Model Context Protocol (MCP) Server Directory

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.

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.

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.

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.

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.

General Intuition, valued at $6B after tripling in 8 weeks, builds world models for predictive simulation. This FastMCP server exposes their simulation API to AI agents for causal inference, counterfactual analysis, and multi-step scenario planning before executing real-world actions.

Eliminate static credentials in agent workflows with HashiCorp Vault. Complete FastMCP TypeScript implementation with just-in-time token rotation and auto-revocation.

Debug multi-step agent trajectories with OpenTelemetry GenAI Semantic Conventions. Complete Python FastMCP implementation with live trace hierarchy and span bottleneck detection.

Scale agent observability to billions of events with a ClickHouse APM MCP Server. Complete Python FastMCP implementation with sub-second span analytics.

MiniMax H3 is the first fully open omni-modal model generating 2K video with native stereo audio. This FastMCP server exposes its video, audio, and image generation capabilities to AI agents for automated media production pipelines.

NeMo Guardrails runs as a standalone Python library. This FastMCP server exposes it as a networked MCP tool, letting any agent validate outputs, detect injections, and enforce schemas without embedding guardrails code locally.

Firebase's official MCP server lacks Admin SDK operations. This FastMCP TypeScript server exposes Firestore queries, Auth user management, and Cloud Functions deployment to Claude Desktop and Cursor agents.