"An explanation or exploration of reasoning" matching MCP connectors:

Pay-per-call URL intelligence for AI agents via x402 USDC on Base; no account or API key.

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

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

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)

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

List datasets, schemas, run APL queries, and use prompts for exploration, anomalies, and monitoring.

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.

Append an operations activity entry

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

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.

Read-only MCP server for Yandex Metrika analytics. Query visits, sources, geography, devices and more in plain language — directly in Claude, Cursor, or any MCP client.

Mobile observability for AI agents. Investigate crashes, hangs, ANRs, bugs, and app performance, and triage app store reviews, directly from your IDE or terminal.

Track agent ROI and enrich companies via MCP. Remote, OAuth 2.1, no install or keys.