What AI agent setups added, month by month
For each month, the 10 MCP servers, skills and plugins that the most repos added for the first time, 2024-02 to 2026-10. Dates are commit dates. A repo counts once per tool, in the month it first added it. Only tools ever in 20 or more repos are counted, and a tool needs 3 first adds in a month to be listed. The last month, 2026-10, is partial (built 2026-10-05), and the months before it are still low: repos pushed recently are found later.
2026-10 · 2026-09 · 2026-08 · 2026-07 · 2026-06 · 2026-05 · 2026-04 · 2026-03 · 2026-02 · 2026-01 · 2025-12 · 2025-11 · 2025-10 · 2025-09 · 2025-08 · 2025-07 · 2025-06 · 2025-05 · 2025-04 · 2025-03 · 2025-02 · 2025-01 · 2024-06 · 2024-03 · 2024-02
2026-10
2,062 first adds over 949 tools.
| Tool | Repos first adding |
|---|---|
| release Skill | 27 |
| frontend-design Skill | 26 |
| code-review Skill | 21 |
| verify Skill | 21 |
| architecture-review Skill | 12 |
| pr Skill | 12 |
| @playwright/mcp MCP server (npm package) | 11 |
| ship Skill | 11 |
| systematic-debugging Skill | 11 |
| tdd Skill | 11 |
2026-09
35,178 first adds over 3,333 tools.
| Tool | Repos first adding |
|---|---|
| @playwright/mcp MCP server (npm package) | 382 |
| release Skill | 359 |
| mcp.supabase.com MCP server (remote URL) | 343 |
| @upstash/context7-mcp MCP server (npm package) | 286 |
| frontend-design Skill | 237 |
| code-review Skill | 206 |
| verify Skill | 195 |
| grill-me Skill | 179 |
| implement Skill | 172 |
| openspec-propose Skill | 167 |
2026-08
37,022 first adds over 3,233 tools.
| Tool | Repos first adding |
|---|---|
| mcp.supabase.com MCP server (remote URL) | 463 |
| @playwright/mcp MCP server (npm package) | 376 |
| @upstash/context7-mcp MCP server (npm package) | 271 |
| release Skill | 261 |
| frontend-design Skill | 212 |
| chrome-devtools-mcp MCP server (npm package) | 204 |
| ui-ux-pro-max Skill | 202 |
| grill-me Skill | 189 |
| verify Skill | 189 |
| code-review Skill | 183 |
2026-07
41,281 first adds over 3,206 tools.
| Tool | Repos first adding |
|---|---|
| verify Skill | 1,241 |
| mcp.supabase.com MCP server (remote URL) | 505 |
| @playwright/mcp MCP server (npm package) | 456 |
| release Skill | 363 |
| @upstash/context7-mcp MCP server (npm package) | 342 |
| frontend-design Skill | 258 |
| code-review Skill | 249 |
| ui-ux-pro-max Skill | 230 |
| frontend-design@claude-plugins-official Plugin | 218 |
| api.githubcopilot.com MCP server (remote URL) | 210 |
2026-06
37,513 first adds over 3,315 tools.
| Tool | Repos first adding |
|---|---|
| @playwright/mcp MCP server (npm package) | 459 |
| mcp.supabase.com MCP server (remote URL) | 450 |
| @upstash/context7-mcp MCP server (npm package) | 391 |
| frontend-design Skill | 242 |
| frontend-design@claude-plugins-official Plugin | 241 |
| release Skill | 240 |
| grill-me Skill | 239 |
| openspec-explore Skill | 216 |
| ui-ux-pro-max Skill | 216 |
| openspec-apply-change Skill | 215 |
2026-05
40,473 first adds over 3,286 tools.
| Tool | Repos first adding |
|---|---|
| mcp.supabase.com MCP server (remote URL) | 522 |
| @playwright/mcp MCP server (npm package) | 512 |
| @upstash/context7-mcp MCP server (npm package) | 411 |
| frontend-design@claude-plugins-official Plugin | 300 |
| superpowers@claude-plugins-official Plugin | 268 |
| frontend-design Skill | 262 |
| ui-ux-pro-max Skill | 225 |
| grill-me Skill | 217 |
| openspec-apply-change Skill | 195 |
| openspec-archive-change Skill | 195 |
2026-04
47,568 first adds over 3,214 tools.
| Tool | Repos first adding |
|---|---|
| mcp.supabase.com MCP server (remote URL) | 556 |
| @playwright/mcp MCP server (npm package) | 527 |
| @upstash/context7-mcp MCP server (npm package) | 440 |
| frontend-design Skill | 417 |
| frontend-design@claude-plugins-official Plugin | 329 |
| superpowers@claude-plugins-official Plugin | 304 |
| ui-ux-pro-max Skill | 277 |
| code-review Skill | 237 |
| release Skill | 233 |
| @modelcontextprotocol/server-github MCP server (npm package) | 231 |
2026-03
44,734 first adds over 2,956 tools.
