QWE AI Academy MCP Setup Guide: Deploy Your First Server (Spec 2025-11-25)
Deploy a Model Context Protocol server using the 2025-11-25 spec. Covers Docker vs npx verdict, real install errors, the .mcpb bundle format, and the breaking change most upgrades miss.
AI Tools
Deployment guides, installation tutorials, and setup instructions for AI tools.
Seldon Core 2.10 Install Guide: Enterprise ML Serving
Deploy Seldon Core 2.10 for enterprise ML serving on Kubernetes. Real Helm commands, Kafka gotchas, the SSE4.2 CPU trap, and verification steps.
Install RDKit 2026.03.2: Cheminformatics Library Setup Guide
Step-by-step guide to install RDKit 2026.03.2, the cheminformatics library. Pip, conda, and source builds covered, plus Boost error fixes and verification.
OpenRouter Setup Guide: Multi Model Router in 10 Minutes
Deploy OpenRouter as a multi model router: API key setup, OpenAI SDK swap, fallback config, and the rate-limit traps competitors skip.
Anthropic MCP Setup Guide: Deploy Servers the Right Way (2026)
Install Anthropic MCP servers on Claude Desktop with the .mcpb format and JSON config - covers the silent Windows MSIX config trap and async Tasks.
Deploy AutoGPT v0.6.59: Autonomous AI Agent Setup Guide
Step-by-step deploy guide for AutoGPT v0.6.59 - the self-hosted autonomous AI agent platform. Real commands, real gotchas, real fixes.
Qwen-VL Deploy Guide: Install Qwen3-VL Open Source VLM
Deploy the Qwen-VL open source multimodal model locally. Covers Qwen3-VL install, VRAM specs, transformers 4.57.0 trap, and real error fixes.
Install Hunyuan3D 2.1: 3D Generation AI Setup Guide
Deploy Hunyuan3D 2.1 locally with PBR textures, Python 3.10, and CUDA 12.4. Real commands, VRAM thresholds, and fixes for the rasterizer build.
Deploy PicoClaw v0.2.4: Embedded AI Agent Guide
Install PicoClaw v0.2.4 - the <10MB Go-based embedded AI agent. Docker steps, config gotchas, port 18800 fixes, and edge-device deployment notes.
Deploy Boltz-2 v2.2.1: Biomolecular Structure AI Guide
Step-by-step install guide for Boltz-2 v2.2.1, the open-source biomolecular structure AI that predicts protein-ligand binding affinity at 1000x FEP speed.
Kotaemon v0.11.2: Deploy Open Source RAG Search Locally
Step-by-step guide to deploying Kotaemon v0.11.2, an open source RAG search tool, with Docker, scripts, real install errors, and fixes.
Cerebellum v0.2.3 Install Guide (And Why It’s Now Deprecated)
Install Cerebellum v0.2.3 for AI browser automation, plus the deprecation notice every tutorial buries and what to migrate to next.