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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A production-ready MCP server for Nextcloud, providing 90+ tools for AI assistants to directly manage files, notes, calendars, and boards with Docker/Kubernetes deployment support.

AI AgentsModel Context ProtocolDocker

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An official Okta-maintained Model Context Protocol (MCP) server that securely integrates LLM agents with Okta Admin Management APIs for natural-language-driven automation of users, groups, applications, and policies management.

Model & Inference FrameworkAI AgentsModel Context Protocol

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Comprehensive demo repository for AI Agent technologies with multi-framework examples (CrewAI, kagent, ADK), MCP integration, fine-tuning, and production-ready AI Gateway deployments.

Model & Inference Framework大语言模型Model Context Protocol

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A low-code AI agent platform for creating, deploying, and managing continuously running autonomous agents through visual workflows with multi-LLM support.

Model & Inference Framework大语言模型Multi-Agent System

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A Kubernetes-based AI Agent runtime platform released by McKinsey, codifying patterns for deploying, orchestrating, and evaluating agentic resources via CRDs, providing production-grade infrastructure for multi-agent systems. Currently in Technical Preview.

SDKModel Context ProtocolMulti-Agent System

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An enterprise-oriented benchmark suite for evaluating web agent safety and trustworthiness, featuring 375 tasks across GitLab, SuiteCRM, and ShoppingAdmin with six policy dimensions to measure task completion under compliance constraints. Accepted by ICLR 2025.

Model & Inference Framework大语言模型AI Agents

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An AI-powered assistant service stack built on FastAPI, integrating multiple LLM providers (OpenAI, Azure, VertexAI, WatsonX, vLLM) via Llama Stack, with support for MCP tool calling, RAG configuration, streaming queries, and enterprise Kubernetes deployment.

Model & Inference Framework大语言模型Model Context Protocol

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Open-source platform for testing LLM and agentic apps with AI-powered test generation, adversarial red-teaming, and 60+ evaluation metrics for RAG hallucination detection and conversation consistency verification.

Model & Inference Framework大语言模型SDK

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A four-service collaborative AI desktop assistant framework with streaming tool calling, GRAG knowledge graph memory, Live2D avatar, and voice interaction

RAGMultimodalAI Agents

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