The Index · By job · Agent operator
MCP servers, plugins & skills for agent operator, ranked
tashan measures 149 capabilities against the work a agent operator actually does: agent configuration. Ranked on public evidence alone: upkeep, freshness and real adoption. How we measure ›
| # | Capability | tashan | Evidence | Health |
|---|---|---|---|---|
| 1 | 77 | 27k ★ | active | |
| 2 | 67 | 457 ★ | active | |
| 3 | 67 | 1k/wk | active | |
| 4 | 63 | 267/wk | active | |
| 5 | 59 | 388 ★ | active | |
| 6 | 57 | 191 ★ | active | |
| 7 | 57 | 157/wk | active | |
| 8 | 54 | 19 ★ | active | |
| 9 | 53 | 24 ★ | active | |
| 10 | 51 | 13 ★ | active | |
| 11 | 50 | 97 ★ | active | |
| 12 | 49 | 8 ★ | active | |
| 13 | 49 | 163 ★ | active | |
| 14 | 46 | 79 ★ | active | |
| 15 | 45 | 5 ★ | active | |
| 16 | 44 | 29 ★ | active | |
| 17 | 79 | 1.6m/wk | active | |
| 18 | 79 | 357k/wk | active | |
| 19 | 79 | 278k/wk | active | |
| 20 | 77 | 149k/wk | active | |
| 21 | 71 | 2k ★ | active | |
| 22 | 71 | 2k/wk | active | |
| 23 | 69 | 5k/wk | active | |
| 24 | 69 | 2k/wk | active | |
| 25 | 67 | 731/wk | active | |
| 26 | 63 | 68 ★ | active | |
| 27 | 63 | 196 ★ | active | |
| 28 | 61 | 95 ★ | active | |
| 29 | 61 | 235 ★ | active | |
| 30 | 60 | 32 ★ | active | |
| 31 | 60 | 44 ★ | active | |
| 32 | 59 | 61 ★ | active | |
| 33 | 58 | 48 ★ | active | |
| 34 | 58 | 70 ★ | active | |
| 35 | 57 | 98 ★ | active | |
| 36 | 57 | 40 ★ | active | |
| 37 | 55 | 117 ★ | active | |
| 38 | 55 | 27 ★ | active | |
| 39 | 55 | 27 ★ | active | |
| 40 | 55 | 33 ★ | active | |
| 41 | 54 | 121 ★ | active | |
| 42 | 52 | 14 ★ | active | |
| 43 | 51 | 18 ★ | active | |
| 44 | 51 | 128 ★ | active | |
| 45 | 50 | 22 ★ | active | |
| 46 | 50 | 10 ★ | active | |
| 47 | 48 | 5 ★ | active | |
| 48 | 48 | 5 ★ | active | |
| 49 | 48 | 16 ★ | active | |
| 50 | 48 | 25 ★ | active | |
| 51 | 48 | 5 ★ | active | |
| 52 | 47 | 15 ★ | active | |
| 53 | 47 | 35 ★ | active | |
| 54 | 47 | 4 ★ | active | |
| 55 | 46 | 3 ★ | active | |
| 56 | 46 | 5 ★ | active | |
| 57 | 46 | 3 ★ | active | |
| 58 | 46 | 9 ★ | active | |
| 59 | 45 | 5 ★ | active | |
| 60 | 45 | 364 ★ | active | |
| 61 | 45 | 11 ★ | active | |
| 62 | 45 | 18 ★ | active | |
| 63 | 45 | 577/wk | active | |
| 64 | 44 | 21 ★ | active | |
| 65 | 44 | 86 ★ | active | |
| 66 | 43 | 34 ★ | active | |
| 67 | 43 | 6 ★ | active | |
| 68 | 43 | 5 ★ | active | |
| 69 | 43 | 21 ★ | active | |
| 70 | 41 | 3 ★ | active | |
| 71 | 41 | 6 ★ | active | |
| 72 | 41 | 128k/wk | abandoned | |
| 73 | 40 | 3 ★ | active | |
| 74 | 40 | 7 ★ | active | |
| 75 | 40 | 5 ★ | active | |
| 76 | 40 | 11 ★ | active | |
| 77 | 39 | 5 ★ | active | |
| 78 | 39 | 7 ★ | active | |
| 79 | 37 | 5 ★ | active | |
| 80 | 77 | 35k/wk | active | |
| 81 | 76 | 425k/wk | active | |
| 82 | 73 | 8k/wk | active | |
| 83 | 69 | 2m/wk | active | |
| 84 | 64 | 216 ★ | active | |
| 85 | 63 | 149 ★ | active | |
| 86 | 62 | 158 ★ | active | |
| 87 | 55 | 41 ★ | active | |
| 88 | 55 | 29 ★ | active | |
| 89 | 51 | 11 ★ | active | |
| 90 | 51 | 11 ★ | active | |
| 91 | 49 | 770/wk | active | |
| 92 | 47 | 24 ★ | active | |
| 93 | 47 | 82/wk | active | |
| 94 | 46 | 2 marketplaces | — | |
