MCP Servers 113
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Observability AIops
Governed Prometheus + Grafana ops: PromQL, alerts, dashboards, RCA; 39 tools.

Agent Observability
AI agent observability with deterministic record/replay for debugging agent failures.

Observability
Observability for incident agents — query Loki (LogQL), Prometheus (PromQL), Elasticsearch.

Ctc Monitor
Global tech news from 500+ sources — China, SEA, India, MENA, Africa, LatAm, Europe.
Server
Observability MCP server: query LLM cost/errors/latency & operate alerts/evals from Claude/Cursor
AppContext
Live iOS Simulator and browser screenshots, logs, and a personal MCP hub for AI coding agents.

Agent Observability
Agent observability: structured logging, cost tracking, and compliance audit trails
TrustNotch
Tamper-evident audit logs for AI agents: submit, fetch, and verify cryptographic proof bundles.
Footnote
Every number in an AI answer traces back to the rows that produced it.
Holster MCP
Local-first secret scanning, rotation, vault, and audit-log tools for AI agents.

MCP Health Monitor
Monitor MCP server health, uptime, response times, and Azure DevOps pipeline status

Airspace Monitor
Airspace Monitor MCP Server by MEOK AI Labs
IDLE Protocol
Web scraping, inference, DNS, monitoring from residential IPs — pay per request in USDC

Monitoring AIops
Governed SolarWinds Orion + PRTG + Zabbix ops: SWQL, alert rollup, health, 42 tools.

Trace Forge
Structured execution trace and span logging for AI agents

Append Log MCP
A generic append-only log MCP server.
Deviceshelf Server
Query your local network in plain language: devices, open ports, security findings and alerts.

News Monitor
Aggregated news monitoring across Swiss public media RSS feeds

Brand Monitor
Monitor domain expiry, SSL certs, and social handle availability across platforms.

Server Health Monitor
Health monitoring for all your MCP servers
Befall
Coordination rooms for AI coding agents — path locks, tasks, and conflict alerts.

Observability Server
MCP server for querying logs from observability platforms with unified search and tracing
