The Index · By job · Agent operator

MCP servers for agent operator, ranked

tashan measures 156 capabilities against the work a agent operator actually does — agent configuration — and ranks them on public evidence alone: upkeep, freshness and real adoption. How we measure ›

#CapabilitytashanEvidenceHealth
1
Claude Hud server
Productivity
80
27k ★active
2
Nah server deep
Productivity
72
457 ★active
3
Token Optimizer server solid
Productivity
72
2k ★active
4
Agnix server solid
Dev Tools & CI
71
367 ★active
5
Claude Lens server solid
Productivity
70
216 ★active
6
Wozcode server solid
Dev Tools & CI
70
196 ★active
7
Claudian Installer server thin
Productivity
70
700 ★active
8
Openclaw Ops server thin
AI & Agents
70
700 ★active
9
Openclaw Session Cleaner server thin
Productivity
70
700 ★active
10
Skill Optimizer server
Productivity
70
700 ★active
11
Claude Config Advisor server thin
Productivity
70
700 ★active
12
Agent Md Advisor server thin
Productivity
70
700 ★active
13
Agent Optimizer server thin
AI & Agents
70
700 ★active
14
Hermes Ops server thin
Communication
70
700 ★active
15
Cc10x Router Owned Harness server thin
AI & Agents
69
158 ★active
16
Co2 Tracker server deep
Productivity
69
149 ★active
17
Armorclaude server solid
Security
68
44 ★active
18
Gsd Plugin server thin
Productivity
68
84 ★active
19
Nlpm server solid
Dev Tools & CI
68
95 ★active
20
Agent Session Resume server solid
Productivity
68
235 ★active
21
Agent Guardrails Template server thin
Dev Tools & CI
67
70 ★active
22
Claude Code Hermit server solid
Productivity
67
68 ★active
23
Clawcode server solid
Productivity
66
61 ★active
24
Snowflake Cortex Code server wrapper
Productivity
65
32 ★active
25
Claude Pulse server deep
Productivity
65
388 ★active
26
Session Orchestrator server solid
Productivity
65
48 ★active
27
Claude Code Wakatime server thin
Productivity
65
88 ★active
28
Network AI server solid
Productivity
65
70 ★active
29
Imprint server solid
Productivity
64
98 ★active
30
Maister server deep
Dev Tools & CI
64
191 ★active
31
Darkroom server solid
Productivity
64
40 ★active
32
Guide server solid
Dev Tools & CI
62
117 ★active
33
Healthclaw Guardrails server solid
Security
62
27 ★active
34
Mine server solid
Productivity
62
27 ★active
35
Wt server solid
Productivity
62
41 ★active
36
Cxpak server deep
Dev Tools & CI
61
19 ★active
37
Vibe Replay server solid
Dev Tools & CI
61
33 ★active
38
Token Saver server solid
Productivity
60
121 ★active
39
Imessage server deep
Productivity
59
24 ★active
40
Supertool server solid
Dev Tools & CI
59
14 ★active
41
Epic Harness server thin
Productivity
58
13 ★active
42
Laconic server solid
Productivity
58
18 ★active
43
Covenant Guard server thin
Security
58
11 ★active
44
Clawvet Guard server solid
Security
58
11 ★active
45
Claude RPC server deep
Productivity
58
13 ★active
46
LLM Gateway server solid
Productivity
57
10 ★active
47
Writ server deep
Productivity
57
163 ★active
48
Dash0 server thin
Productivity
56
4 ★active
49
Budgetclaw server deep
Productivity
56
8 ★active
50
Duck Duck Duck server solid
Productivity
56
22 ★active
51
Superpowers Optimized server solid
Productivity
56
128 ★active
52
Memex Checkout server thin
Productivity
56
29 ★active
53
Pith server deep
Productivity
55
97 ★active
54
Co Dialectic server thin
Dev Tools & CI
54
9 ★active
55
Howl server solid
Productivity
54
5 ★active
56
LLM Dark Patterns server solid
Productivity
54
16 ★active
57
Sage server solid
Dev Tools & CI
54
25 ★active
58
Skillcheck Free server solid
Dev Tools & CI
54
35 ★active
59
Tool Gates server solid
Security
54
5 ★active
60
AI Coding Ok server solid
Productivity
53
15 ★active
61
Claude Eta server solid
Productivity
53
5 ★active
62
Nxtg Forge server thin
Dev Tools & CI
53
5 ★active
63
The H AI K U Method server solid
Productivity
53
24 ★active
64
Mr Meeseeks server deep
Productivity
53
79 ★active
65
Jig server solid
Dev Tools & CI
53
4 ★active
66
Fk Toolkit Ops server thin
Dev Tools & CI
53
4 ★active
67
Agented server deep
Productivity
52
5 ★active
68
Claude Code Organizer server solid
Productivity
52
364 ★active
69
Make It Work server solid
Productivity
52
11 ★active
70
Version Sentinel server
Dev Tools & CI
52
3 ★active
71
Cc Suite server
Productivity
51
29 ★active
72
Enhance server
Security
51
3 ★active
73
Harness Designing Plugin server
Productivity
51
5 ★active
74
Pulser server
Dev Tools & CI
51
18 ★active
75
Reflection Cc server
Productivity
51
9 ★active
76
AI Statusline server
Productivity
50
34 ★active
77
Claude Md Optimizer server
Dev Tools & CI
50
21 ★active
78
Mumei server
Productivity
50
2 ★active
79
Project Boundary server
Dev Tools & CI
50
86 ★active
80
Aport Guardrails server
Security
49
25 ★active
81
Claude Onboarding Agent server
Dev Tools & CI
49
6 ★active
82
LLM Transpile server