| Tool | Repos first adding |
|---|---|
| @playwright/mcp MCP server (npm package) | 523 |
| @upstash/context7-mcp MCP server (npm package) | 523 |
| frontend-design Skill | 390 |
| mcp.supabase.com MCP server (remote URL) | 374 |
| frontend-design@claude-plugins-official Plugin | 345 |
| release Skill | 301 |
| commit Skill | 291 |
| skill-creator Skill | 291 |
| superpowers@claude-plugins-official Plugin | 275 |
| code-review Skill | 238 |
2026-02
23,574 first adds over 2,292 tools.
| Tool | Repos first adding |
|---|---|
| @playwright/mcp MCP server (npm package) | 365 |
| @upstash/context7-mcp MCP server (npm package) | 365 |
| mcp.supabase.com MCP server (remote URL) | 276 |
| frontend-design@claude-plugins-official Plugin | 272 |
| frontend-design Skill | 255 |
| skill-creator Skill | 232 |
| commit Skill | 206 |
| release Skill | 187 |
| shadcn MCP server (npm package) | 159 |
| chrome-devtools-mcp MCP server (npm package) | 158 |
2026-01
14,897 first adds over 1,784 tools.
| Tool | Repos first adding |
|---|---|
| @playwright/mcp MCP server (npm package) | 283 |
| @upstash/context7-mcp MCP server (npm package) | 263 |
| skill-creator Skill | 218 |
| frontend-design@claude-plugins-official Plugin | 192 |
| mcp.supabase.com MCP server (remote URL) | 191 |
| shadcn MCP server (npm package) | 170 |
| frontend-design Skill | 169 |
| chrome-devtools-mcp MCP server (npm package) | 141 |
| typescript-lsp@claude-plugins-official Plugin | 134 |
| code-simplifier@claude-plugins-official Plugin | 132 |
2025-12
5,738 first adds over 937 tools.
| Tool | Repos first adding |
|---|---|
| @upstash/context7-mcp MCP server (npm package) | 234 |
| @playwright/mcp MCP server (npm package) | 211 |
| mcp.supabase.com MCP server (remote URL) | 154 |
| shadcn MCP server (npm package) | 147 |
| skill-creator Skill | 118 |
| next-devtools-mcp MCP server (npm package) | 110 |
| chrome-devtools-mcp MCP server (npm package) | 105 |
| api.githubcopilot.com MCP server (remote URL) | 105 |
| @modelcontextprotocol/server-sequential-thinking MCP server (npm package) | 98 |
| frontend-design Skill | 96 |
2025-11
4,187 first adds over 645 tools.
| Tool | Repos first adding |
|---|---|
| @upstash/context7-mcp MCP server (npm package) | 215 |
| shadcn MCP server (npm package) | 184 |
| mcp.supabase.com MCP server (remote URL) | 158 |
| @playwright/mcp MCP server (npm package) | 149 |
| chrome-devtools-mcp MCP server (npm package) | 115 |
| next-devtools-mcp MCP server (npm package) | 112 |
| api.githubcopilot.com MCP server (remote URL) | 95 |
| mcp.sentry.dev MCP server (remote URL) | 84 |
| skill-creator Skill | 78 |
| @modelcontextprotocol/server-sequential-thinking MCP server (npm package) | 72 |
2025-10
3,344 first adds over 446 tools.
| Tool | Repos first adding |
|---|---|
| @upstash/context7-mcp MCP server (npm package) | 247 |
| @playwright/mcp MCP server (npm package) | 183 |
| chrome-devtools-mcp MCP server (npm package) | 142 |
| shadcn MCP server (npm package) | 134 |
| @modelcontextprotocol/server-sequential-thinking MCP server (npm package) | 84 |
| mcp.supabase.com MCP server (remote URL) | 75 |
| mcp.sentry.dev MCP server (remote URL) | 69 |
| next-devtools-mcp MCP server (npm package) | 68 |
| api.githubcopilot.com MCP server (remote URL) | 64 |
| @modelcontextprotocol/server-filesystem MCP server (npm package) | 55 |
2025-09
1,674 first adds over 185 tools.
| Tool | Repos first adding |
|---|---|
| @playwright/mcp MCP server (npm package) | 166 |
| @upstash/context7-mcp MCP server (npm package) | 160 |
| shadcn MCP server (npm package) | 101 |
| mcp.supabase.com MCP server (remote URL) | 99 |
| @modelcontextprotocol/server-sequential-thinking MCP server (npm package) | 84 |
| mcp.sentry.dev MCP server (remote URL) | 68 |
| api.githubcopilot.com MCP server (remote URL) | 63 |
| @modelcontextprotocol/server-filesystem MCP server (npm package) | 54 |
| @modelcontextprotocol/server-github MCP server (npm package) | 47 |
| @modelcontextprotocol/server-memory MCP server (npm package) | 41 |
2025-08
1,730 first adds over 173 tools.
