Model Context Protocol (MCP) Server Directory

Connect your AI agents directly to Shopify with this comprehensive MCP server guide. Automate fulfillment, manage inventory, and scale your e-commerce operations in 2026.

Amazon's massive $50 billion investment in OpenAI radically shifts the cloud landscape. We break down the unit economics and new primitives developers must master.

Transform your issue tracking into an autonomous system. Build a Linear MCP server that empowers AI agents to triage bugs, update project states, and assign tasks.

Move beyond simple sentiment analysis. Build a multi-agent quantitative trading swarm that researches, backtests, and optimizes trading strategies using CrewAI and LlamaIndex.

With the EU AI Act now fully enforced, Anthropic's cryptographic watermarking provides a seamless path to compliance without sacrificing model performance.

Discover how enterprise teams are replacing brittle Airflow DAGs with autonomous, self-healing multi-agent ETL pipelines using n8n and LangGraph.

Gemini Spark dropped from the $99.99 Ultra tier to the $19.99 AI Pro plan on July 25, 2026, making always-on personal agents a consumer product. This workflow builds spark-sleeper, a LangGraph pipeline that runs a personal agent 24/7 on cloud compute: it ingests tasks from any device, wakes on schedule or trigger, executes long-running work with a durable task queue, checks every spend against a hard monthly cap, and reports results back to the user's channel of choice — the Gemini Spark pattern as an open workflow you control.

Assort Health raised a $120M Series C at a $1.2B valuation in August 2026, expanding from voice AI into an agentic system for the whole patient journey. This workflow builds care-flow, a LangGraph pipeline for healthcare front offices: a voice agent answers inbound calls, triages the request with structured symptom intake, books or reschedules appointments against the practice schedule, and routes anything clinically uncertain through a human escalation gate before any medical decision.

Google's agentic shopping features now place real calls to stores, and consumer callers like Assindo navigate IVR menus and hold queues. This workflow builds call-runner, a LangGraph pipeline that makes outbound calls for a user: it plans the call from a task brief, dials through Twilio, navigates IVR menus with speech recognition, handles hold queues, executes the script, and logs a completion verdict — done, needs callback, or failed — with a transcript the user can check.

Outbound voice is a mainstream agent capability in 2026 — Google's shopping agent calls stores and consumer callers navigate IVR menus. This MCP server — twilio-voice-mcp — gives any agent the same capability as governed tools: place outbound calls, speak text with AI disclosure, navigate IVR menus, capture transcripts, and report completion. Built with FastMCP in TypeScript with inputSchema JSON definitions, an mcpServers config, and an OAuth 2.0 / API-key security guide.

The BenchLM August 2026 leaderboard is the deployment guide for agent builders: Claude Mythos 5 tops the composite at 83.2, Qwen3.8 Max leads open weights at 79.9, and MiniMax M3 sits at 68.8. This MCP server — benchlm-mcp — exposes that leaderboard to agents as governed tools: query model scores by benchmark, compare two models, and pick the cheapest model that clears a quality threshold. Built with FastMCP in TypeScript with inputSchema JSON, mcpServers config, and an API-key security guide.

AI agent startups raised roughly $1.8 billion across a dozen or more deals in July 2026, with average valuations up about 40% quarter over quarter. The leaders: Harvey AI's $200M Series C at a $2.1B valuation, Assort Health's $120M Series C at $1.2B, and Rime's $24M Series A for voice models — with Lovable, Glean, and Hebbia close behind. Almost all of the money funds agents that work for businesses. This briefing covers what the wave is funding, the voice-agent thesis, and what the pattern says about where the market is heading.