G
Mcp Gitlab
No CVEs96A
MCP server for using the GitLab API
12 toolsstdio2.1k168.3k/wk2d ago
Best MCP Servers for Monitoring & Observability
Logging, alerting, metrics, and APM - MCP servers for observing and monitoring systems.
MCPpedia tracks 1,309 monitoring and observability MCP servers. 296 of them score at least 50 out of 100, and 160 clear 70 - about 12% of what has been published in this space. The remaining 1,013 are thinner: registry entries with no description, no published tool schema, or no commit in the last year. They are all still listed here, because knowing a server exists and is unmaintained is worth as much as knowing a good one exists.
MCP GitLab leads the list at 96/100. io.github.zenml-io/mcp-zenml (93) and io.github.dynatrace-oss/dynatrace-managed-mcp (92) follow. Every score is the same five weighted inputs: security (CVE scanning, tool-poisoning detection, and whether the server authenticates at all), maintenance (commit recency, release cadence, and download trend), documentation, client compatibility, and token efficiency - how much of your context window the tool definitions consume before you have asked anything.
18 of these servers are published by the vendor behind the underlying API rather than by a third party, which is usually the difference between an integration that tracks upstream changes and one that quietly stops working. 1 currently carry an open CVE; those are flagged on the server's own page with the advisory and its severity.
Also see: Best DevOps servers, Developers, Data Engineering, Productivity
Last updated
1
96score
2
I
io.github.zenml-io/mcp-zenml
No CVEs93A
MCP server for discovering, reading, and changing ZenML resources with compact generic tools
17 toolsremote49209.9k/wk1d ago
93score
3
I
io.github.dynatrace-oss/dynatrace-managed-mcp
OfficialNo CVEs92A
MCP server for Dynatrace Managed to access logs, events, and metrics.
2 toolsremote34752/wk16h ago
92score
4
Mcp Server Azure Devops
No CVEs91A
An MCP server for Azure DevOps
33 toolsremote4006.8k/wk14h ago
91score
5
C
com.faable/mcp
No CVEs91A
Deploy apps from GitHub, read build/runtime logs, and manage your app's users from your AI agent.
5 toolsremote11.9k/wk16h ago
91score
6
D
Datadog MCP Server
No CVEs91A
Full Datadog API access: monitors, logs, metrics, traces, dashboards, and observability tools
10 toolsremote62.0k/wk2d ago
91score
7
I
io.github.smbcloudXYZ/smbcloud-cli
No CVEs90A
Email infrastructure and authentication for developers: domains, inbox routes, auth apps, deploys.
6 toolsremote12666/wk1d ago
90score
8
Mcp Server Kubernetes
No CVEs90A
MCP Server for kubernetes management commands
22 toolsremote1.6k21.6k/wk23h ago
90score
9
Kubectl Mcp Server
No CVEs90A
A Model Context Protocol (MCP) server for Kubernetes. Install: npx kubectl-mcp-server or pip install kubectl-mcp-server
15 toolsremote972155/wk22d ago
90score
10
I
io.github.georgii-ivanov/cloady
No CVEs89A
Deploy apps and databases, inspect logs, and manage cloud resources on Cloady.
4 toolsremote236/wk9d ago
89score
11
K
Komodo Mcp Server
No CVEs89A
Model Context Protocol Server for Komodo (Container Manager)
11 toolsremote4d ago
89score
12
S
Ssh Client Mcp Server
No CVEs89A
MCP server that exposes SSH command execution to LLMs. Built on SomaMCP with functional config parsing (functype), path expansion (~, $VAR), and OS-user fallback.
10 toolsstdio237/wk8d ago
89score
13
A
ai.ekwo/mcp
No CVEs89A
Double-entry books an agent keeps as the user: invoices, VAT returns, 174 country packs.
5 toolsremote671/wk14h ago
89score
14
C
com.omnara/omnara
No CVEs89A
Deploy durable AI agents with Omnara, an open-source managed-agent platform.
6 toolsremote945/wk14h ago
89score
15
I
io.github.Misar-AI/misardev-mcp
No CVEs89A
Create, build and deploy projects, roll back with checkpoints, connect custom domains, and search…
7 toolsremote355/wk7d ago
89score
16
M
Mcp
No CVEs89A
Deploy static websites, landing pages, and prototypes instantly. Free, no account needed.
4 toolsremote61.0k/wk1d ago
89score
17
I
io.github.smeet666/mcp-ptitchef
No CVEs89A
Search Ptitchef recipes, read one, and rescale it to any servings. No API key.
1 toolsremote183/wk1d ago
89score
18
I
io.helipod/helipod
No CVEs89A
Run your Helipod cloud: deploy apps, read logs, manage VPS, Postgres, domains, email and AI Gateway.
7 toolsremote489/wk7d ago
89score
19
I
io.github.gitayg/appcrane
No CVEs89A
Deploy and manage apps on your own AppCrane instance, the self-hosted PaaS for AI-built apps.
2 toolsremote327/wk6d ago
89score
20
Hookdeck Cli
No CVEs89A
CLI for Hookdeck: forward webhooks to localhost (ngrok alternative), manage and query Event Gateway resources (sources, connections, destinations, events), run the MCP server for AI agents. Free for dev.
25 toolsremote37172.2k/wk2d ago
89score