The Index · By job · DevOps / SRE

MCP servers for devops / sre, ranked

tashan measures 146 capabilities against the work a devops / sre actually does — infrastructure and deployment, observability, incident response, performance optimisation — and ranks them on public evidence alone: upkeep, freshness and real adoption. How we measure ›

#CapabilitytashanEvidenceHealth
1
Expo server solid
Dev Tools & CI
78
2k ★active
2
Cloudflare server thin
Cloud & Infra
77
2k ★active
3
Azure · microsoft server ✓ Microsoft solid
Dev Tools & CI
76
1k ★active
4
Swiftui Expert server solid
Dev Tools & CI
76
3k ★active
5
Rustunnel server solid
Dev Tools & CI
73
643 ★active
6
Railway server thin
Cloud & Infra
72
300 ★active
7
Motus server solid
Dev Tools & CI
71
482 ★active
8
Praxis Engineering server thin
Dev Tools & CI
71
413 ★active
9
Neon server solid
Database
70
81 ★active
10
Amd Skills server thin
Dev Tools & CI
70
165 ★active
11
Copaw Ops server thin
Cloud & Infra
70
700 ★active
12
Sentry CLI server solid
Dev Tools & CI
70
101 ★active
13
Openclaw Ops server thin
AI & Agents
70
700 ★active
14
Hermes Ops server thin
Communication
70
700 ★active
15
Teamcity CLI server solid
Productivity
69
119 ★active
16
Defang server solid
Dev Tools & CI
69
163 ★active
17
Posthog server
Dev Tools & CI
69
64 ★active
18
Zscaler server deep
Security
68
41 ★active
19
Monte Carlo Agent Toolkit server solid
Dev Tools & CI
68
90 ★active
20
Rr server deep
Productivity
66
194 ★active
21
Cloud SQL PostgreSQL server ✓ Google solid
Database
65
41 ★active
22
Mlflow server solid
Dev Tools & CI
65
61 ★active
23
Claude Code Wakatime server thin
Productivity
65
88 ★active
24
Alloydb server ✓ Google solid
Database
64
22 ★active
25
Autocode server slop
Dev Tools & CI
64
85 ★active
26
Insforge · insforge server solid
Dev Tools & CI
63
33 ★active
27
Kube Dc server thin
Database
63
34 ★active
28
Zeabur · zeabur server solid
Security
63
40 ★active
29
Zeabur server solid
Dev Tools & CI
63
40 ★active
30
Fastly Agent Toolkit server thin
Dev Tools & CI
62
28 ★active
31
Langfuse Observability server deep
Dev Tools & CI
62
15 ★active
32
Lightrun server thin
Dev Tools & CI
62
27 ★active
33
Mine server solid
Productivity
62
27 ★active
34
Buildkite server thin
Dev Tools & CI
61
14 ★active
35
Preset CLI Skills server thin
Productivity
61
10 ★active
36
Launchdarkly server solid
Dev Tools & CI
60
20 ★active
37
Mirrord Agent Skills server solid
Dev Tools & CI
60
21 ★active
38
Ilo server thin
Security
60
21 ★active
39
Crowdsec server solid
Dev Tools & CI
59
21 ★active
40
Azure Cost Calculator server solid
Dev Tools & CI
59
17 ★active
41
Honeycomb server thin
Dev Tools & CI
59
18 ★active
42
Confidence server solid
Dev Tools & CI
56
7 ★active
43
Valtown server thin
Dev Tools & CI
56
10 ★active
44
Dash0 server thin
Productivity
56
4 ★active
45
Cockroachdb server deep
Database
55
3 ★active
46
Datadog server solid
Data & Analytics
55
8 ★active
47
AWS Dev Toolkit server solid
Dev Tools & CI
54
12 ★active
48
Itential Builder server solid
Dev Tools & CI
54
12 ★active
49
Jfrog server deep
Security
53
4 ★active
50
Fk Eng Agents server thin
Dev Tools & CI
53
4 ★active
51
Fk Gh Flow server thin
Productivity
53
4 ★active
52
Fk Manim Video server thin
Dev Tools & CI
53
4 ★active
53
Fk Toolkit Ops server thin
Dev Tools & CI
53
4 ★active
54
Fk Writing Kit server thin
Docs & Knowledge
53
4 ★active
55
Blaxel server thin
Productivity
52
3 ★active
56
Edgeone server
Dev Tools & CI
52
13 ★active
57
Noibu server
Data & Analytics
52
5 ★active
58
Cloud Finops server
Dev Tools & CI
51
45 ★active
59
Iris server
Productivity
51
8 ★active
60
Dataproc server ✓ Google
Dev Tools & CI
50
1 ★active
61
Followrabbit server
Dev Tools & CI
50
2 ★active
62
Localstack · localstack server
Dev Tools & CI
50
12 ★active
63
Nyann server
Dev Tools & CI
50
6 ★active
64
Mise server
Dev Tools & CI
50
2 ★active
65
Graylog Log Search server
Data & Analytics
50
6 ★active
66
Dotsecenv server
Dev Tools & CI
49
5 ★active
67
Gomboc AI Community server
Dev Tools & CI
49
6 ★active
68
Resolve AI server
Dev Tools & CI
49
3 ★active
69
Usap Skills server
Security
49
3 ★active
70
Base44 server
Dev Tools & CI
48
3 marketplaces—
71
Render server
Dev Tools & CI
48
0 ★active
72
Anglesite server
Design
48
4 ★active
73
Dev Lifecycle server
Dev Tools & CI
48
1 ★active
74
Zilliz server
AI & Agents
47
3 ★active
75
Aiven · aiven server
Database
47
1 ★active
76
Vercel Plugin server
Cloud & Infra
47
1 ★active
77
Loki server
Communication
47
3 ★active
78
AWS Agents server
Dev Tools & CI
46
