Model Context Protocol (MCP) Server Directory

Codex OMX Autopilot transforms Codex CLI into a multi-agent platform with 30 specialized agents and 39 workflow skills with automatic verify-fix loops for quality assurance. The verifier judges each agent output against...

A Hermes Kanban multi-agent swarm is a durable SQLite-backed task board where multiple Hermes agent profiles collaborate on work items simultaneously. Each task is a database row with status, assignee, and priority field...

Codex CLI native subagents for CSV batch processing let you write a JavaScript orchestration script that fans work across 50 or more subagents in parallel. The orchestrator reads the CSV file, partitions rows into equal...

A Codex CLI MCP multi-agent pipeline exposes Codex CLI as an MCP server orchestrated with the OpenAI Agents SDK. A Project Manager decomposes your goal into requirements and test documents then enforces gated handoffs ac...

Deep research for supply chains uses LangGraph and Claude 3.5 Sonnet to build autonomous agents that monitor logistics risks, demand trends, and supplier reliability. By using stateful cyclical logic and the Model Contex...

MCP Enterprise Data Integration is an architecture workflow that uses the Model Context Protocol to connect AI models like Claude 3.5 Sonnet directly to enterprise data silos like Postgres and Notion. The AI agentically...

Autonomous security audits with Claude Code use the Claude 3.7 Sonnet model to conduct deep scans for logical vulnerabilities like insecure direct object references and race conditions. By spawning parallel sub-agents to...

In 2026, engineering teams are switching to terminal-native autonomous agents like Claude Code and Gemini CLI because they offer direct access to the local filesystem, git history, and shell environments. This 'contextua...

Migrating 500 plus files with Claude Code involves using the terminal-native agentic loop and parallel agents feature to rewrite Express.js routes into Fastify equivalents. By initializing Claude Code with a CLAUDE.md me...

The transition from Copilot to Autopilot in 2026 is driven by the Hermes Protocol. While copilots require human prompting for every step, the Hermes Protocol enables agents to autonomously plan, execute, and self-correct...

The A2A (Agent-to-Agent) protocol is a horizontal communication standard that allows AI agents from different frameworks to discover, delegate, and collaborate on tasks. Unlike the Model Context Protocol (MCP), which con...

Generative Engine Optimization (GEO) is the process of optimizing content to be cited as a primary source by AI search engines like Perplexity, Gemini, and SearchGPT. In 2026, the 6 pillars of GEO include: Claim-based ar...