mcp — AI projects ranked by growth

669 tracked AI & agent projects in the mcp topic, ranked weekly by growth signals computed from daily GitHub, npm, and PyPI snapshots.

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

All mcp projects, ranked

#	Project	Category	Signal	Score	Δ★ 7d	Total ★
1	io.github.vkhanhqui/figma-mcp-go ↗	mcp-server	🔥 Trending	82	+53	1,286
2	BoostedTravel ↗	agent-framework	🔥 Trending	81	+69	1,549
3	headroom ↗	ai-infrastructure	🔥 Trending	80	+3,366	59,886
4	Codebase Memory ↗	mcp-server	🔥 Trending	80	+5,331	32,808
5	Memclaw ↗	agent-framework	🔥 Trending	80	+49	335
6	iai-mcp ↗	ai-agent	🔥 Trending	80	+20	347
7	Funplay Unity MCP ↗	mcp-server	Stable	80	+15	183
8	llmtrim ↗	mcp-server	Stable	80	+12	169
9	knowledge-rag ↗	ai-infrastructure	🔥 Trending	79	+37	234
10	memtrace ↗	ai-agent	🔥 Trending	79	+58	435
11	io.github.artokun/comfyui-mcp ↗	mcp-server	🌱 Emerging	79	+48	406
12	AI Team OS ↗	agent-framework	🔥 Trending	78	+31	320
13	Yolfi ↗	ai-agent	Stable	78	+13	213
14	bvisible/mcp-ssh-manager ↗	mcp-server	🔥 Trending	78	+22	365
15	mcp-autopilot-jobhunt ↗	ai-agent	🌱 Emerging	78	+41	176
16	AnySearch ↗	mcp-server	🔥 Trending	77	+84	1,552
17	SearXNG Search ↗	mcp-server	Stable	77	+31	1,053
18	Repowise ↗	mcp-server	🌱 Emerging	77	+271	3,761
19	yutu ↗	mcp-server	🔥 Trending	77	+21	592
20	opentabs-dev/opentabs ↗	mcp-server	🔥 Trending	76	+38	859
21	io.github.alisaitteke/photoshop-mcp ↗	mcp-server	Stable	74	+20	198
22	Godot-MCP ↗	mcp-server	Stable	74	+8	175
23	Semantic Notes Vault MCP ↗	mcp-server	Stable	74	+19	440
24	open_browser_use ↗	ai-agent	Stable	74	+12	204
25	Chrome DevTools MCP ↗	mcp-server	🔥 Trending	73	+702	47,166
26	io.github.mnemox-ai/tradememory-protocol ↗	mcp-server	🔥 Trending	73	+40	1,397
27	Scrapling MCP Server ↗	ai-infrastructure	🔥 Trending	71	+1,339	70,075
28	Desktop Commander ↗	mcp-server	Stable	71	+429	8,533
29	freema/firefox-devtools-mcp ↗	mcp-server	Stable	71	+17	305
30	OpenOSINT ↗	ai-agent	🌱 Emerging	71	+80	1,041
31	LvcidPsyche/auto-browser ↗	ai-agent	🌱 Emerging	71	+33	729
32	Apktool MCP Server ↗	mcp-server	Stable	70	+25	594
33	loop-engineering ↗	ai-agent	Stable	69	+1,976	8,544
34	Markmap MCP Server ↗	mcp-server	Stable	69	+13	271
35	ai-trader ↗	ai-agent	Stable	68	+42	888
36	ClawdCursor ↗	mcp-server	Stable	68	+12	391
37	io.github.king-of-the-grackles/reddit-research-mcp ↗	mcp-server	Stable	68	+17	219
38	io.github.8beeeaaat/touchdesigner-mcp-server ↗	mcp-server	Stable	68	+14	438
39	12306-mcp ↗	mcp-server	Stable	68	+38	1,106
40	OpenAccountants ↗	mcp-server	Stable	67	+14	254
41	io.github.StuMason/coolify ↗	mcp-server	Stable	67	+15	502
42	codex-mcp-server ↗	mcp-server	Stable	66	+26	607
43	io.github.butterbase-ai/mcp ↗	mcp-server	🌱 Emerging	64	+168	2,745
44	second-brain-cloudflare ↗	mcp-server	🌱 Emerging	63	+72	609
45	Godot MCP ↗	mcp-server	Stable	63	+15	343
46	ai.smithery/ChiR24-unreal_mcp ↗	mcp-server	Stable	63	+17	790
47	samuelgursky/davinci-resolve-mcp ↗	mcp-server	Stable	63	+88	1,699