2 marketplaces—
79
AWS Core server
Dev Tools & CI
46
2 marketplaces—
80
AWS Startup Advisor server
Dev Tools & CI
46
2 marketplaces—
81
Vercel · vercel server
Cloud & Infra
46
2 marketplaces—
82
Daytona server
Cloud & Infra
46
2 marketplaces—
83
Cpln server
Dev Tools & CI
46
10 ★active
84
Local CI server
Dev Tools & CI
46
3 ★active
85
Grafana Assistant server
Dev Tools & CI
46
2 marketplaces—
86
Grafana server
Dev Tools & CI
46
2 marketplaces—
87
Netlify Skills server
Cloud & Infra
45
1 marketplacesactive
88
Context And Tools server
Dev Tools & CI
45
1 marketplacesactive
89
Deployhq CLI server
Productivity
45
0 ★active
90
Techne server
Productivity
45
0 ★active
91
Luciq server
Dev Tools & CI
45
0 ★active
92
Worldjen server
Dev Tools & CI
44
2 ★active
93
Dev Init server
Dev Tools & CI
44
1 marketplacesactive
94
Bitfab server
Dev Tools & CI
44
1 ★active
95
Jprofiler server
Dev Tools & CI
44
2 ★active
96
Firebase server
Database
42
1 marketplaces—
97
GitLab server
Productivity
42
1 marketplaces—
98
Tunnels server
Dev Tools & CI
42
1 marketplaces—
99
Remote System Maintenance server
Dev Tools & CI
42
1 marketplaces—
100
Sysadmin server
Dev Tools & CI
42
1 marketplaces—
101
Sap AI Core server
AI & Agents
42
1 marketplaces—
102
Sap Btp Best Practices server
AI & Agents
42
1 marketplaces—
103
Sap Btp Business Application Studio server
AI & Agents
42
1 marketplaces—
104
Sap Btp Cias server
AI & Agents
42
1 marketplaces—
105
Sap Btp Cloud Platform server
AI & Agents
42
1 marketplaces—
106
Sap Btp Cloud Transport Management server
AI & Agents
42
1 marketplaces—
107
Sap Btp Connectivity server
AI & Agents
42
1 marketplaces—
108
Sap Btp Developer Guide server
AI & Agents
42
1 marketplaces—
109
Sap Btp Integration Suite server
AI & Agents
42
1 marketplaces—
110
Sap Btp Service Manager server
AI & Agents
42
1 marketplaces—
111
Sap Btp Cloud Logging server
AI & Agents
42
1 marketplaces—
112
Email Analytics server
Data & Analytics
40
1 marketplacesactive
113
Ab Testing server
Dev Tools & CI
40
1 marketplacesactive
114
Swift Patterns server
Dev Tools & CI
35
8 ★active
115
Learned Behavior server
Productivity
34
0 ★active
116
T View Automation server
Productivity
30
0 ★active
117
Ios Development server
Dev Tools & CI
24
1 ★active
·
Build Mcpb skill ✓ Anthropic
Dev Tools & CI
not scored yet
33k ★active
·
AWS Solution Architect skill
Dev Tools & CI
not scored yet
23k ★active
·
Azure Cloud Architect skill
Dev Tools & CI
not scored yet
23k ★active
·
Cloud Security skill
Security
not scored yet
23k ★active
·
GCP Cloud Architect skill
Dev Tools & CI
not scored yet
23k ★active
·
Ms365 Tenant Manager skill
Productivity
not scored yet
23k ★active
·
Senior Devops skill
Dev Tools & CI
not scored yet
23k ★active
·
Senior Ml Engineer skill
Dev Tools & CI
not scored yet
23k ★active
·
Docker Development skill
Dev Tools & CI
not scored yet
23k ★active
·
Feature Flags Architect skill
Dev Tools & CI
not scored yet
23k ★active
·
Helm Chart Builder skill
Dev Tools & CI
not scored yet
23k ★active
·
Kubernetes Operator skill
Dev Tools & CI
not scored yet
23k ★active
·
CI CD Pipeline Builder skill
Dev Tools & CI
not scored yet
23k ★active
·
Env Secrets Manager skill
Dev Tools & CI
not scored yet
23k ★active
·
Migration Architect skill
Dev Tools & CI
not scored yet
23k ★active
·
Monorepo Navigator skill
Dev Tools & CI
not scored yet
23k ★active
·
Secrets Vault Manager skill
Productivity
not scored yet
23k ★active
·
Ship Gate skill
Dev Tools & CI
not scored yet
23k ★active
·
Terraform Patterns skill
Dev Tools & CI
not scored yet
23k ★active
·
Control D Automation skill
Productivity
not scored yet
70k ★active
·
Digital Ocean Automation skill
Database
not scored yet
70k ★active
·
Docker Hub Automation skill
Dev Tools & CI
not scored yet
70k ★active
·
Observability Designer skill
Dev Tools & CI
not scored yet
23k ★active
·
Slo Architect skill
Dev Tools & CI
not scored yet
23k ★active
·
Incident Commander skill
Dev Tools & CI
not scored yet
23k ★active
·
Incident Response skill
Security
not scored yet
23k ★active
·
Threat Detection skill
Security
not scored yet
23k ★active
·
Chaos Engineering skill
Dev Tools & CI
not scored yet
23k ★active
·
Runbook Generator skill
Other
not scored yet
23k ★active

54 of these have been expertise-graded against their own documentation; the rest carry adoption and upkeep signal only. We publish what is measured and say plainly what is not.

The work behind this job

Infrastructure and deploymentObservabilityIncident response

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