| 95 | 46 | 2 marketplaces | — | |
| 96 | 46 | 2 marketplaces | — | |
| 97 | 46 | 2 marketplaces | — | |
| 98 | 46 | 2 marketplaces | — | |
| 99 | 46 | 2 marketplaces | — | |
| 100 | 45 | 2 ★ | active | |
| 101 | 43 | 1 ★ | active | |
| 102 | 42 | 25 ★ | active | |
| 103 | 42 | 1 marketplaces | — | |
| 104 | 42 | 1 marketplaces | — | |
| 105 | 41 | 13 ★ | active | |
| 106 | 40 | 1 marketplaces | active | |
| 107 | 40 | 1 ★ | active | |
| 108 | 40 | 1 marketplaces | active | |
| 109 | 40 | 1 marketplaces | active | |
| 110 | 40 | 0 ★ | active | |
| 111 | 40 | 0 ★ | active | |
| 112 | 39 | 1 ★ | active | |
| 113 | 39 | 1 ★ | active | |
| 114 | 39 | 1 marketplaces | active | |
| 115 | 39 | 0 ★ | active | |
| 116 | 39 | 1 marketplaces | active | |
| 117 | 39 | 1 marketplaces | active | |
| 118 | 39 | 1 marketplaces | active | |
| 119 | 38 | 1 ★ | active | |
| 120 | 38 | 1 ★ | active | |
| 121 | 38 | 1 ★ | active | |
| 122 | 36 | 1 marketplaces | active | |
| 123 | 36 | 1 marketplaces | active | |
| 124 | 36 | 1 marketplaces | active | |
| 125 | 36 | 1 marketplaces | active | |
| 126 | 36 | 1 marketplaces | active | |
| 127 | 36 | 1 marketplaces | active | |
| 128 | 36 | 1 marketplaces | active | |
| 129 | 36 | 1 marketplaces | active | |
| 130 | 36 | 2 ★ | active | |
| 131 | 35 | 2 ★ | active | |
| 132 | 33 | 1 ★ | active | |
| · | not scored yet | 10 repos | active | |
| · | not scored yet | 773/wk | abandoned | |
| 135 | 60 | 84 ★ | active | |
| 136 | 59 | 70 ★ | active | |
| 137 | 57 | 88 ★ | active | |
| 138 | 52 | 4 ★ | active | |
| 139 | 51 | 13 ★ | active | |
| 140 | 48 | 9 ★ | active | |
| 141 | 48 | 5 ★ | active | |
| 142 | 70 | 5k/wk | active | |
| 143 | 51 | 348/wk | active | |
| 144 | 45 | 87/wk | active | |
| 145 | 61 | 44/wk | active | |
| 146 | 52 | 175/wk | active | |
| 147 | 50 | 132/wk | active | |
| 148 | 41 | 75/wk | active | |
| 149 | 37 | 1 marketplaces | active |
Recently changed in Agent operator
63 changes recorded here in the last 45 days, newest and most serious first.
- 2026-08-10 Codeam CLI — codeam-cli now reaches filesystem
- 2026-08-10 Agentsmesh — agentsmesh now reaches filesystem
- 2026-09-13 Pi MCP Adapter — pi-mcp-adapter now reaches network
- 2026-09-13 Remote — mcp-remote is down to 1 maintainer, from 2
This page cannot know what you run. tashan doctor reads your own config and names which of these you have — Pro adds the history behind each, and what to move to.
tashan Pro — $6/mo ›89 of these are graded against their own documentation. The rest carry adoption and upkeep signal only. We publish what is measured and name what is not.
The work behind this job
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tashan Pro$6/mo
63 changes across Agent operator in the last 45 days. A new advisory, an install script appearing, a maintainer leaving. All listed free above. Pro keeps the series behind each row, so a number today comes with a direction.
- The whole series behind any row, back to the first day we measured it
- The replacement, named — not just the news that something died
tashan doctorover your own config, on your own machine
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