| Tool | Repos first adding |
|---|---|
| @upstash/context7-mcp MCP server (npm package) | 241 |
| @playwright/mcp MCP server (npm package) | 167 |
| mcp.supabase.com MCP server (remote URL) | 103 |
| @modelcontextprotocol/server-sequential-thinking MCP server (npm package) | 84 |
| @modelcontextprotocol/server-filesystem MCP server (npm package) | 72 |
| api.githubcopilot.com MCP server (remote URL) | 69 |
| task-master-ai MCP server (npm package) | 63 |
| @modelcontextprotocol/server-github MCP server (npm package) | 44 |
| @modelcontextprotocol/server-memory MCP server (npm package) | 44 |
| mcp.sentry.dev MCP server (remote URL) | 28 |
2025-07
1,496 first adds over 163 tools.
| Tool | Repos first adding |
|---|---|
| @upstash/context7-mcp MCP server (npm package) | 177 |
| @playwright/mcp MCP server (npm package) | 128 |
| mcp.supabase.com MCP server (remote URL) | 107 |
| api.githubcopilot.com MCP server (remote URL) | 78 |
| @modelcontextprotocol/server-sequential-thinking MCP server (npm package) | 75 |
| @modelcontextprotocol/server-filesystem MCP server (npm package) | 72 |
| task-master-ai MCP server (npm package) | 61 |
| @modelcontextprotocol/server-memory MCP server (npm package) | 52 |
| @modelcontextprotocol/server-postgres MCP server (npm package) | 34 |
| @modelcontextprotocol/server-github MCP server (npm package) | 31 |
2025-06
989 first adds over 114 tools.
| Tool | Repos first adding |
|---|---|
| @upstash/context7-mcp MCP server (npm package) | 113 |
| mcp.supabase.com MCP server (remote URL) | 100 |
| @playwright/mcp MCP server (npm package) | 70 |
| task-master-ai MCP server (npm package) | 70 |
| api.githubcopilot.com MCP server (remote URL) | 55 |
| @modelcontextprotocol/server-sequential-thinking MCP server (npm package) | 48 |
| @modelcontextprotocol/server-filesystem MCP server (npm package) | 43 |
| @modelcontextprotocol/server-github MCP server (npm package) | 32 |
| @modelcontextprotocol/server-memory MCP server (npm package) | 27 |
| @modelcontextprotocol/server-puppeteer MCP server (npm package) | 27 |
2025-05
601 first adds over 91 tools.
| Tool | Repos first adding |
|---|---|
| @upstash/context7-mcp MCP server (npm package) | 86 |
| mcp.supabase.com MCP server (remote URL) | 61 |
| task-master-ai MCP server (npm package) | 49 |
| api.githubcopilot.com MCP server (remote URL) | 33 |
| @modelcontextprotocol/server-filesystem MCP server (npm package) | 32 |
| @playwright/mcp MCP server (npm package) | 22 |
| @modelcontextprotocol/server-memory MCP server (npm package) | 20 |
| @modelcontextprotocol/server-github MCP server (npm package) | 19 |
| @modelcontextprotocol/server-postgres MCP server (npm package) | 17 |
| @modelcontextprotocol/server-sequential-thinking MCP server (npm package) | 17 |
2025-04
257 first adds over 50 tools.
| Tool | Repos first adding |
|---|---|
| mcp.supabase.com MCP server (remote URL) | 36 |
| api.githubcopilot.com MCP server (remote URL) | 25 |
| @playwright/mcp MCP server (npm package) | 16 |
| @modelcontextprotocol/server-postgres MCP server (npm package) | 15 |
| @modelcontextprotocol/server-filesystem MCP server (npm package) | 14 |
| @upstash/context7-mcp MCP server (npm package) | 14 |
| task-master-mcp MCP server (npm package) | 10 |
| uv MCP server (local command) | 9 |
| @modelcontextprotocol/server-github MCP server (npm package) | 9 |
| @modelcontextprotocol/server-sequential-thinking MCP server (npm package) | 9 |
2025-03
114 first adds over 35 tools.
| Tool | Repos first adding |
|---|---|
| @modelcontextprotocol/server-postgres MCP server (npm package) | 14 |
| @modelcontextprotocol/server-filesystem MCP server (npm package) | 10 |
| @modelcontextprotocol/server-github MCP server (npm package) | 10 |
| @modelcontextprotocol/server-sequential-thinking MCP server (npm package) | 9 |
| @modelcontextprotocol/server-memory MCP server (npm package) | 8 |
| @smithery/cli MCP server (npm package) | 7 |
| @executeautomation/playwright-mcp-server MCP server (npm package) | 6 |
| @agentdeskai/browser-tools-mcp MCP server (npm package) | 5 |
| mcp-server-git MCP server (PyPI package) | 5 |
| uv MCP server (local command) | 4 |
2025-02
1 first adds over 1 tools.
No tool had 3 first adds this month.
2025-01
5 first adds over 5 tools.
No tool had 3 first adds this month.
2024-06
1 first adds over 1 tools.
No tool had 3 first adds this month.
2024-03
3 first adds over 3 tools.
No tool had 3 first adds this month.
2024-02
1 first adds over 1 tools.
No tool had 3 first adds this month.