model-context-protocol — AI projects ranked by momentum

191 tracked AI & agent projects in the model-context-protocol topic, ranked weekly by growth signals computed from daily GitHub, npm, and PyPI snapshots.

Data as of 2026-06-18 · scores for week of 2026-06-08 · updated weekly

All model-context-protocol projects, ranked

#	Project	Category	Signal	Δ★ 7d	Total ★
1	io.github.artokun/comfyui-mcp ↗	mcp-server	Stable	+21	164
2	OMEGA Memory ↗	ai-agent	Stable	+5	163
3	io.github.agenticmail/mcp ↗	mcp-server	Stable	+8	151
4	io.github.gaopengbin/cesium-mcp-dev ↗	mcp-server	Stable	+1	111
5	Codebase Memory ↗	mcp-server	🔥 Trending	+2,687	5,936
6	MCP Server for Excel ↗	mcp-server	Stable	+7	196
7	ClaudeR - RStudio MCP Server ↗	agent-framework	Stable	+12	277
8	Godot MCP ↗	mcp-server	Stable	+15	276
9	jau123/MeiGen-AI-Design-MCP ↗	mcp-server	Stable	+49	1,457
10	Computer Use ↗	mcp-server	Stable	+12	312
11	io.github.dcostenco/prism-mcp ↗	mcp-server	Stable	+3	147
12	io.github.StuMason/coolify ↗	mcp-server	Stable	+16	440
13	io.github.aplaceforallmystuff/mcp-arr ↗	mcp-server	Stable	+5	160
14	io.github.stefanoamorelli/sec-edgar-mcp ↗	mcp-server	Stable	+5	319
15	ProxmoxMCP-Plus ↗	mcp-server	Stable	+12	255
16	fradser/mcp-server-apple-reminders ↗	mcp-server	Stable	+7	142
17	Prometheus MCP Server ↗	mcp-server	Stable	+17	474
18	io.github.HarimxChoi/google-surf-mcp ↗	mcp-server	Stable	+6	233
19	io.github.jeff-nasseri/mikrotik-mcp ↗	mcp-server	Stable	+10	217
20	YourMemory ↗	ai-agent	Stable	+0	245
21	io.github.IvanMurzak/Unity-MCP ↗	mcp-server	Stable	+90	3,202
22	Google Maps MCP Server ↗	mcp-server	Stable	+11	350
23	io.github.shinpr/mcp-image ↗	mcp-server	Stable	+3	120
24	io.github.cyanheads/obsidian-mcp-server ↗	mcp-server	Stable	+10	592
25	youichi-uda/godot-mcp-pro ↗	mcp-server	Stable	+19	440
26	Native DevTools ↗	mcp-server	Stable	+3	116
27	io.github.Dave-London/build ↗	mcp-server	Stable	+1	129
28	io.github.jfarcand/iphone-mirroir-mcp ↗	mcp-server	Stable	+3	118
29	io.github.karanb192/reddit-mcp-buddy ↗	mcp-server	Stable	+10	717
30	MCPProxy ↗	mcp-server	Stable	+9	260
31	ConstantineB6/comfy-pilot ↗	mcp-server	Stable	+6	213
32	sipyourdrink-ltd/bernstein ↗	ai-agent	Stable	+12	580
33	utensils/mcp-nixos ↗	mcp-server	Stable	+33	704
34	com.xcodebuildmcp/XcodeBuildMCP ↗	mcp-server	Stable	+36	5,921
35	mihaelamj/cupertino ↗	mcp-server	Stable	+6	832
36	metatool-ai/metatool-app ↗	mcp-server	Stable	+26	2,428
37	CoderGamester/mcp-unity ↗	mcp-server	Stable	+15	1,778
38	Firecrawl MCP Server ↗	mcp-server	Stable	+76	6,615
39	Twitter X Automation ↗	ai-agent	Stable	+8	317
40	Rails AI Context ↗	ai-agent	Stable	+0	146
41	io.github.spences10/mcp-omnisearch ↗	mcp-server	Stable	+5	325
42	io.github.cyanheads/git-mcp-server ↗	mcp-server	Stable	+1	222
43	Flyto Core ↗	ai-agent	Stable	+1	274
44	io.github.mcpware/claude-code-organizer ↗	mcp-server	Stable	+5	340
45	aashari/mcp-server-atlassian-bitbucket ↗	mcp-server	Stable	+0	156
46	io.github.PV-Bhat/vibe-check-mcp-server ↗	mcp-server	Stable	+4	492
47	ai.exa/exa ↗	mcp-server	Stable	+28	4,589
48	io.github.blazickjp/arxiv-mcp-server ↗	mcp-server	Stable	+24	2,869
