AI Tools
Evaluations and benchmarks of AI developer tools, IDE extensions, and vector databases.
ARD MCP Server: Discover & Route Agent Tools Across the Web
Google's Agentic Resource Discovery (ARD) protocol, built under the Linux Foundation AAIF, lets an agent ask what is available before anything runs. This guide builds a stateless ARD-style MCP discovery server that indexes plugins, MCP servers, and skills and answers query-by-task searches with ranked, cacheable results.
Agent Plugins MCP Installer: Bundle Skills into Claude & Cursor
Agent Plugins 1.0.0 is the Linux Foundation AAIF's vendor-neutral bundle format from Amazon, Cursor, Microsoft, OpenAI, and Vercel. This guide builds a stateless FastMCP installer that fetches, validates, maps, and installs plugin bundles into Claude Desktop and Cursor - and uninstalls or updates them on demand.
GitHub Copilot Enterprise MCP Allowlist Server Guide
Implement centralized policy enforcement for AI agents with a GitHub Copilot Enterprise MCP allowlist server managing allowed and denied tools.
Dimensions Research Database MCP Server: Agentic Science
Connect AI agents to the Dimensions API to search across 150M+ scientific publications, patents, clinical trials, and grants.
Cloudflare Agentic Payments & Wallet Settlement MCP Server for Claude Desktop & Cursor
Unlock autonomous economic agency by building a FastMCP TypeScript server that integrates Cloudflare's AI Wallets. Let your agents transact safely with micro-payments and spend caps.
NIST TEVV-Athlon AI Agent Security & Verification MCP Server
Integrate military-grade AI security frameworks directly into your agentic workflows. Build a FastMCP Python server to expose NIST TEVV-Athlon verification tools.
AI-RAN Network Optimization & Autonomous Cell Configuration MCP Server for Claude Desktop
Build an MCP server that lets AI agents autonomously optimize 5G/6G radio access networks, configure cell parameters, and manage spectrum allocation in real-time.
Ollama Local Model Manager MCP Server: Run Muse Glimmer & Open-Weight LLMs via Claude Desktop
Build an MCP server that wraps Ollama's REST API, enabling Claude Desktop and Cursor IDE to pull, run, manage, and benchmark local open-weight models.
Build a Vercel & Linear Hybrid MCP Server for AI Agents
A complete tutorial on building a hybrid MCP Server that bridges Vercel deployments with Linear issue triage using FastMCP v2.
Build a Terraform & AWS CI/CD Infrastructure MCP Server
A comprehensive guide on deploying a cloud-native Terraform & AWS MCP Server for automated infrastructure provisioning via AI agents in 2026.