MCP servers in the Monitoring category. Search by intent and copy ready-made configs for Claude Code and Cursor.
Socket.IO-style telemetry for MCP servers. Instrument a tool call with a few lines of `mcp-telemetry-sdk`, and `telemetry_subscribe` streams its live progress (steps, logs, cost, done) to any connected MCP client via `notifications/progress` — no polling, and a job started in one session can be watched from a completely different one.
No reliable install_ref — see repo instructions.
Sentry.io integration for error tracking and performance monitoring
No reliable install_ref — see repo instructions.
Debug your Container and Kubernetes workloads with an AI interface powered by eBPF.
No reliable install_ref — see repo instructions.
MCP server that checks the live status of 3831 software services in real time. Ask your AI agent "is GitHub down?" or "what's wrong with Sentry?" — and get a live answer pulled directly from official status pages, including full incident detail when something is broken. `npx -y github:jabbawocky/statuscraft`
claude mcp add statuscraft -- npx -y github
Raygun API V3 integration for crash reporting and real user monitoring
No reliable install_ref — see repo instructions.
Zero-config data quality monitoring across Postgres, BigQuery, Snowflake, MySQL, and DuckDB. Profile a warehouse, detect anomalies (volume, schema drift, freshness, NULLs, distribution, cardinality), with optional dbt manifest lineage. Read-only — connection resolved server-side, never passed via the model.
No reliable install_ref — see repo instructions.
Data freshness verification for AI agents. Probes endpoints for HTTP cache staleness, latency percentiles, content fingerprinting, TLS health, DNS timing, and redirect chains. Returns deterministic FRESH/STALE/UNKNOWN verdicts with NIST AI RMF mapping. CLI + MCP server + HTTP API with Prometheus metrics and YAML policy engine.
No reliable install_ref — see repo instructions.
An MCP server that allows querying Loki logs through the Grafana API.
No reliable install_ref — see repo instructions.
Fast and minimal Sentry MCP server written in Rust
No reliable install_ref — see repo instructions.
A Prometheus Model Context Protocol Server.
No reliable install_ref — see repo instructions.
Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster
No reliable install_ref — see repo instructions.
VMware Aria Operations monitoring — performance metrics, alarms, capacity analysis, and anomaly detection across vSphere infrastructure. 27 tools (21 read, 6 write) with audit logging for acknowledge/cancel actions.
No reliable install_ref — see repo instructions.
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