The best agent-starter-pack alternatives

metaflow

Netflix/metaflow

Build, Manage and Deploy AI/ML Systems

Choose metaflow if…

• you want the more widely starred option (10.3k)
• you want the more recently updated codebase
• you specifically need ai or aws

Shares agents, gcp, generative-ai, llmops with agent-starter-pack.

agents-towards-production

NirDiamant/agents-towards-production

End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.

Choose agents-towards-production if…

• you would rather work in Jupyter Notebook than Python
• you want the more widely starred option (21.8k)
• you want the more recently updated codebase
• you specifically need agent or agent-framework

Shares agents, generative-ai, mlops, observability with agent-starter-pack.

generative-ai

GoogleCloudPlatform/generative-ai

Sample code and notebooks for Generative AI on Google Cloud, with Gemini Enterprise Agent Platform

Choose generative-ai if…

• you would rather work in Jupyter Notebook than Python
• you want the more widely starred option (17.8k)
• you want the more recently updated codebase
• you specifically need gemini-api or gen-ai

Shares agents, gcp, gemini, generative-ai with agent-starter-pack.

mcp-context-forge

IBM/mcp-context-forge

An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.

Choose mcp-context-forge if…

• you want the more recently updated codebase
• you specifically need ai or api-gateway

Shares agents, generative-ai, observability with agent-starter-pack.

langchain

langchain-ai/langchain

The agent engineering platform.

Choose langchain if…

• MIT License suits your use better than Apache License 2.0
• you want the more widely starred option (148.9k)
• you want the more recently updated codebase
• you specifically need ai or ai-agents

Shares agents, gemini, generative-ai with agent-starter-pack.

langgraph

langchain-ai/langgraph

Build resilient agents.

Choose langgraph if…

• MIT License suits your use better than Apache License 2.0
• you want the more widely starred option (44.4k)
• you want the more recently updated codebase
• you specifically need ai or ai-agents

Shares agents, gemini, generative-ai with agent-starter-pack.

serve

jina-ai/serve

☁️ Build multimodal AI applications with cloud-native stack

Choose serve if…

• you want the more widely starred option (21.8k)
• you specifically need cloud-native or cncf

Shares generative-ai, llmops, mlops with agent-starter-pack.

openllmetry

traceloop/openllmetry

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

Choose openllmetry if…

• you want the more recently updated codebase
• you specifically need artifical-intelligence or datascience

Shares generative-ai, llmops, observability with agent-starter-pack.

agents-cli

google/agents-cli

The CLI and skills that turn any coding assistant into an expert at creating, evaluating, and deploying AI agents on Google Cloud.

Choose agents-cli if…

• you want the more recently updated codebase
• you specifically need adk or agent-development-kit

Shares agents, gemini, generative-ai with agent-starter-pack.

langflow

langflow-ai/langflow

Langflow is a powerful tool for building and deploying AI-powered agents and workflows.

Choose langflow if…

• MIT License suits your use better than Apache License 2.0
• you want the more widely starred option (156.3k)
• you want the more recently updated codebase
• you specifically need chatgpt or large-language-models

Shares agents, generative-ai with agent-starter-pack.

ai-data-science-team

business-science/ai-data-science-team

An AI-powered data science team of agents to help you perform common data science tasks 10X faster.

Choose ai-data-science-team if…

• MIT License suits your use better than Apache License 2.0
• you specifically need ai or ai-engineer

Shares agents, generative-ai with agent-starter-pack.

Hands-On-AI-Engineering

Sumanth077/Hands-On-AI-Engineering

A curated collection of practical AI projects implementing OCR systems, RAG, AI agents, and other AI use cases.

Choose Hands-On-AI-Engineering if…

• you want the more recently updated codebase
• you specifically need ai or ai-agents

Shares agents, generative-ai with agent-starter-pack.