Articles by tag: mcp-protocol

ToolBench: quality crisis of MCP servers

ToolBench analyzed 41K MCP servers: 76% F rating. Evaluation criteria, API barriers. Study the benchmark for AI agents and choose reliable tools.

10 Open Source AI Projects GitHub 2025

Review of 10 fresh open source AI projects: MCP, multi-agents OWL, TTS VoiceStar. For developers — protocols, benchmarks, GitHub repositories. Study LLM integration trends.

AI agent for analyzing DevOps alerts with MCP

Develop a PoC bot on n8n with Claude and MCP for automatic parsing of alerts in K8s, VictoriaMetrics, Loki. Get ready-made commands and context. Instructions for middle/senior DevOps.

WebAssembly for AI skills: Luminarys AI

Luminarys AI platform isolates skills in WASM sandboxes, supports Go/Rust/AS, clustering. For middle/senior dev: security, scaling, MCP. Deploy autonomous agents without risks.

Claude Code for task analysis without code

Learn how Claude Code automates competitor analysis, interviews, and data for product managers. Subagents, skills, MCP. Get started in 5 minutes — read the guide.

Agentic AI 2026: trends for developers

Study agentic AI, MCP, multi-agent systems and vibe coding in 2026 development. Master agent orchestration and AI-native architecture to improve performance. Start applying trends today.

Local AI for Home Assistant: Ollama and MCP

Deploy AI agent for smart home on Ollama, Whisper, OpenClaw without cloud. Bypass tool calling Llama 8B, GPU optimization, automation scripts. Instructions for middle/senior dev.