Alternatives Engine

adk-samples Alternatives

Compare open-source alternatives to google/adk-samples by fit, deployment, maintenance, quality, and agent readiness.

Decision Summary

google/adk-samples has 12 alternative candidates. Top match is langchain-ai/langchain at 100/100 because Same agent framework intent with workflow overlap.

CandidatesExplicitCloudflare-readyAvg similarityTop candidate
123093langchain-ai/langchain

Source Project

google/adk-samples

A collection of sample agents built with Agent Development Kit (ADK)

Python Apache-2.0 LocalCloud

Best For

Where adk-samples fits

build agents with adk-samples
orchestrate LLM tools
prototype autonomous workflows

Not Best For

When to compare alternatives

edge-only Cloudflare Workers deployment without adaptation

Comparison Table

langchain-ai/langchain leads this comparison context

langchain-ai/langchain has the strongest combined agent score and maintenance profile in this comparison.

ProjectSimilarityStarsLanguageDeployQualityAgent
google/adk-samplesSource10,027PythonLocal, Cloud3075
langchain-ai/langchain100/100143,422PythonDocker, Library Only8490
crewAIInc/crewAI100/10056,619PythonLibrary Only, Local8387
omnigent-ai/omnigent100/1008,082PythonDocker, Kubernetes8087
livekit/agents94/10012,373PythonLibrary Only, Local7685
Significant-Gravitas/AutoGPT93/100185,821PythonDocker, Library Only6290

Alternative Match

langchain-ai/langchain

100/100

Same agent framework intent with workflow overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

The agent engineering platform.

ExplicitAgent FrameworkLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality84
Agent90

Alternative Match

crewAIInc/crewAI

100/100

Same agent framework intent with workflow overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

ExplicitAgent FrameworkLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality83
Agent87

Alternative Match

omnigent-ai/omnigent

100/100

Same agent framework intent with workflow overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, Codex, Cursor, Pi, and custom agents — swap harnesses without rewriting, enforce policies and sandboxing, and collaborate in real time from any device.

ExplicitAgent FrameworkLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality80
Agent87

Alternative Match

livekit/agents

94/100

Same agent framework intent with workflow overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

A framework for building realtime voice AI agents 🤖🎙️📹

Agent FrameworkLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality76
Agent85

Alternative Match

Significant-Gravitas/AutoGPT

93/100

Same agent framework intent with workflow overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

Agent FrameworkLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality62
Agent90

Alternative Match

agno-agi/agno

93/100

Same agent framework intent with workflow overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

Build, run, and manage agent platforms.

Agent FrameworkLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality62
Agent87

Alternative Match

google/adk-python

93/100

Same agent framework intent with workflow overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

Agent FrameworkLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality62
Agent86

Alternative Match

unslothai/unsloth

91/100

Same agent framework intent with workflow overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

Unsloth is a local UI for training and running Kimi K3, Gemma 4, Qwen3.6, DeepSeek-V4, GLM and other models.

Agent FrameworkLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality84
Agent90

Alternative Match

agentscope-ai/agentscope

90/100

Same agent framework intent with workflow overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

Build and run agents you can see, understand and trust.

Agent FrameworkLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality73
Agent87

Alternative Match

The-PR-Agent/pr-agent

89/100

Same agent framework intent with workflow overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

🚀 PR Agent: The Original Open-Source PR Reviewer. This project is not the Qodo free tier.

Agent FrameworkLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality54
Agent84

Alternative Match

e2b-dev/E2B

89/100

Same agent framework intent with workflow overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

Open-source, secure environment with real-world tools for enterprise-grade agents.

Agent FrameworkLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality51
Agent84

Alternative Match

BuilderIO/agent-native

88/100

Same agent framework intent with workflow overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

A framework for building agent-native applications.

Agent FrameworkLocalCloudLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality70
Agent81

Data Source

d1 / d1_query

1047 loaded projects. Generated at 2026-08-06T04:57:48.472Z.