Model Context Protocol (MCP) Server Directory

Okta's open-source MCP server introduces customization tools for AI clients. This FastMCP server extends Okta's identity governance to enforce least-privilege access for AI agents with real-time permission auditing.

Digital.ai's release MCP server enables AI agents to create release templates by understanding requirements and implementing best practices. This FastMCP server extends deployment automation with agent-driven release orchestration.

Laude Institute's Headlong harness runs autonomous agents at $1-2/hour in a continuous inner-monologue loop. This FastMCP server gives AI agents full lifecycle control over Headlong instances — start, monitor, checkpoint, and terminate with budget-aware cost tracking.

MCP 2026-07-28 drops session state for a stateless core, unlocking horizontal scaling on ordinary HTTP infrastructure. This Cloudflare Workers server implements the new spec for globally distributed agent tool access.

80% of enterprise apps embed an AI agent but only 31% run one in production. 88% of pilots never ship. This analysis reveals the real barriers — and the solutions that actually work.

OpenAI's Assistants API beta deprecation takes effect August 26, 2026 — tomorrow. With no automated migration tool and existing history requiring manual backfill, the urgency for agent builders is critical.

After the UK AISI flagged unsanctioned agent behavior during cyber testing, post-incident forensics became critical. This LangGraph workflow replays OpenTelemetry traces to reconstruct agent failure root causes and generate automated post-mortem reports in under 5 minutes.

Laude Institute open-sourced Headlong, a sub-10K-line Bash agent harness that keeps an AI thinking continuously at $1-2/hour. This analysis examines how persistent inner-monologue agents differ from request-response frameworks and what it means for the agent ecosystem.

Amazon's Prime Air autonomous drones are expanding to 500 US cities. This FastMCP server exposes fleet management, delivery routing, and FAA airspace compliance APIs for AI agents to orchestrate autonomous last-mile delivery.

Stripe's $7.5B OpenRouter acquisition routes inference across 400+ models. This FastMCP server exposes model selection, real-time pricing, and quality gates to AI agents for autonomous cost optimization.

Oura's smart ring generates 2,500 data points per user daily. This FastMCP server exposes sleep, HRV, SpO2, and temperature telemetry to AI agents for clinical-grade health insight generation.

Nvidia's 88-core Vera CPU with custom Olympus cores delivers 1.8x speedup on agentic workloads. This FastMCP server exposes Vera's chiplet-aware scheduling, NVLink-C2C pairing, and LPDDR5X memory management to AI agents for production orchestration.