"Understanding Unstructured Data or Concepts" 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.

Trending/new/changed MCP servers: a liveness-probed freshness index + x402-paid change-data API

Tracker / Sigil / Cross-lens — every TunnelMind Data API operation as one MCP surface.

No account needed — connect, sign up, and query mobile attribution data from any AI tool

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

DriftOracle - 15 tools for model/data drift monitoring: PSI, KS-test, alerts, evidence packs.

Access UK air quality data, monitoring sites, and hourly pollutant measurements across regions

Anomaly detection API powered by physics simulation. Scan any data for outliers.

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

Paid agent trust checks, receipt verification, research, data work, and monitoring.

AI data intelligence platform that brings your data warehouse, dashboards, monitoring, and accumulated business knowledge into any MCP client. Connects to BigQuery, Snowflake, PostgreSQL, MySQL, ClickHouse, Redshift, Databricks, SQL Server, and Azure Synapse.

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

Query your team's drift, vulnerability, and upgrade data from any AI assistant. OAuth 2.1, 51 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

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.

PostgreSQL and Apache Kafka MCP server. Provision, query, and monitor managed cloud data services from AI assistants like Claude, Cursor, and VS Code.

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

Read-only access to your VortexIQ store data: audits, KPIs, alerts, Brand DNA, reports, Ask VIQ.

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