Alternatives to Adk Samples
30 tools that compete with or replace Adk Samples. Ranked by direct product-type match — not generic category overlap.
Why people look for alternatives to Adk Samples
The complaints that come up most often in public discussion — reviews, forums and community threads. Not our opinion, and not the vendor's marketing.
- Very little community discussion or third-party feedback available.
- Not suitable for production use without significant adaptation.
- ADK itself is niche and less proven than alternatives like LangChain.
- Documentation is sparse—some samples lack detailed explanations.
Drawn from 8 mentions across 2 sources · researched Jul 3, 2026.
In fairness: users also consistently praise camel agent demo shows real-world prompt injection defense practical, and multi-agent collaborative examples illustrate adk's graph workflow capabilities well. A complaint list is not a verdict — see the full picture on the Adk Samples page.
OpenAI Agents SDK
A free, MIT-licensed Python framework from OpenAI for building multi-agent workflows with handoffs, guardrails, and tracing.
Mastra
Mastra is an open-source TypeScript agent framework for durable agents, typed workflows, and built-in evals.
Google Agent Development Kit
Google Agent Development Kit (ADK) is the MIT-licensed open-source framework for building production AI agents with graph workflows in
Semantic Kernel
Microsoft's open-source SDK for building AI agents and copilots with plugins, memory, and multi-agent orchestration.
Coder
Self-hosted cloud development environments with built-in governance for AI coding agents and LLM traffic.
Eino
Eino is an open-source Go LLM framework from ByteDance for building agents, graphs, and RAG pipelines in your existing Go backend.
Zhipu GLM
Zhipu GLM is a full-stack large-model platform with open-weights GLM-5.3 coding models, MaaS APIs and autonomous agents.
MetaGPT
Open-source multi-agent framework that assigns PM, architect, engineer and QA roles to LLMs for structured software tasks
Future AGI
Agent evaluation platform that simulates voice and chat agents, traces production, and scores hallucinations before customers hit them
Microsoft Agent Framework
Microsoft Agent Framework is a developer SDK for building agentic AI with tools, workflows, and a GA Agent Harness runtime.
AutoGen
Microsoft's MIT-licensed Python and .NET framework for building conversational and event-driven multi-agent AI applications.
Pipedream
Pipedream is the integration layer that gives AI agents managed auth plus 10,000+ tools across 3,000+ APIs.
Tessl
Tessl is an agent enablement platform for versioning, scanning and evaluating the AI agent skills your coding agents run.
SmolAgents
SmolAgents is Hugging Face's open-source Python library for building code-writing AI agents in a few lines of code.
GitLab Duo
GitLab Duo adds policy-governed AI agents and flows across the DevSecOps lifecycle inside GitLab
Flowith
Flowith is an infinite canvas for running parallel AI image, video, slide, and research agents at once.
TaskWeaver
Microsoft's open-source, code-first Python framework for building stateful, data-intensive conversational AI agents.
Paseo
Paseo is a self-hosted control plane for running many coding agents at once — Claude Code, Codex, Copilot and 33+ more — from desktop,
CopilotKit
Open-source React framework for agent chat, generative UI, and shared state on any AG-UI backend.
Imbue
Imbue builds inspectable coding-agent tools, from mngr's parallel agent runner to Latchkey's HTTP permissions
Inngest
Inngest is durable execution for workflows and AI — wrap functions in steps and get retries, flow control, and traces with zero infra.
DB-GPT
Open-source, self-hosted agentic data assistant that connects to your databases, writes SQL and code, and runs analysis in sandboxes
Pydantic AI
Pydantic AI is the typed Python agent SDK: declare a model string and a Pydantic output type, get validated structured results on every run.
Capafy AI
Capafy AI is an agent skills marketplace where you buy, run, and publish ready-made AI agent skills priced per skill or per use.
Hermes Desktop
Hermes Desktop is a free, open-source desktop GUI for the Hermes Agent — a self-hosted AI agent with a built-in learning loop that turns
Opensquilla
Token-efficient AI agent with SquillaRouter model routing that cuts agent token cost by sending simple steps to cheap models.
Hermes-Agent
Hermes Agent is an open-source, self-hosted AI agent with persistent memory that auto-builds reusable skills and reaches you on 20+ chat
CowAgent
Open-source, self-hosted AI agent that plans tasks, runs tools, and grows its own long-term memory.
DeerFlow
DeerFlow is an open-source SuperAgent harness that researches, codes, and creates inside a persistent Docker sandbox.
Ralph Loop
Open-source AI agent loop that iterates a task list in Docker Sandboxes and commits the results.
Frequently asked questions
What are the best alternatives to Adk Samples?
We currently list 30 alternatives to Adk Samples: OpenAI Agents SDK, Mastra, Google Agent Development Kit, Semantic Kernel, Coder. Each is ranked by direct product-type match rather than generic category overlap.
How do you choose which Adk Samples alternatives to show?
Alternatives are ranked by direct product-type match — tools that do the same job — not by shared category tags. Every listed tool is independently re-verified on a continuous cycle.