Productivity
49
5 ★active
83
Preserve Session server
Productivity
49
1 ★active
84
Fable Baton server
Productivity
49
21 ★active
85
Claude Telemetry server
Productivity
48
5 ★active
86
Parallax · clomia server
Productivity
48
13 ★active
87
Harus Skills server
Productivity
48
5 ★active
88
Claude Code Tab Title server
Productivity
46
3 ★active
89
Kaizen server
Productivity
46
6 ★active
90
Slipstream server
Dev Tools & CI
46
5 ★active
91
Claude Code Statusline server
Productivity
46
2 ★active
92
Claude Geeknews Spinner server
Search
46
2 ★active
93
Agent Runway server
Dev Tools & CI
45
3 ★active
94
Codex Bridge server
Productivity
45
1 marketplacesactive
95
Lark · IS908 server
Communication
45
7 ★active
96
Skill Provenance server
Productivity
45
7 ★active
97
Firefox DevTools Troubleshoot server
Productivity
45
1 marketplacesactive
98
Sheepdog server
Productivity
45
11 ★active
99
Telegram Tmux Channels server
Productivity
45
0 ★active
100
Bubble Shield server
Security
45
0 ★active
101
Aight server
Dev Tools & CI
44
1 ★active
102
Cc Usage server
Dev Tools & CI
44
1 ★active
103
Compounded server
Productivity
44
5 ★active
104
Devflow · KlausFreiberufler server
Dev Tools & CI
44
1 ★active
105
Keep Alive server
Productivity
44
1 ★active
106
Compress server
Dev Tools & CI
44
1 marketplacesactive
107
Ultratech AI Memory server
Productivity
44
0 ★active
108
Claude Cleanup server
Productivity
44
1 marketplacesactive
109
Skill Cso Review server
Dev Tools & CI
44
1 marketplacesactive
110
Mac Notifications server
Productivity
44
1 marketplacesactive
111
Claude Patterns server
Security
43
1 ★active
112
Claude Performance server
Dev Tools & CI
43
1 ★active
113
Keyward server
Security
43
1 ★active
114
Claude Code Setup server
Productivity
42
1 marketplaces—
115
Claude Md Management server
Productivity
42
1 marketplaces—
116
Explanatory Output Style server
Dev Tools & CI
42
1 marketplaces—
117
Hookify server
Productivity
42
1 marketplaces—
118
Learning Output Style server
Productivity
42
1 marketplaces—
119
Tunnels server
Dev Tools & CI
42
1 marketplaces—
120
Cowork Plugin Management server
Productivity
42
1 marketplaces—
121
Terminal Title server
Productivity
42
1 marketplaces—
·
Access skill ✓ Anthropic
Productivity
not scored yet
33k ★active
·
Configure skill ✓ Anthropic
Productivity
not scored yet
33k ★active
·
Claude Automation Recommender skill ✓ Anthropic
Dev Tools & CI
not scored yet
33k ★active
·
Claude Md Improver skill ✓ Anthropic
Dev Tools & CI
not scored yet
33k ★active
·
Writing Hookify Rules skill ✓ Anthropic
Productivity
not scored yet
33k ★active
·
Command Development skill ✓ Anthropic
Dev Tools & CI
not scored yet
33k ★active
·
Hook Development skill ✓ Anthropic
Dev Tools & CI
not scored yet
33k ★active
·
Integration skill ✓ Anthropic
Dev Tools & CI
not scored yet
33k ★active
·
Plugin Settings skill ✓ Anthropic
Productivity
not scored yet
33k ★active
·
Plugin Structure skill ✓ Anthropic
Dev Tools & CI
not scored yet
33k ★active
·
Skill Development skill ✓ Anthropic
Dev Tools & CI
not scored yet
33k ★active
·
Session Report skill ✓ Anthropic
Productivity
not scored yet
33k ★active
·
Using Superpowers skill
Productivity
not scored yet
261k ★active
·
Writing Skills skill
Docs & Knowledge
not scored yet
261k ★active
·
Onboard skill
Productivity
not scored yet
23k ★active
·
Context Engine · alirezarezvani skill
Productivity
not scored yet
23k ★active
·
Cs Onboard skill
Productivity
not scored yet
23k ★active
·
Memory Review skill
Productivity
not scored yet
23k ★active
·
Memory Status skill
Productivity
not scored yet
23k ★active
·
Promote skill
Productivity
not scored yet
23k ★active
·
Remember · alirezarezvani skill
Productivity
not scored yet
23k ★active
·
Self Improving Agent skill
Productivity
not scored yet
23k ★active
·
Caveman · alirezarezvani skill
Productivity
not scored yet
23k ★active
·
Collab Proof skill
Productivity
not scored yet
23k ★active
·
Handoff skill
Productivity
not scored yet
23k ★active
·
LLM Cost Optimizer skill
Productivity
not scored yet
23k ★active
·
Security Guidance · alirezarezvani skill
Dev Tools & CI
not scored yet
23k ★active
·
Skillopt Sleep skill
Productivity
not scored yet
23k ★active
·
Git Worktree Manager skill
Productivity
not scored yet
23k ★active
·
Skill Security Auditor skill
Security
not scored yet
23k ★active
·
Skill Tester skill
Dev Tools & CI
not scored yet
23k ★active
·
Strict API skill
AI & Agents
not scored yet
23k ★active
·
Write A Skill skill
Dev Tools & CI
not scored yet
23k ★active
·
Reflect skill
Productivity
not scored yet
23k ★active
·
Agent Decision Receipts skill
Security
not scored yet
23k ★active

67 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

Agent configuration

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