DeepYard

Open ecosystem

Open-source alternatives to enterprise AI tools

Start with the capability you need, then compare inspectable and self-hostable options with commercial platforms on consistent spec sheets.

Source-visible Self-hosting options No pay-to-play ranking

Agent platforms

Frameworks and complete agents you can inspect, extend, and run yourself.

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LLangGraphLangChain's framework for building stateful agent graphs — 26K+ starsCCrewAIMulti-agent orchestration framework for collaborative AI workflowsAAutoGenMicrosoft's framework for building multi-agent AI systemsOOpenAI Agents SDKOpenAI's official Python SDK for building multi-agent systems — 19K+ starsMMastraTypeScript framework for building AI agents and workflowsAAgnoBuild, run, and manage agentic software at scale with 38K+ stars

Observability & evaluation

Open tooling for traces, testing, evaluation, and quality monitoring.

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LLangfuseOpen-source LLM engineering platform — traces, evals, prompt management — 23K+ starsAArize PhoenixOpen-source LLM observability with tracing, evaluation, and datasets — 8K+ starsppromptfooTest and evaluate LLM prompts and agents — 11K+ starsHHeliconeOpen-source LLM observability proxy with one-line integrationAAgentCheckDebug LLM agents with reproducible recordings and controlled interventions over MCPmmcp-sec-auditSecurity auditing toolkit for MCP servers with static analysis and sandboxed testing

Automation & browser tools

Composable automation, browser control, and workflow-building alternatives.

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AActivepiecesOpen-source Zapier alternative with 280+ integrations and the largest MCP collection — 21K+ starsBBrowser UseMake websites accessible for AI agents — 80K+ starsPPlaywright MCPBrowser automation and web testing via the Model Context ProtocolCCrawl4AIOpen-source web crawler optimized for LLMs and AI agents — 62K+ starsFFlowiseBuild AI agents visually with drag-and-drop — 51K+ starsnn8n MCP ServerBuild n8n workflows from Claude Desktop, Cursor, or Claude Code — 14K+ stars

Memory & retrieval

Self-hostable memory, RAG, vector search, and context infrastructure.

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MMem0Persistent, adaptive memory layer for AI agents and assistantsCChromaThe open-source AI-native vector database — 27K+ starsLLettaStateful agents with long-term memory — formerly MemGPT — 15K starsMMemory MCPPersistent knowledge graph memory across AI coding sessionsLLiansLocal MCP memory and cross-agent continuity for AI coding sessionsAAutonomous RAGSelf-managing RAG system that decides when and how to retrieve information

Need a specific replacement?

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