MCP servers — ranked by growth

MCP servers expose tools, data, and services to AI agents through the Model Context Protocol. Ranked weekly by growth signals computed from daily GitHub snapshots.

Data as of 2026-07-19 · scores for week of 2026-07-20 · updated weekly

Active projects

1,260

Trending

11

Emerging

16

Declining

0

Stars gained / wk

18,655

Category growth / wk

1.38%

Fastest growing this week

Codebase Memory+5,331 ★ / wk32,808 ★
Chrome DevTools MCP+702 ★ / wk47,166 ★
Desktop Commander+429 ★ / wk8,533 ★
Context7+411 ★ / wk59,397 ★
Unity MCP Server+411 ★ / wk12,644 ★

All mcp servers, ranked

1,260 active projects. Sorted by growth score; projects without a score yet (newly tracked) follow, sorted by stars.

#ProjectSignalScoreΔ★ 7dTotal ★
1io.github.vkhanhqui/figma-mcp-go ↗🔥 Trending82+531,286
2Codebase Memory ↗🔥 Trending80+5,33132,808
3Funplay Unity MCP ↗Stable80+15183
4llmtrim ↗Stable80+12169
5io.github.homeassistant-ai/ha-mcp ↗Stable79+1274,025
6Coding Tools MCP ↗🔥 Trending79+38335
7io.github.artokun/comfyui-mcp ↗🌱 Emerging79+48406
8bvisible/mcp-ssh-manager ↗🔥 Trending78+22365
9UE-MCP ↗Stable78+17225
10AnySearch ↗🔥 Trending77+841,552
11SearXNG Search ↗Stable77+311,053
12Repowise ↗🌱 Emerging77+2713,761
13yutu ↗🔥 Trending77+21592
14opentabs-dev/opentabs ↗🔥 Trending76+38859
15io.github.alisaitteke/photoshop-mcp ↗Stable74+20198
16Godot-MCP ↗Stable74+8175
17Semantic Notes Vault MCP ↗Stable74+19440
18Chrome DevTools MCP ↗🔥 Trending73+70247,166
19io.github.mnemox-ai/tradememory-protocol ↗🔥 Trending73+401,397
20Twitter MCP Server ↗🔥 Trending71+561,435
21Desktop Commander ↗Stable71+4298,533
22freema/firefox-devtools-mcp ↗Stable71+17305
23Stealth Browser MCP ↗🔥 Trending70+1821,525
24MCP Adobe Premiere Pro ↗Stable70+19368
25Apktool MCP Server ↗Stable70+25594
26Markmap MCP Server ↗Stable69+13271
27ClawdCursor ↗Stable68+12391
28io.github.king-of-the-grackles/reddit-research-mcp ↗Stable68+17219
29io.github.8beeeaaat/touchdesigner-mcp-server ↗Stable68+14438
3012306-mcp ↗Stable68+381,106
31OpenAccountants ↗Stable67+14254
32io.github.StuMason/coolify ↗Stable67+15502
33OpenNews MCP ↗🌱 Emerging66+571,873
34codex-mcp-server ↗Stable66+26607
35io.github.butterbase-ai/mcp ↗🌱 Emerging64+1682,745
36io.github.jordanburke/reddit-mcp-server ↗Stable64+12194
37io.github.saurabhsharma2u/search-console-mcp ↗Stable64+10221
38Gortex ↗🌱 Emerging64+56888
39second-brain-cloudflare ↗🌱 Emerging63+72609
40Godot MCP ↗Stable63+15343
41ai.smithery/ChiR24-unreal_mcp ↗Stable63+17790
42samuelgursky/davinci-resolve-mcp ↗Stable63+881,699
43UniFi Access MCP ↗Stable62+20533
44TokenSave ↗🌱 Emerging62+49456
45Thunderbird MCP ↗Stable62+14233
46Godot AI ↗🌱 Emerging61+1031,056
47kordoc ↗🌱 Emerging61+741,482
48io.github.robotmcp/ros-mcp-server ↗Stable60+131,346
49io.github.jkawamoto/mcp-youtube-transcript ↗Stable60+10458
50Zapier MCP ↗Stable60+12355
51notebooklm-mcp ↗Stable60+1275,503
52Unity MCP Server ↗Stable59+41112,644
53TickDB Market Data ↗Stable59+25555
54KiCAD-MCP-Server ↗Stable59+611,560
55pentest-ai ↗🌱 Emerging58+1141,377
56computer-use-linux ↗Stable58+26294
57CrowdStrike Falcon MCP Server ↗Stable58+8223
58io.github.zereight/gitlab-mcp ↗Stable57+321,819
59io.github.CursorTouch/Windows-MCP ↗Stable56+966,460
60EdgarTools ↗Stable56+322,495
61Garmin MCP Server ↗Stable56+35802
62io.github.Mibayy/token-savior ↗Stable56+181,076
63storybloq ↗Stable56+11669
64Azure DevOps (ADO) ↗Stable55+181,895
65COMSOL MCP Server ↗Stable55+28559
66MCP Server for Excel ↗Stable55+26334
67QuackbackIO/quackback ↗Stable55+10181
68CAD-MCP Server ↗Stable55+11450
69io.github.basicmachines-co/basic-memory ↗Stable55+503,460
70camoufox-reverse-mcp ↗Stable55+17360
71MinerU Open MCP ↗Stable55+8164
72TradingView MCP Bridge ↗🌱 Emerging54+1724,470
73flux159/mcp-server-kubernetes ↗Stable54+101,460
74Power BI Modeling MCP Server ↗Stable54+23973
75Firecrawl MCP Server ↗Stable54+816,989
76com.xcodebuildmcp/XcodeBuildMCP ↗Stable53+386,090
77Apify MCP Server ↗Stable53+1302,042
78MCP Toolbox for Databases ↗Stable53+7615,979
79AutoCAD LT AutoLISP MCP Server ↗Stable53+15400
80JS Reverse MCP ↗Stable52+712,228
81NotFair-GoogleAds ↗🌱 Emerging52+613,154
82ProxmoxMCP-Plus ↗Stable52+17338
83jau123/MeiGen-AI-Design-MCP ↗🌱 Emerging52+341,584
84io.github.containers/kubernetes-mcp-server ↗Stable52+281,827
85diivi/aseprite-mcp ↗Stable51+23318
86ariadng/metatrader-mcp-server ↗Stable51+28650
87docs-mcp-server ↗Stable51+201,548
88Lanhu MCP Server ↗Stable51+571,967
89Figma MCP Bridge ↗Stable50+22350
90io.github.vmoranv/jshookmcp ↗Stable50+221,756
91Unity MCP Server ↗Stable50+12333
92tradingview-mcp ↗Stable50+923,575
93Google Search Console MCP ↗Stable50+381,192
94CoderGamester/mcp-unity ↗Stable49+131,832
95mcphub ↗Stable49+142,230
96Hevy MCP ↗Stable49+13336
97DuckDuckGo MCP Server ↗Stable48+211,343
98google-ads-mcp ↗Stable48+23752
99Ghidra MCP Server ↗Stable48+812,860
100DebugMCP ↗Stable48+10429