AI Tools

Expose every legacy REST API in your enterprise as a Model Context Protocol tool without rewriting a single endpoint, using Kong AI Gateway's MCP proxy with rate limiting, tracing, and per-tool ACLs.

Learn how to build a production-grade Model Context Protocol (MCP) server for Shopify Admin using FastMCP, enabling Claude and Cursor to autonomously manage inventory, process orders, and generate real-time e-commerce analytics.

The MCP Tasks extension (SEP-2663) finally lets tools return a taskId while a job runs in the background. Build a server that queues, polls, and reports long-running jobs to Claude Desktop and Cursor - durable and stateless-friendly.

Microsoft shipped the Azure DevOps Remote MCP server in general availability on Aug 5, 2026. Here is how to build and secure a production-grade Azure DevOps MCP server with Entra OAuth 2.0.

Transform your SRE workflows with AI. This 1,200+ word guide demonstrates how to build a Datadog APM & Synthetic Tracing FastMCP Python Server to empower Claude Desktop and Cursor IDE with autonomous incident response and log analysis capabilities.

Unlock autonomous log triage, distributed tracing analysis, and high-performance text search by connecting your Elasticsearch cluster directly to Claude Desktop and Cursor IDE via the Model Context Protocol (MCP).

Equip your AI assistants with lightning-fast log searching and real-time data analytics using the ClickHouse Model Context Protocol (MCP) Server.

Automate your revenue operations by connecting AI agents to your Stripe billing infrastructure using a custom FastMCP server.

A definitive, 1,200+ word technical guide on building a Prometheus and Kubernetes Diagnostics MCP Server, transforming Claude into an autonomous Site Reliability Engineer (SRE).

A comprehensive, 1,200+ word guide to building a scalable Pinecone FastMCP Server with hybrid search, namespace isolation, and zero-session architecture for autonomous AI agents.

Build a Weaviate Vector Database MCP server for Claude Desktop and Cursor: BM25+dense hybrid search, vectorization, typed cross-references for graph RAG, and an OAuth 2.0 secured streamable-HTTP transport.

Enforce the OWASP Top 10 for LLM Applications 2026 from an MCP server: LLM01 prompt-injection blocking, Presidio PII redaction, Gitleaks secrets detection, and system-prompt-leak defense for Claude Desktop and Cursor.