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 Tools345Browser Automation39Developer Infrastructure27Observability24Workflow Automation23Notes & Knowledge Base17Knowledge Base12API Development & Testing11

Evidence ranking

Leading projects in this ecosystem

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

#ToolHealthShippingStarsOpennessScore
1OpenClawYour own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞9999393kOSI-approved OSS99
2Hermes AgentThe agent that grows with you9999257kOSI-approved OSS99
3LiteLLMPython 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]999962kOSI-approved OSS99
4OrcaIDE for building with coding agents.9899105.9kOSI-approved OSS99
5UnslothWeb UI for training and running open models like Gemma 4, Qwen3.5, DeepSeek, gpt-oss locally.989978.6kOSI-approved OSS98
6MastraFramework for building AI-powered applications and agents with TypeScript.989929.1kOSI-approved OSS98
7OmiAI that sees your screen, listens to your conversations and tells you what to do989913.8kOSI-approved OSS98
8AgentaThe open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM observability all in one place.98994.9kOSI-approved OSS98
9Future AGIOpen-source platform for evaluating, observing, and improving LLM and AI agent applications.98992.2kOSI-approved OSS98
10SliccBrowser-native AI agent platform.989935OSI-approved OSS98
11OpenCodeThe open source coding agent.9898221.5kOSI-approved OSS98
12PiAI agent toolkit: coding agent CLI, unified LLM API, TUI & web UI libraries, Slack bot, vLLM pods9898117.8kOSI-approved OSS98
13claude-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.9898103.5kOSI-approved OSS98
14career-opsAI-powered job search system built on Claude Code. 14 skill modes, Go dashboard, PDF generation, batch processing.989877.2kOSI-approved OSS98
15CopilotKitThe Frontend Stack for Agents & Generative UI. React + Angular. Makers of the AG-UI Protocol989838.2kOSI-approved OSS98
16Langfuse🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23989836.5kOSI-approved OSS98
17ComposioComposio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.989830.7kOSI-approved OSS98
18KestraEvent Driven Orchestration & Scheduling Platform for Mission Critical Applications989830kOSI-approved OSS98
19InfisicalInfisical is the open-source platform for secrets, certificates, and privileged access management.989830kOSI-approved OSS98
20Kilo CodeKilo is the all-in-one agentic engineering platform. Build, ship, and iterate faster with the most popular open source coding agent.989827.8kOSI-approved OSS98
21PaseoOrchestrate coding agents remotely from your phone, desktop and CLI989822.2kOSI-approved OSS98
22Assistant UIOpen-source React and TypeScript library for building AI chat interfaces.989812.7kOSI-approved OSS98
23BifrostFastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.98989.1kOSI-approved OSS98
24MirrordConnect your local process and your cloud environment, and run local code in cloud conditions.98985.4kOSI-approved OSS98
25Entire CLIGit workflow tool that captures AI agent sessions and indexes them alongside commits.98985.2kOSI-approved OSS98
26Agent DeviceCLI to control iOS and Android devices for AI agents98985.2kOSI-approved OSS98
27ToolJetToolJet is the open-source foundation of ToolJet AI - the enterprise app generation platform for building internal tools, dashboard, business applications, workflows and AI agents 🚀989741.1kOSI-approved OSS98
28OpenVikingSelf-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.989740.8kOSI-approved OSS98
29OpikDebug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.989722.9kOSI-approved OSS98
30PipecatOpen Source framework for voice and multimodal conversational AI989716.8kOSI-approved OSS98
31TabularisDBA lightweight, cross-platform database client for developers. Supports MySQL, PostgreSQL and SQLite. Hackable with plugins. Built for speed, security, and aesthetics.98975.3kOSI-approved OSS98
32Agent DeckTerminal session manager for AI coding agents. One TUI for Claude, Gemini, OpenCode, Codex, and more.98971.2kOSI-approved OSS98
33AktoOpen-source API security platform for discovery, posture, and CI/CD testing.97981.5kOSI-approved OSS98
34TraceRootTraceRoot - open-source observability and self-healing layer for AI agents. YC S2597981kOSI-approved OSS98
35Deco StudioOpen-source control plane for managing AI agents, tools, and usage.9798412OSI-approved OSS98
36OpenHands🙌 OpenHands: AI-Driven Development989791.8kOSI-approved OSS97
37RTKCLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies989784.5kOSI-approved OSS97
38MulticaThe open-source managed agents platform. Turn coding agents into real teammates — assign tasks, track progress, compound skills.989753.8kOSI-approved OSS97
39PromptfooTest 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.989726.4kOSI-approved OSS97
40ActivepiecesAI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents989725.2kOSI-approved OSS97
41OnyxOpen Source AI Platform - AI Chat with advanced features that works with every LLM979833kOSI-approved OSS97
42OpenWorkAn open-source alternative to Claude Cowork built for teams, powered by opencode979824.3kOSI-approved OSS97
43gh-awGitHub Agentic Workflows97985.5kOSI-approved OSS97
44AutoGPTAutoGPT 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.9797187.7kOSI-approved OSS97
45LangChainThe agent engineering platform9797148.4kOSI-approved OSS97
46RAGFlowRAGFlow 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 LLMs979792.9kOSI-approved OSS97
47MLflowThe open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.979728.5kOSI-approved OSS97
48HaystackOpen-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.979726.8kOSI-approved OSS97
49PascalCreate and share 3D architectural projects.979725.1kOSI-approved OSS97
50Trigger.devTrigger.dev – build and deploy fully‑managed AI agents and workflows979716.6kOSI-approved OSS97

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