"An overview or explanation of 思维链 (Chain of Thought)" matching MCP connectors:

SupplyMaven supply chain risk management data including manufacturing, port and airport congestion, border, materials and macro indexes

Query 90 days of honeypot probe data: IP reputation, scanners, CVE probing, TLS/SSH fingerprints.

Third-party signed reads of how an AI agent behaved: drift, vows, and the town it works in.

Core Web Vitals metrics by CMS, CDN, and framework — free remote MCP, no auth.

Read monitors, incidents, heartbeats, on-call and status pages; acknowledge or resolve incidents.

Track cost, latency, and usage of every MCP tool call from any client (Claude, Cursor, Windsurf). Free 25K calls/month — open-source proxy, EU-hosted.

ThreatFox MCP — abuse.ch indicator-of-compromise feed (free, key required)

Real-time supply chain risk intelligence — 24 tools, proprietary indices, predictive signals

Gain visibility into the performance, availability, and health of your apps and infrastructure.

Track AWS SES bounces, complaints, and delivery stats from your coding agent. Requires a Sessy API key from https://app.sessy.do/api_keys. Does not send email or change SES settings.

Furgonetka MCP Server is an extension for LLMs (such as Claude) that integrates AI assistants with Poland's most popular courier brokerage platform. The server enables models to interact directly with services from various couriers (including InPost, DPD, DHL, UPS, and Poczta Polska) through a single, unified interface. With this integration, your AI stops just "writing about logistics" and starts actually managing it.

An MCP server giving access to Grafana dashboards, data and more.

Append an operations activity entry

An AI that doesn't just answer questions about your IoT deployment — it changes it. Kilo is the IoT platform where AI controls real-world devices: point Claude, ChatGPT, Cursor or Codex at a live commercial deployment and read live telemetry, provision LoRaWAN and MQTT hardware, deploy automation rules, work the alarm queue, and send commands to physical equipment. Hosted and OAuth-secured — no API key to mint, and your assistant is bounded by your own permissions. https://kiloiot.io

Enables monitoring and management of Ruckus Unleashed WiFi controllers, including APs, clients, WLANs, and system events. MCP server for Ruckus Unleashed (tested on R500/R600, built-in Embedthis-Appweb web server). Uses aioruckus to talk to the controller's AJAX API.

High-performance array aggregation and metrics clearing engine. Cleans and bucket-groups noisy metric streams via an $O(N)$ single-pass data sweep. Operates natively with the pay-per-call x402 micropayment framework.

Evidence-governed screening of material decisions about physical assets and operational systems.

The statistical analyst in your AI chat — validated, citable, re-runnable analysis of your data.

Uptime, SSL, DNS and domain monitoring you can talk to from Claude or any MCP client.

Privacy-first web analytics, exposed to your AI agent as a first-class data source. The agent sees your traffic, referrers, geos, devices, live visitors, and custom events, and can reason across them. Ask what changed since the last deploy, why a campaign underperformed, which segment of signups actually activated, or have it build a conversion funnel and alert you when bounce rate spikes.