Model Context Protocol (MCP) Server Directory

Build MCP Servers with FastMCP is the process of using Anthropic's high-level Python framework to expose local databases, custom APIs, and terminal utilities to agentic clients like Claude Code. This approach connects lo...

Connecting n8n to MCP allows terminal agents like Claude Code to execute visual workflows by wrapping n8n webhooks in a FastMCP server. This integration standardizes custom API wrappers, reducing deployment time from six...

Browser Use AI Agent is an open-source automation library combining Playwright with LLM vision to run multi-step web tasks without static selectors. The agent acts by navigating pages, reading DOM elements, and invoking...

DeepSeek-R1 n8n Sunday Audit automates database security audits and log analysis on self-hosted n8n nodes using local Ollama runners. Running entirely offline, the system scans directories and alerts DevOps in 5 steps, s...

Claude Code Sunday Loop is a terminal-based autonomous pull request audit pipeline. Using Claude Code, the system checks open PR branches, runs local test suites, performs security scans, and logs feedback to GitHub in u...

MCP Server Sunday Setup connects PostgreSQL database schemas to Claude Code and Gemini 2.5 models using the Model Context Protocol. By defining read-only schema tools, the agent queries tables and compiles metrics locall...

Claude Code MCP agent data integration uses the Claude Code CLI with Postgres MCP servers to query, analyze, and report on database tables. Analysts deploying this setup report cutting data retrieval times from thirty mi...

Hermes self-improving agent protocol uses the Hermes Protocol with Model Context Protocol tools to build autonomous self-healing software agents. AI engineers deploying this open-source setup report cutting technical deb...

Google ADK multi-agent uses the Google Agent Development Kit framework and Gemini models to orchestrate cooperative multi-agent systems. Cloud architects deploying this open-source stack report cutting development mainte...

OpenClaw, Make.com, and n8n serve different automation needs in 2026. This comparison helps you decide which platform to use for autonomous AI workflows, multi-agent systems, and business process automation.

An agent is a process running in a second-level OS. The harness defines boundaries, the loop manages execution. New architectural thesis from Stefano Maestri reframes agent design.

Enterprise agentic AI in 2026: MCP standardization, rubric-based evaluation, observability, and autonomy matching. 88% of early adopters see positive ROI. Complete production guide.