Model Context Protocol (MCP) Server Directory

Terraform state files hold the complete picture of your infrastructure, but querying them requires manual JSON parsing. This FastMCP server exposes Terraform state intelligence — resource inventory, drift detection, and cost estimation — directly to AI agents in Claude Desktop and Cursor.

Debugging Kubernetes clusters requires jumping between kubectl, Grafana dashboards, and logging tools. This FastMCP server consolidates cluster health, pod diagnostics, and resource optimization into a single MCP tool that AI agents can query directly from Claude Desktop or Cursor.

DataGrip 2026.2 introduces AI agent skills and MCP tools that let Claude Code, Codex, and Junie directly explore schemas, run natural-language queries, and perform schema cleanup with dependency safety checks.

Okta's new Agent SSO capability lets AI agents be treated as identities inside Universal Directory with the same access controls as human staff, using short-lived tokens instead of hard-coded API keys.

Gatik just raised $200M to scale driverless freight for PepsiCo, Walmart, and Tyson. This MCP server exposes autonomous freight tracking to AI agents with real-time ETA, route optimization, and exception management.

OpenAI's Assistants API sunset on August 26, 2026 marks the end of the first-generation agent API. This analysis covers what broke, what the Responses API and MCP migration path looks like, and the 5 architectural patterns that survived the transition.

Google just launched Gemini Enterprise for Legal. This MCP server provides the backend tooling—clause extraction, due diligence checks, and regulatory compliance—for AI agents working in legal workflows.

AI coding agents write code in seconds but wait 8 minutes for CI feedback. This CircleCI MCP server bridges the gap—letting agents trigger pipelines, parse test failures, and auto-fix builds without leaving their IDE.

NVIDIA Jetson Orin Nano 2 powers millions of edge AI devices, but monitoring fleet health requires a native MCP server. This guide builds one with tools for device telemetry, inference status, battery management, and task assignment.

Multi-region agent deployments lose state on failover. CockroachDB's distributed SQL provides globally consistent agent state with automatic failover. This MCP server exposes CockroachDB to AI agents for transactional state management across regions.

Weaviate's vector database powers semantic search for agent RAG pipelines, but connecting it to MCP requires stateless-aware tool design. This guide builds a production Weaviate MCP server with hybrid search, reranking, and per-tenant collection isolation using the 2026-07-28 spec.

OpenAI's Assistants API officially shuts down today, August 26, 2026. An estimated 2.3M active API keys and 47,000 production applications now return 404 errors. The Responses API and MCP are the official replacement path.