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Monitoring

70 MCP servers and agent skills in the Monitoring category, ranked by quality score.

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Official3
17 results (<1ms) · data updated 2026-08-14

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pydantic/logfire-mcp B MCP Server Official Maintained

pydantic/logfire-mcp

Provides access to OpenTelemetry traces and metrics through Logfire

★ 162 Python Updated 1mo ago Score 70 Monitoring

metoro-io/metoro-mcp-server C MCP Server Official Maintained

metoro-io/metoro-mcp-server

Query and interact with kubernetes environments monitored by Metoro

★ 51 Go Updated 2mo ago Score 60 Monitoring

edgedelta/edgedelta-mcp-server C MCP Server Official Maintained

edgedelta/edgedelta-mcp-server

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

★ 9 Go Updated 1mo ago Score 53 Monitoring

ThinkneoAI/mcp-server D MCP Server Maintained

ThinkneoAI/mcp-server

ThinkNEO Control Plane — Enterprise AI governance MCP server with runtime guardrails, observability, AI FinOps, and agent lifecycle control.

★ 3 Python Updated 1mo ago Score 49 Monitoring

clamp-sh/mcp D MCP Server Maintained

clamp-sh/mcp

AI-native web analytics. Query pageviews, top pages, referrers, countries, devices, and custom events. Create conversion funnels and alerts.

★ 2 TypeScript Updated 1mo ago Score 48 Monitoring

Jwrede/llmprobe D MCP Server Maintained

Jwrede/llmprobe

Synthetic monitoring for LLM inference endpoints. Measure TTFT, latency, throughput, and errors across OpenAI, Anthropic, Google, Azure, Bedrock, and local servers (vLLM, SGLang, Ollama). CLI + MCP server with Prometheus and OpenTelemetry export.

★ 2 Go Updated 2mo ago Score 48 Monitoring

metrxbots/mcp-server D MCP Server Maintained

metrxbots/mcp-server

AI agent cost intelligence — track spend across providers, optimize model selection, manage budgets with enforcement, detect cost leaks, and prove ROI. 23 tools across 10 domains.

★ 2 TypeScript Updated 2mo ago Score 48 Monitoring

us-all/datadog-mcp-server D MCP Server Maintained

us-all/datadog-mcp-server

Datadog observability — 168 tools across metrics, monitors, logs, APM, RUM, incidents, status pages, fleet automation, workflows. 4 workflow Prompts and `incident-triage-snapshot` aggregation that fans out to 4 fetches in one call.

★ 2 TypeScript Updated 1mo ago Score 48 Monitoring

aayushmdesai/mcp-dotnet-diagnostics D MCP Server Maintained

aayushmdesai/mcp-dotnet-diagnostics

Live .NET runtime diagnostics for AI assistants. Ask Claude to diagnose memory leaks, GC pressure, LOH fragmentation, and thread starvation in any running .NET process — no code changes required. Install: `dotnet tool install -g mcp-dotnet-diagnostics`

★ 2 C# Updated 2mo ago Score 48 Monitoring

gjenkins20/webmin-mcp-server D MCP Server Maintained

gjenkins20/webmin-mcp-server

MCP server for Webmin with 61 tools for Linux system administration: services, users, storage, security, databases, and more.

★ 5 Python Updated 1mo ago Score 46 Monitoring

hugoles/langfuse-mcp D MCP Server Maintained

hugoles/langfuse-mcp

TypeScript MCP server for the Langfuse Public API. 27 read tools covering traces, observations, sessions, scores, score-configs, prompts (with version/label), datasets, dataset items, dataset runs, metrics, models, projects, comments, media, and health. Distributed as `npx -y langfuse-mcp` with provenance-signed releases.

★ 1 TypeScript Updated 1mo ago Score 46 Monitoring

Turbo-Puffin/measure-mcp-server D MCP Server Maintained

Turbo-Puffin/measure-mcp-server

Privacy-first web analytics with native MCP server. Query pageviews, referrers, trends, and AI-generated insights for your sites.

★ 2 JavaScript Updated 2mo ago Score 43 Monitoring

Alog/alog-mcp D MCP Server Maintained

saikiyusuke/alog-mcp

AI agent activity logger & monitor MCP server with 20 tools. Post logs, create articles, manage social interactions, and monitor AI agent activities on the Alog platform.

★ 1 JavaScript Updated 2mo ago Score 41 Monitoring

perceptdot/percept D MCP Server Maintained

perceptdot/percept

AI-powered observability platform for agents. Auto-discovers and recommends MCP servers; built-in connectors for GA4, Vercel, GitHub, and Sentry with ROI tracking. `npx -y @perceptdot/core`

★ 1 HTML Updated 1mo ago Score 41 Monitoring

sudomichael/gizmoanalytics-mcp D MCP Server Maintained

sudomichael/gizmoanalytics-mcp

Gizmo Analytics — cookieless web analytics for AI coding agents. Framework-aware install (Next/Remix/SvelteKit/Nuxt/Astro/Vite/React/HTML), OAuth onboarding, 28 tools for setup + query + workflow operations (summarize_all_sites, explain_traffic_change, detect_anomalies). Hosted MCP at gizmoanalytics.io/mcp.

★ 1 JavaScript Updated 1mo ago Score 41 Monitoring

antonio-mello-ai/mcp-redis-monitor D MCP Server Maintained

antonio-mello-ai/mcp-redis-monitor

Read-only Redis monitoring — queue depths by type, Celery queue status, connected clients, server/memory stats, and key counts per database. 5 tools, built with FastMCP. Install: `uvx mcp-redis-monitor`.

★ 3 Python Updated 2mo ago Score 39 Monitoring

esp4ce/infra-mcp D MCP Server Maintained

esp4ce/infra-mcp

Read-only MCP server for on-prem Linux VMs and PostgreSQL over SSH. Check service health (systemd/journald), retrieve bounded logs, inspect DB state, and explore table schemas — without terminal access. Allowlist-gated, append-only audit log. `pip install infra-mcp`.

★ 1 Python Updated 1mo ago Score 36 Monitoring