · observed Aug 18, 2026
- License file (Apache-2.0) · observed Aug 19, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agno 42k · nacos 33k (synced Aug 19, 2026).
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 and nacos alternatives (agno markdown twin, nacos markdown twin), 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 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; nacos trust report.