Comparison
adk-python vs agency
Verdict
Pick adk-python if adk-python provides tools for developing sophisticated AI agents with a focus on flexibility and control, particularly suited for multi-agent systems; pick agency if agency is a fast and minimal Python-based framework for developing agentic systems that excels in its streamlined approach to creating autonomous agents.
Markdown twin · adk-python alternatives · agency alternatives
GraphCanon updated 1d
Trust & integrity
| Signal | adk-python | agency |
|---|---|---|
| Maintenance | Very active (0d since push) As of 1d · github_public_v1 | Steady (40d since push) As of 1mo · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1d · github_public_v1 | Not a fork · Personal account As of 1mo · 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
- adk-python
- A Python toolkit for building, evaluating, and deploying AI agents
- agency
- A fast and minimal framework for building agentic systems
Stars
- adk-python
- 21k
- agency
- 487
Forks
- adk-python
- 3.9k
- agency
- 28
Open issues
- adk-python
- 566
- agency
- 19
Language
- adk-python
- Python
- agency
- Python
Adopt for
- adk-python
- adk-python provides tools for developing sophisticated AI agents with a focus on flexibility and control, particularly suited for multi-agent systems.
- agency
- Agency is a fast and minimal Python-based framework for developing agentic systems that excels in its streamlined approach to creating autonomous agents.
Persona
- adk-python
- -
- agency
- -
Runtime
- adk-python
- -
- agency
- -
License
- adk-python
- adk-python is available under the Apache-2.0 license, allowing both commercial and non-commercial use with appropriate attribution.
- agency
- MIT
Last pushed
- adk-python
- Aug 18, 2026
- agency
- Jun 10, 2026
Categories
- adk-python
- AI Agents
- agency
- AI Agents
Trust and health
Maintenance
- adk-python
- Very active (96%)
- agency
- Steady (60%)
Days since push
- adk-python
- 0d
- agency
- 40d
Open issues (now)
- adk-python
- 566
- agency
- 19
Stars delta
- adk-python
- +522 (30d)
- agency
- Unknown
Open issues delta
- adk-python
- -76 (30d)
- agency
- Unknown
Owner type
- adk-python
- Organization
- agency
- User
Full report
- adk-python
- Trust report
- agency
- Trust report
Typed relationship
adk-python agencyBoth Google's ADK and Agency are focused on creating AI agents in Python, sharing a common ground but diverging in terms of specific functionalities and scope.
Choose adk-python if…
- License: adk-python is Apache-2.0, agency is MIT.
- Requirements: Requires Python 3.10+ for installation..
- Both Google's ADK and Agency are focused on creating AI agents in Python, sharing a common ground but diverging in terms of specific functionalities and scope.
- Tags unique to adk-python: agent, agentic, ai-agents, multi-agent-systems.
- You are working on multi-agent systems where multiple AI agents need to collaborate or interact effectively. adk-python offers specific support for defining and orchestrating multi-agent workflows.
When NOT to use adk-python
- If your project does not involve multi-agent interactions or complex orchestration of multiple agents, other frameworks might offer more streamlined solutions.
- You prefer using out-of-the-box solutions with less coding complexity. adk-python's code-first approach is best suited for developers looking to deeply customize agent behavior and interactions.
Choose agency if…
- License: agency is MIT, adk-python is Apache-2.0.
- Both Google's ADK and Agency are focused on creating AI agents in Python, sharing a common ground but diverging in terms of specific functionalities and scope.
- Tags unique to agency: actor-model, agent-framework, autonomous-agents.
- When you prefer a lightweight solution for building autonomous agent systems without the need for extensive configuration or complex dependencies.
When NOT to use agency
- If your development requires deeply integrated functionalities that would necessitate a heavier, more feature-rich framework.
- In scenarios where you need robust tooling for large-scale deployment and management as Agency does not offer extensive LLMOps (LLM Operations) capabilities beyond its minimalistic design.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (google/adk-python) · observed Aug 19, 2026
- GitHub forks (google/adk-python) · observed Aug 19, 2026
- Last push (google/adk-python) · 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 (operand/agency) · observed Jul 21, 2026
- GitHub forks (operand/agency) · observed Jul 21, 2026
- Last push (operand/agency) · observed Jun 10, 2026
- License file (MIT) · observed Jul 21, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: adk-python 21k · agency 487 (synced Aug 19, 2026).
Common questions
- What is the difference between adk-python and agency?
- adk-python: A Python toolkit for building, evaluating, and deploying AI agents. agency: A fast and minimal framework for building agentic systems. See the comparison table for live GitHub stats and shared categories.
- When should I choose adk-python over agency?
- Choose adk-python over agency when License: adk-python is Apache-2.0, agency is MIT; Requirements: Requires Python 3.10+ for installation.; Both Google's ADK and Agency are focused on creating AI agents in Python, sharing a common ground but diverging in terms of specific functionalities and scope; Tags unique to adk-python: agent, agentic, ai-agents, multi-agent-systems; You are working on multi-agent systems where multiple AI agents need to collaborate or interact effectively. adk-python offers specific support for defining and orchestrating multi-agent workflows.
- When should I choose agency over adk-python?
- Choose agency over adk-python when License: agency is MIT, adk-python is Apache-2.0; Both Google's ADK and Agency are focused on creating AI agents in Python, sharing a common ground but diverging in terms of specific functionalities and scope; Tags unique to agency: actor-model, agent-framework, autonomous-agents; When you prefer a lightweight solution for building autonomous agent systems without the need for extensive configuration or complex dependencies.
- When should I avoid adk-python?
- If your project does not involve multi-agent interactions or complex orchestration of multiple agents, other frameworks might offer more streamlined solutions. You prefer using out-of-the-box solutions with less coding complexity. adk-python's code-first approach is best suited for developers looking to deeply customize agent behavior and interactions.
- When should I avoid agency?
- If your development requires deeply integrated functionalities that would necessitate a heavier, more feature-rich framework. In scenarios where you need robust tooling for large-scale deployment and management as Agency does not offer extensive LLMOps (LLM Operations) capabilities beyond its minimalistic design.
- Is adk-python or agency more popular on GitHub?
- adk-python has more GitHub stars (21,180 vs 487). Stars measure visibility, not whether either tool fits your constraints.
- Are adk-python and agency open source?
- Yes - both are open-source projects on GitHub (adk-python: Apache-2.0, agency: MIT).
- Where can I find alternatives to adk-python or agency?
- GraphCanon lists graph-backed alternatives at adk-python alternatives and agency alternatives (adk-python markdown twin, agency 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, adk-python or agency?
- adk-python: Very active. agency: Steady. 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 adk-python and agency?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: adk-python trust report; agency trust report.