best of · updated August 2026

The 15 best DevOps & monitoring MCP servers

The 15 DevOps & monitoring MCP servers worth your time, out of 359 we track - actively maintained, with real adoption, ranked on monthly installs, GitHub stars, and commit recency. Checked nightly.

DevOps & monitoring MCP servers connect agents to CI, infra, logs, and incident systems. Prioritize auth model, blast radius of write tools, and whether the integration matches the stack you already run.

01 Dynatrace MCP ★ 134 · commit 2026-08-19 Please migrate to one of the actively maintained alternatives: See the migration guide for a step-by-step comparison and migration instructions. 85,897 installs/mo · 7 releases/90d · needs 6 env vars $ npx -y @dynatrace-oss/dynatrace-mcp-server 02 World Monitor ★ 83,963 · commit 2026-08-24 Real-time global intelligence dashboard - AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface. no env vars documented $ claude mcp add koala73-worldmonitor --transport http https://worldmonitor.app/mcp 03 LibreNMS MCP ★ 37 · commit 2026-08-20 LibreNMS MCP Server is a Python-based Model Context Protocol (MCP) server designed to provide advanced, programmable access to LibreNMS network monitoring data and management features. 7,905 installs/mo · 40 tools documented · 6 releases/90d · needs 12 env vars $ uvx librenms-mcp 04 Monitor ★ 1,301 · commit 2026-08-21 The monitoring layer that Valkey deserves. 635 installs/mo · 10+ releases/90d · needs 6 env vars $ npx -y @betterdb/mcp 05 Open Metadata ★ 14,959 · commit 2026-08-25 The largest and fastest-growing open-source project for AI context, data cataloging, and metadata management. 8 releases/90d · no env vars documented $ claude mcp add open-metadata-openmetadata --transport http https://{openmetadata_host}/mcp 06 Kubeshark MCP Server ★ 12,057 · commit 2026-08-18 Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC, Redis, Kafka, DNS. 1 release/90d · no env vars documented 07 Homebutler ★ 240 · commit 2026-08-23 Inspect and manage a homelab over MCP - status, Docker, ports, backups - without shell access. 1,262 installs/mo · 7 releases/90d · no env vars documented $ npx -y homebutler 08 Opik MCP Server ★ 217 · commit 2026-08-24 The official Model Context Protocol (MCP) server for Opik, the open-source LLM observability and evaluation platform, built by Comet. 1,098 installs/mo · 2 tools documented · 9 releases/90d · needs 4 env vars $ npx -y opik-mcp 09 DOS - the trust substrate for agent fleets ★ 19 · commit 2026-08-24 The whole pitch in one recording: the agent claims two features shipped; git backs one. 2,302 installs/mo · 10+ releases/90d · no env vars documented $ uvx dos-kernel 10 Grafana ★ 3,384 · commit 2026-08-24 A [Model Context Protocol][mcp] (MCP) server for Grafana. 40 tools documented · 9 releases/90d · needs 2 env vars $ claude mcp add grafana-mcp-grafana --transport http https://mcp.grafana.com/mcp 11 Uptime Kuma ★ 47 · commit 2026-08-16 A Model Context Protocol (MCP) server for Uptime Kuma version 2. 2,100 installs/mo · 28 tools documented · 6 releases/90d · needs 8 env vars $ npx -y @davidfuchs/mcp-uptime-kuma 12 Datadog MCP ★ 5 · commit 2026-08-23 MCP server providing AI assistants with full Datadog observability access. 3,894 installs/mo · 21 tools documented · 1 release/90d · needs 10 env vars $ npx -y datadog-mcp 13 Agentic Ledger ★ 5 · commit 2026-08-24 Runtime observability for AI agents - see exactly what your agent did, why it did it, and what it cost. 3,762 installs/mo · 10+ releases/90d · needs 12 env vars $ uvx agentic-ledger 14 Radar ★ 3,103 · commit 2026-08-24 Kubernetes visibility for AI agents: query workloads, events, logs, topology, and Helm releases. 10+ releases/90d · needs 4 env vars $ docker run -i --rm ghcr.io/skyhook-io/radar:1.11.0 15 Bastion (vaquarkhan) ★ 5 · commit 2026-08-24 Dashboard / Observability · Multi-language · Benchmark · · Security Current release: 5.1.0 · Docker v5.1.0 · 26 PyPI packages · CHANGELOG. 3,423 installs/mo · 9 releases/90d · no env vars documented $ uvx mcp-bastion-python

How to choose between them

Dynatrace MCP tops the list - the most installs (85,897 last month) and actively maintained. 3 of these 15 offer a remote endpoint (no local process to run); the rest are local stdio servers. 6 document no required env vars - paste the config and go; the others need env vars set first (each page lists exactly which). Where we've compared two of these head-to-head, the comparison is linked on each one's page.

Quick answers

Which DevOps & monitoring MCP server is most installed?

Dynatrace MCP, with 85,897 installs in the last month (as of August 2026). By GitHub stars the leader is World Monitor (83,963).

How many DevOps & monitoring MCP servers exist?

We track 359 DevOps & monitoring MCP servers in the official registry. The 15 above are the actively-maintained ones with real adoption - ranked by monthly installs, GitHub stars, and commit recency.

All 99 DevOps & monitoring MCP servers

Ranked 16 onward, same order as above. Status checked last night.

How this list is ranked

Ranked from live registry + GitHub data: monthly installs (npm/PyPI), GitHub stars, and commit recency - recomputed nightly. No pay-to-rank, ever. The 15 above lead the full list of 99, all of which you can see on this page. The other 260 we track have stopped being maintained, or nobody is using them yet. Full recipe: how we verify.