Monitoring & Observability MCP servers

Local workspace memory: indexes Markdown, CSV and session logs into a vector store with hybrid search, cross-session memory and knowledge graph visualization.

Query and configure CheckMK monitoring: hosts, services, rules, downtimes, metrics

Self-hosted policy enforcement for MCP server fleets: deterministic admission and egress policies, attributable audit logs and SIEM export.

Drive native GUI apps under development: launch, screenshot, read the accessibility tree, inject input, tail logs and diff frames on desktop, Android and iOS.

AI API cost tracking and budget enforcement across LLM providers: spend analytics, budget monitoring, session summaries and key management.

DevOps and networking tools: network monitoring, system diagnostics, automation workflows and infrastructure management.

Read-only access to OpenObserve Community Edition: search logs, traces, stream schemas and dashboards without an Enterprise license.

Microsoft Dataverse: entity CRUD, FetchXML and OData queries, metadata inspection, workflow execution, audit logs and Power Platform integration.

Internet speed testing: download and upload speed, latency, jitter, and CDN server detection with geographic mapping.

Model Context Protocol server for New Relic observability platform integration

Reads local Claude Code, Codex and OpenCode usage logs: token totals, daily and hourly activity, per-agent and per-model breakdowns and a year-in-review recap.

Read-only access to Spanlens LLM observability: request logs, costs, agent traces, anomalies, model savings and per-user analytics.

Read-only VMware vSphere/vCenter monitoring: inventory, alarms, events, host health, VM info and snapshot listing.

XRP Ledger access: account information, transaction history, ledger objects, transaction submission and network monitoring.

A Model Context Protocol server for managing, monitoring, and querying data in CockroachDB.

Uptime monitoring over MCP. List and create checks, read incidents and results, manage maintenance windows and status pages. Self-hosted single Go binary, 40 check types, probes in several regions.

Auth proxy for MCP servers: OAuth2 with DCR, JWT, RBAC, rate limiting, multi-server aggregation and a monitoring dashboard.

SRE observability for Kubernetes and OpenShift: Tekton pipeline debugging, log analysis, root cause analysis and predictive monitoring.

Read-only data quality monitoring for Postgres, BigQuery, Snowflake, MySQL and DuckDB: warehouse profiling, anomaly detection and optional dbt lineage.

Nutrition and hydration tracking: food search, barcode lookup, meal estimation, intake logs and daily summaries.

A code observability MCP enabling dynamic code analysis based on OTEL/APM data to assist in code reviews, issues identification and fix, highlighting risky code etc.

Transparent MCP proxy that intercepts JSON-RPC messages, measures latency, stores traces in SQLite, PostgreSQL or MySQL, and exports OpenTelemetry spans.

OPNsense firewall operations via API: query ARP, DHCP, firewall rules, logs, interfaces, system status and packet captures.

Full Procore REST API access for construction project management via discovery and execution tools: projects, RFIs, submittals, daily logs, budgets and more.

Deployment tracking and monitoring with live status badges.

Interact with Edge Delta anomalies, query logs, patterns and events, find root causes and optimize pipelines.

MCP server for Zabbix monitoring and automation

Agent evaluation and observability: trace logging, output quality evaluation, cost tracking, built-in eval rules, a real-time dashboard and PII detection.

Thales CipherTrust Manager integration for key management, cryptographic operations and compliance monitoring.

Model context protocol server for self-hosted Sentry instances with debugging tools.

Read-only Tautulli (Plex monitoring) access: activity, history, library and user stats, transcode analysis and resolution breakdowns.

Fetch recent public X/Twitter posts by named handle for monitoring, comparison, OSINT, and research.

Manage local or remote Docker daemons: containers, images, Compose, Swarm, Buildx, Scout and OCI registries, with read-only hosts for safe monitoring.

Safe, read-only database access with SQL guardrails, table allowlists, PII masking and audit logs.

Access the Umami Analytics API: websites, stats, sessions, events, reports, users, teams and realtime monitoring.

Observability for AI coding: tracks token usage and time, and turns AI deviations into persistent project rules.

Rust MCP gateway with Code Mode, authentication, setup, logs, CLI, HTTP API, and operator web UI.

See and control long-running processes such as web servers: start, stop, restart and read logs.

Monitor the operational status of major digital platforms.

Unofficial MCP server for the Polish Fitatu app. Search foods and manage meals, recipes, and logs.

Hardware probe for performance diagnostics, thermal monitoring, and LLM optimization.

Query Grafana Loki directly with a discovery-first workflow: labels, values, series and LogQL queries, without requiring Grafana.

Unified observability gateway for AI agents — Prometheus, Loki & more, with anomaly detection.

Webmin Linux system administration: services, users, storage, security, databases and more.

Remote server work via the local OpenSSH client: run commands, transfer files with checksums, search logs and audit hosts, with destructive commands blocked.

Datadog observability: grep-like log search, APM trace filtering by duration, status and errors, sampling modes, and log, trace and metric correlation.

Manage pfSense firewalls: rules, DHCP leases, DNS overrides, gateway monitoring, ARP table and services, with two-step confirmation for destructive actions.

EPA air quality monitoring and HUD foreclosure data. 3 MCP tools for environmental and housing data.