Buyer checklist

What to verify before adopting

  1. Does the project expose enough code and release history to evaluate maintenance risk?
  2. Does it focus on orchestration, tool execution, memory, evaluation, or deployment?
  3. Is recent shipping activity substantive or mostly dependency and packaging churn?

Explore this ecosystem by job

AI Agent Tools331Browser Automation36Developer Infrastructure26Observability23Workflow Automation23Notes & Knowledge Base17API Development & Testing11Knowledge Base11

Evidence ranking

Leading projects in this ecosystem

Ordered by ToolVitals score, health, shipping, confidence, and adoption tie-breakers. Openness labels are shown explicitly.

#ToolHealthShippingStarsOpennessScore
1AutoGPTAutoGPT 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.100100185.7kOSI-approved OSS100
2LangChainThe agent engineering platform100100142.7kOSI-approved OSS100
3Mem0Universal memory layer for AI Agents10010061.9kOSI-approved OSS100
4AgnoBuild, run, manage agentic software at scale.10010041.5kOSI-approved OSS100
5ToolJetToolJet is the open-source foundation of ToolJet AI - the enterprise app generation platform for building internal tools, dashboard, business applications, workflows and AI agents 🚀10010038.3kOSI-approved OSS100
6Langfuse🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W2310010032kOSI-approved OSS100
7SigNozSigNoz is an open-source, OpenTelemetry-native observability platform for your team and their AI agents. Get logs, metrics, and traces in one tool with features like APM, distributed tracing, log management, infra monitoring, etc. Combined with SigNoz MCP and a native AI teammate (in SigNoz Cloud) it helps you build more resilient apps.10010031.7kOSI-approved OSS100
8ComposioComposio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.10010029.4kOSI-approved OSS100
9KestraEvent Driven Orchestration & Scheduling Platform for Mission Critical Applications10010027.5kOSI-approved OSS100
10HaystackOpen-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.10010026kOSI-approved OSS100
11PromptfooTest your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic.10010023.6kOSI-approved OSS100
12ActivepiecesAI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents10010023.4kOSI-approved OSS100
13OpikDebug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.10010020.9kOSI-approved OSS100
14OpenAI Agents SDKA lightweight, powerful framework for multi-agent workflows10010028.2kOSI-approved OSS99
15claude-memA Claude Code plugin that automatically captures everything Claude does during your coding sessions, compresses it with AI (using Claude's agent-sdk), and injects relevant context back into future sessions.9810088.7kOSI-approved OSS99
16CopilotKitThe Frontend Stack for Agents & Generative UI. React + Angular. Makers of the AG-UI Protocol9810036.3kOSI-approved OSS99
17OnyxOpen Source AI Platform - AI Chat with advanced features that works with every LLM9810031.2kOSI-approved OSS99
18Kilo CodeKilo is the all-in-one agentic engineering platform. Build, ship, and iterate faster with the most popular open source coding agent.9810026.5kOSI-approved OSS99
19CuaOpen-source infrastructure for computer-use agents, with sandboxes, SDKs, and benchmarks.9810020.7kOSI-approved OSS99
20Trigger.devTrigger.dev – build and deploy fully‑managed AI agents and workflows9810015.8kOSI-approved OSS99
21FlyteDynamic AI orchestration platform for building workflows across data, models, and compute.981007.2kOSI-approved OSS99
22BifrostFastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.981006.8kOSI-approved OSS99
23agent-of-empiresTool for managing multiple coding agents from web or TUI.981002.9kOSI-approved OSS99
24Nao👾 nao is an open source analytics agent. (1) Create context with nao-core cli, (2) deploy nao chat interface for everyone981001.5kOSI-approved OSS99
25RuViewπ RuView: WiFi DensePose turns commodity WiFi signals into real-time human pose estimation, vital sign monitoring, and presence detection — all without a single pixel of video.989886.8kOSI-approved OSS99
26LiteLLMPython SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, VLLM, NVIDIA NIM]989854.8kOSI-approved OSS99
27SkyvernAutomate browser based workflows with AI989822.6kOSI-approved OSS99
28ElizaOSAutonomous agents for everyone989818.8kOSI-approved OSS99
29OmiAI that sees your screen, listens to your conversations and tells you what to do989813.1kOSI-approved OSS99
30MCP ToolboxMCP Toolbox for Databases is an open source MCP server for databases.989516kOSI-approved OSS98
31CrewAIFramework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.9610056.2kOSI-approved OSS98
32MastraFramework for building AI-powered applications and agents with TypeScript.9610026.6kOSI-approved OSS98
33Entire CLIGit workflow tool that captures AI agent sessions and indexes them alongside commits.96984.9kOSI-approved OSS98
34TracecatOpen-source security automation platform for teams and AI agents96983.7kOSI-approved OSS98
35OpenClawYour own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞95100384.4kOSI-approved OSS98
36OllamaGet up and running with Kimi-K2.5, GLM-5, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.95100176.9kOSI-approved OSS98
37RAGFlowRAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs9510086.1kOSI-approved OSS98
38PiAI agent toolkit: coding agent CLI, unified LLM API, TUI & web UI libraries, Slack bot, vLLM pods9510079.1kOSI-approved OSS98
39UnslothWeb UI for training and running open models like Gemma 4, Qwen3.5, DeepSeek, gpt-oss locally.9510069kOSI-approved OSS98
40career-opsAI-powered job search system built on Claude Code. 14 skill modes, Go dashboard, PDF generation, batch processing.9510061.8kOSI-approved OSS98
41Goosean open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM9510051.8kOSI-approved OSS98
42LocalAILocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.9510047.9kOSI-approved OSS98
43FastGPTFastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.9510029.2kOSI-approved OSS98
44OpenVikingSelf-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.9510027.4kOSI-approved OSS98
45PaseoOrchestrate coding agents remotely from your phone, desktop and CLI9510011.5kOSI-approved OSS98
46CocoIndexIncremental engine for long horizon agents 🌟 Star if you like it!9510011.1kOSI-approved OSS98
47MicroSandbox🧱 secure, local and programmable sandboxes for AI agents951007kOSI-approved OSS98
48Agent DeckTerminal session manager for AI coding agents. One TUI for Claude, Gemini, OpenCode, Codex, and more.95100605OSI-approved OSS98
49OpenHands🙌 OpenHands: AI-Driven Development9510082.3kOSI-approved OSS98
50Hermes AgentThe agent that grows with you95100221.4kOSI-approved OSS98

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