G
Mcp Gitlab
No CVEs96A
MCP server for using the GitLab API
12 toolsstdio2.0k135.0k/wk1d ago
Best MCP Servers for Monitoring & Observability
Logging, alerting, metrics, and APM - MCP servers for observing and monitoring systems.
MCPpedia tracks 867 monitoring and observability MCP servers. 216 of them score at least 50 out of 100, and 119 clear 70 - about 14% of what has been published in this space. The remaining 651 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.vmware-skills/vmware-aiops (93) and io.github.zenml-io/mcp-zenml (93) 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. None currently carry an open CVE, though that is a snapshot - advisories are re-scanned daily.
Also see: Best DevOps servers, Developers, Data Engineering, Productivity
Last updated
1
96score
2
I
io.github.vmware-skills/vmware-aiops
No CVEs93A
AI-powered VMware vCenter/ESXi VM lifecycle and deployment with 60 MCP tools.
11 toolsremote747d ago
93score
3
I
io.github.zenml-io/mcp-zenml
No CVEs93A
MCP server for discovering, reading, and changing ZenML resources with compact generic tools
17 toolsremote49184.1k/wk3d ago
93score
4
Tachyon
No CVEs93A
💫 Tachyon MCP Runtime for Java and Kotlin - Model Context Protocol (MCP) server with Streamable HTTP, native Netty transports, tools, tasks, resources, prompts, completions, resumable sessions, and stateless deployment support.
6 toolsremote311d ago
93score
5
I
io.github.Ifeanyiejindu/qarunbook
No CVEs92A
Shared app-testing runbook: read the plan, record results per platform, raise and fix issues.
4 toolsremote5d ago
92score
6
M
Mcp
No CVEs91A
Deploy static websites from AI agents. Free at mcp.shipstatic.com — no install, no signup.
4 toolsremote72.1k/wk2d ago
91score
7
I
io.github.adityankale190895/diffci
No CVEs91A
Change-aware CI validation and affected-test guidance for coding agents.
3 toolsremote2d ago
91score
8
I
io.github.dynatrace-oss/dynatrace-managed-mcp
OfficialNo CVEs90A
MCP server for Dynatrace Managed to access logs, events, and metrics.
2 toolsremote311.0k/wk4d ago
90score
9
C
com.antideploy/antideploy-mcp
No CVEs89A
Deploy an app to Antideploy from a coding agent. No Dockerfile, no YAML, no cloud console.
3 toolsremote2389/wk7d ago
89score
10
Mcp Server Kubernetes
No CVEs89A
MCP Server for kubernetes management commands
22 toolsremote1.6k10.3k/wk14d ago
89score
11
I
io.github.bitfiction/staticbot
No CVEs89A
Deploy websites, migrate app backends, and run continuous sync with explicit approval gates.
1 toolsstdio1205/wk3d ago
89score
12
C
com.omnara/omnara
No CVEs89A
Deploy durable AI agents with Omnara, an open-source managed-agent platform.
6 toolsremote803/wk23h ago
89score
13
D
Datadog MCP Server
No CVEs89A
Full Datadog API access: monitors, logs, metrics, traces, dashboards, and observability tools
10 toolsremote61.1k/wk2d ago
89score
14
C
Cronalert MCP Server
No CVEs89A
Manage CronAlert uptime monitors, check results, and incidents from any MCP client.
4 toolsremote199/wk2d ago
89score
15
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 toolsremote36340.5k/wk2d ago
89score
16
Uipath Mcp Python
OfficialNo CVEs88A
Build and host Coded MCP Servers within UiPath
4 toolsstdio1112d ago
88score
17
A
Agent Bom MCP Server
No CVEs88A
Security scanner and graph for agentic infrastructure — agents, MCP, runtime, and blast radius.
1 toolsremote312d ago
88score
18
Mcp Unifi Applications
No CVEs88A
Queryable UniFi API docs: endpoint search, schemas, code examples. No controller access.
2 toolsremote372d ago
88score
19
I
io.github.zw008/vmware-aiops
No CVEs88A
AI-powered VMware vCenter/ESXi VM lifecycle and deployment with 31 MCP tools.
11 toolsremote747d ago
88score
20
I
io.github.PanosSalt/MCP-Gateway
No CVEs87A
Multi-tenant MCP platform with OAuth 2.1, Entra SSO, RBAC and audit logging.
10 toolsremote621h ago
87score