Easily deploy Haystack pipelines and agents as REST APIs and MCP Tools. Officially maintained by deepset, featuring OpenAI-compatible endpoints, Chainlit UI integration, streaming responses, and file upload support.

SDKAI AgentsRAG

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Human-like memory layer for AI agents featuring semantic, episodic, and procedural memory with failure-driven workflow evolution. Offers Python/JS SDKs, REST API, and LangChain/CrewAI integrations.

Docs, Tutorials & ResourcesRAGModel Context Protocol

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Project NOVA is a multi-agent AI architecture based on n8n and MCP protocol, connecting 25+ specialized agents for intelligent routing and automation across knowledge management, DAW music production, smart home, and development tools. Includes complete Docker containers, n8n workflows, and system prompts for out-of-the-box deployment.

AI AgentsModel Context ProtocolMulti-Agent System

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MiniAGI is a simple general-purpose AI agent compatible with GPT-3.5-Turbo and GPT-4. It combines a robust prompt with a minimal set of tools, chain-of-thoughts, and short-term memory with summarization. It is also capable of inner monologue and self-criticism.

Agent & ToolingPythonAI Agents

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A no-fluff Python framework for building reliable Generative AI solutions with multi-provider support, tool integration, memory management, and comprehensive observability features。

Agent & ToolingPythonAI Agents

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