"Understanding Call Hierarchy in Software Development or Programming" matching MCP connectors:

Live status for 172 cloud and SaaS vendors from their official feeds. Is it you, or is it them?

Check if an AI model is deprecated, retiring, or silently changed price or context window.

Uptime, API and server monitoring with outages, reporting, on-call and status pages.

Give AI coding agents access to your Vynix visual feedback, bug reports, and AI diagnosis.

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

Read incidents, services, teams, on-call schedules; acknowledge, resolve and note incidents.

Manage incidents and on-call: list/create/update incidents, who is on call, on-call overrides.

Pay-per-call change-intelligence feeds for AI agents over x402 (deps, security, regs, tariffs)

Pay-per-call live telemetry, environmental metrics, transit state vectors, blockchain reads, network/security lookups and real-time utilities for AI agents using x402 and MCP.

Uptime and website monitoring for AI agents. Query monitor status, incidents, heartbeats, domain expiry, and status pages in your Vantaj Uptime workspace.

Live reliability for AI agent tools: is it working right now, and how do I call it correctly?

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.

Connect Google Analytics to ChatGPT. Query GA4 data in plain English and get instant insights.

Mezmo MCP is a remote Model Context Protocol (MCP) server that lets AI assistants and IDE chat agents interact with the Mezmo observability platform via the Model Context Protocol. Use it for streamlined observability, log analysis, and root-cause analysis in your favorite tools. Add Mezmo MCP and you can: 🕵️ Run advanced Root-cause analysis over recent logs 📦 List and describe Pipelines 📤 Export and filter Logs with powerful query syntax

Analyze web performance and get optimization insights from GTmetrix, directly in your AI workflow.

Read Spike.sh incidents, on-call, escalations and services; acknowledge, resolve, set priority.

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

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

See, price, and control every tool call your AI agents make: policy checks, cost, and audit tools.

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