48	Godot AI ↗	mcp-server	🌱 Emerging	61	+103	1,056
49	kordoc ↗	mcp-server	🌱 Emerging	61	+74	1,482
50	io.github.robotmcp/ros-mcp-server ↗	mcp-server	Stable	60	+13	1,346
51	io.github.giancarloerra/socraticode ↗	ai-infrastructure	🌱 Emerging	60	+42	3,123
52	Zapier MCP ↗	mcp-server	Stable	60	+12	355
53	Unity MCP Server ↗	mcp-server	Stable	59	+411	12,644
54	TickDB Market Data ↗	mcp-server	Stable	59	+25	555
55	HomeLab Monitor ↗	ai-agent	Stable	58	+9	159
56	pentest-ai ↗	mcp-server	🌱 Emerging	58	+114	1,377
57	computer-use-linux ↗	mcp-server	Stable	58	+26	294
58	CrowdStrike Falcon MCP Server ↗	mcp-server	Stable	58	+8	223
59	io.github.CursorTouch/Windows-MCP ↗	mcp-server	Stable	56	+96	6,460
60	Twitter X Automation ↗	ai-agent	Stable	56	+15	392
61	storybloq ↗	mcp-server	Stable	56	+11	669
62	Heym ↗	ai-agent	🌱 Emerging	55	+35	757
63	arc-kit ↗	ai-agent	Stable	55	+20	2,093
64	CAD-MCP Server ↗	mcp-server	Stable	55	+11	450
65	io.github.basicmachines-co/basic-memory ↗	mcp-server	Stable	55	+50	3,460
66	flux159/mcp-server-kubernetes ↗	mcp-server	Stable	54	+10	1,460
67	Firecrawl MCP Server ↗	mcp-server	Stable	54	+81	6,989
68	com.xcodebuildmcp/XcodeBuildMCP ↗	mcp-server	Stable	53	+38	6,090
69	Flyto Core ↗	ai-agent	🌱 Emerging	53	+37	477
70	Apify MCP Server ↗	mcp-server	Stable	53	+130	2,042
71	MCP Toolbox for Databases ↗	mcp-server	Stable	53	+76	15,979
72	NotFair-GoogleAds ↗	mcp-server	🌱 Emerging	52	+61	3,154
73	ProxmoxMCP-Plus ↗	mcp-server	Stable	52	+17	338
74	jau123/MeiGen-AI-Design-MCP ↗	mcp-server	🌱 Emerging	52	+34	1,584
75	io.github.containers/kubernetes-mcp-server ↗	mcp-server	Stable	52	+28	1,827
76	ariadng/metatrader-mcp-server ↗	mcp-server	Stable	51	+28	650
77	docs-mcp-server ↗	mcp-server	Stable	51	+20	1,548
78	go-micro ↗	agent-framework	Stable	51	+43	22,964
79	io.github.vmoranv/jshookmcp ↗	mcp-server	Stable	50	+22	1,756
80	Unity MCP Server ↗	mcp-server	Stable	50	+12	333
81	CoderGamester/mcp-unity ↗	mcp-server	Stable	49	+13	1,832
82	mcphub ↗	mcp-server	Stable	49	+14	2,230
83	CRW Web Scraper ↗	ai-agent	🌱 Emerging	49	+49	431
84	Hevy MCP ↗	mcp-server	Stable	49	+13	336
85	Ghidra MCP Server ↗	mcp-server	Stable	48	+81	2,860
86	DebugMCP ↗	mcp-server	Stable	48	+10	429
87	taibu ↗	mcp-server	Stable	48	+23	344
88	Monolith ↗	mcp-server	Stable	48	+12	225
89	Reversecore_MCP ↗	mcp-server	Stable	48	+5	182
90	io.github.achiya-automation/safari-mcp ↗	mcp-server	Stable	47	+7	152
91	Context Mode ↗	mcp-server	Stable	47	+311	19,075
92	korean-law-mcp ↗	mcp-server	🌱 Emerging	47	+58	2,241
93	NotFair ↗	mcp-server	🌱 Emerging	47	+53	3,154
94	ElevenLabs MCP Server ↗	mcp-server	Stable	46	+14	1,479
95	Google Maps MCP Server ↗	mcp-server	Stable	46	+10	394
96	Beelzebub MCP Honeypot ↗	mcp-server	Stable	46	+10	2,091
97	io.github.IvanMurzak/Unity-MCP ↗	mcp-server	Stable	46	+89	3,597
98	Symbol Delta Ledger ↗	mcp-server	Stable	46	+17	448
99	boss-agent-cli ↗	ai-agent	🌱 Emerging	46	+35	1,399
100	Playwright MCP ↗	mcp-server	Stable	44	+275	35,254