AI Tools
Evaluations and benchmarks of AI developer tools, IDE extensions, and vector databases.
Build an Agentic-Commerce MCP Server for Payments & Fulfillment
On Aug 17-18 2026 Alipay unveiled China's first full-stack agentic commerce platform: merchants convert pages, products, and service workflows into agent-ready Skills and MCP tools, unified over AI payment, KYA trusted identity, risk management, and service fulfillment — with AHA for cross-agent/cross-device interoperability and ACT 2.0 for delegation, audit trails, intent verification, and payment channels. Ah Bao (Alipay's consumer agent, June 2026) already spans 10,000+ services across 5 smartphone brands (70%+ market) and 16 automakers. This dispatch builds agentic-commerce-mcp, a FastMCP Python server exposing eight governed tools — create_payment_intent, confirm_payment, issue_refund, verify_identity, create_order, check_fulfillment_status, get_merchant_skill, list_skills — with a spend-ceiling guard, a human-approval gate on irreversible actions, inputSchema, mcpServers config, and OAuth 2.0 signed/idempotent security.
Build a Lightweight Browser-Runtime MCP Server for Agents
Cloudflare shipped Kitesurf (week of Aug 19 2026), a browser runtime built for AI agents that runs on Cloudflare Workers using roughly 3-7x less CPU and memory than Chromium while passing more than 235,000 web platform tests — a lightweight alternative to full headless Chromium for agent web automation. This dispatch builds browser-runtime-mcp, a FastMCP Python server exposing ten governed tools — open_page, get_text, click, type_text, screenshot, wait_for, fill_form, extract_table, session_state, close_page — where every call returns a compact accessibility-tree view instead of raw HTML to save tokens, with a concurrency/rate-limit guard, privacy mode (trackers/ads blocked by default), and a per-agent session sandbox.
Build a Cerebras Fast-Inference MCP Server for AI Agents
On Aug 13 2026 OpenAI previewed Ultrafast — GPT-5.6 Sol at up to 750 output tokens per second (~14x Standard), powered by Cerebras wafer-scale engines (900,000 cores, 44GB SRAM on one slab). This dispatch builds cerebras-fast-mcp, a FastMCP Python server exposing four governed tools — complete_fast, tokens_per_second, route_fast_vs_standard, failover_standard — with a TTFT latency guard, a per-request cost/jitter meter, inputSchema, mcpServers config, and OAuth 2.0 scoped-token security.
Build a Lean 4 MCP Server for Formal-Verification Agents
Anthropic's unreleased frontier model tested 650 ideas across 60 subagents (31M tokens) on the Riemann Hypothesis — and the confirmed findings were formalized in Lean, making Lean the emerging proof-of-correctness gate for both math and AI code. This dispatch builds lean-mcp, a FastMCP Python server exposing five tools — check_lemma, compile_project, list_theorems, propose_tactic, check_import — with inputSchema, mcpServers config, and a localhost transport secured by OAuth 2.0-scoped registry tokens.
Build a Warehouse MCP Server for Agentic Inventory & Fulfillment
Agents belong on the warehouse floor in 2026. warehouse-mcp is a production FastMCP Python server giving AI agents six governed tools — item lookup, stock levels, order picking, restock triggers, supplier status, low-stock alerts — with inputSchema, mcpServers config, OAuth 2.0/API-key security, and retry rules for unreliable WMS backends.
Build a Cost-Aware Model Router MCP Server for Peak/Off-Peak
DeepSeek's Aug 16, 2026 peak/off-peak rate card made time-of-day a first-class LLM cost input. This guide builds cost-router-mcp, a FastMCP Python server that routes agent calls to the cheapest eligible model — with a routing engine, cost-table JSON, provider config, token-budget caps, fallback retries, and OAuth 2.0/API-key security.
Dominate 100M+ Rows: Build a Snowflake MCP Server For Real-Time Analytics (2026)
Turn your AI agent into a senior data analyst. Build a Snowflake MCP server that executes optimized SQL, analyzes schemas, and securely retrieves massive datasets.
Master 10x E-Commerce: Build a Shopify MCP Server That Automates Fulfillment (2026)
Connect your AI agents directly to Shopify with this comprehensive MCP server guide. Automate fulfillment, manage inventory, and scale your e-commerce operations in 2026.
Unlock 5x Developer Velocity: Build a Linear MCP Server For Autonomous Triage (2026)
Transform your issue tracking into an autonomous system. Build a Linear MCP server that empowers AI agents to triage bugs, update project states, and assign tasks.
Build a Twilio Voice & IVR MCP Server for Agentic Outbound Calls
Outbound voice is a mainstream agent capability in 2026 — Google's shopping agent calls stores and consumer callers navigate IVR menus. This MCP server — twilio-voice-mcp — gives any agent the same capability as governed tools: place outbound calls, speak text with AI disclosure, navigate IVR menus, capture transcripts, and report completion. Built with FastMCP in TypeScript with inputSchema JSON definitions, an mcpServers config, and an OAuth 2.0 / API-key security guide.
Build a BenchLM Model-Evaluation MCP Server for Agent Model Selection
The BenchLM August 2026 leaderboard is the deployment guide for agent builders: Claude Mythos 5 tops the composite at 83.2, Qwen3.8 Max leads open weights at 79.9, and MiniMax M3 sits at 68.8. This MCP server — benchlm-mcp — exposes that leaderboard to agents as governed tools: query model scores by benchmark, compare two models, and pick the cheapest model that clears a quality threshold. Built with FastMCP in TypeScript with inputSchema JSON, mcpServers config, and an API-key security guide.