"A server to improve math capability of AI" matching MCP connectors:

SSRF-safe web intelligence: 4 outcomes, 43 paid x402 tools, 3 free tools and a URL preview.

Find your AI agent's likely failure mode, get runtime settings, and clarify ambiguous prompts.

Live internet-censorship signals and tamper-evident, pre-registered, hash-chained AI model evals.

Fixter's MCP provides a stream-lined agentic way to onboard, setup and use the Fixter monitoring and observability platform. Check out more at https://fixter.dev/

290+ quality-scored API capabilities for AI agents across 27 countries via MCP.

AI agent infrastructure: dedup, cost prediction, validation, governance, failure intelligence.

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.

Discover, compare, and monitor 1,400+ APIs directly from your AI coding agent.

Monitoring for agencies — uptime, SSL, DNS, blocklists, AI visibility, MCP health. 8 no-auth tools.

Verifier-grounded AI promotion gates, disposable report cards, and signed PASS/HOLD/BLOCK receipts.

Uptime watchdog and dead man switch for AI agents and cron jobs. Alerts you when a job goes silent.

Query analyzed WebRTC sessions: observations, deductions, experience scores, and AI summaries.

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

Check real-time uptime and incident status for 285 APIs and cloud services.

Live health and AI-readable metadata of invokera.com. Demo of an Invokera-hosted MCP server.

Measured readings on open-source dependencies: health, end-of-life, model prices, incidents.

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

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

Find MCP servers and check whether they actually respond, via live handshake probes.