49	dbt-labs/dbt-mcp ↗	mcp-server	Stable	+3	581
50	designcomputer/mysql_mcp_server ↗	mcp-server	Stable	+11	1,305
51	DeepSeek MCP Server ↗	mcp-server	Stable	+1	341
52	duaraghav8/MCPJungle ↗	mcp-server	Stable	+13	1,101
53	zcaceres/markdownify-mcp ↗	mcp-server	Stable	+19	2,749
54	io.github.varun29ankuS/shodh-memory ↗	ai-agent	Stable	+2	219
55	piia-engram ↗	mcp-server	Stable	+3	167
56	genomoncology/biomcp ↗	mcp-server	Stable	+4	527
57	io.github.TickTockBent/charlotte ↗	mcp-server	Stable	+0	147
58	MCP Task Orchestrator ↗	mcp-server	Stable	+1	194
59	io.github.cyanheads/mcp-ts-core ↗	mcp-server	Stable	+0	145
60	io.github.achiya-automation/safari-mcp ↗	mcp-server	Stable	+4	115
61	io.github.cyanheads/pubmed-mcp-server ↗	mcp-server	Stable	+4	111
62	Hex Graph ↗	mcp-server	Stable	+8	496
63	com.webflow/mcp ↗	mcp-server	Stable	+0	132
64	isaacphi/mcp-language-server ↗	mcp-server	Stable	+8	1,548
65	Octocode MCP - AI Context Platform ↗	mcp-server	Stable	+1	864
66	Airtable ↗	mcp-server	Stable	+2	449
67	io.github.HaD0Yun/gopeak ↗	mcp-server	Stable	+4	211
68	io.github.Anandb71/arbor ↗	mcp-server	Stable	+11	133
69	cyberchitta/llm-context.py ↗	mcp-server	Stable	-1	301
70	alexanderzuev/supabase-mcp-server ↗	mcp-server	Stable	-2	826
71	io.github.BurtTheCoder/virustotal ↗	mcp-server	Stable	+0	133
72	ergut/mcp-bigquery-server ↗	mcp-server	Stable	+0	142
73	io.github.aayoawoyemi/ori-memory ↗	mcp-server	Stable	+0	310
74	kiliczsh/mcp-mongo-server ↗	mcp-server	Stable	+0	279
75	wenb1n-dev/mysql_mcp_server_pro ↗	mcp-server	Stable	+0	246
76	adhikasp/mcp-twikit ↗	mcp-server	Stable	+0	235
77	furey/mongodb-lens ↗	mcp-server	Stable	+1	204
78	io.github.Intina47/context-sync ↗	mcp-server	Stable	+7	172
79	langfuse/mcp-server-langfuse ↗	mcp-server	Stable	-1	166
80	FirstData ↗	mcp-server	Stable	-1	165
81	ai.toolprint/hypertool-mcp ↗	mcp-server	Stable	+0	153
82	sirmews/mcp-pinecone ↗	mcp-server	Stable	+0	149
83	io.github.BurtTheCoder/shodan ↗	mcp-server	Stable	+3	138
84	io.github.king-of-the-grackles/reddit-research-mcp ↗	mcp-server	Stable	+3	125
85	dev.augments/mcp ↗	mcp-server	Stable	+0	124
86	st3v3nmw/sourcerer-mcp ↗	mcp-server	Stable	+1	116
87	Unity MCP Server ↗	mcp-server	No score yet	+15	10,779
88	Google Workspace MCP Server - Control Gmail, Calendar, Docs, Sheets, Slides, Chat, Forms & Drive ↗	mcp-server	No score yet	+3	2,701
89	Ghidra MCP Server ↗	mcp-server	No score yet	+12	2,502
90	Gemini MCP Tool ↗	mcp-server	No score yet	+1	2,242
91	korean-law-mcp ↗	mcp-server	No score yet	+1	1,976
92	Apple Docs MCP ↗	mcp-server	No score yet	+1	1,315
93	Short Video Maker MCP ↗	mcp-server	No score yet	+1	1,189
94	CVE MCP Server ↗	mcp-server	No score yet	+3	1,030
95	Arkon ↗	mcp-server	No score yet	+2	997
96	Memory Bank MCP Server ↗	mcp-server	No score yet	+0	910
97	Notion MCP Server ↗	mcp-server	No score yet	+1	905
98	pentest-ai ↗	mcp-server	No score yet	+4	859
99	PDF Reader MCP Server ↗	mcp-server	No score yet	+0	786
100	Stealth Browser MCP ↗	mcp-server	No score yet	+0	692
101	JADX-MCP-SERVER ↗	mcp-server	No score yet	+2	672
102	NestJS MCP Server Module ↗	mcp-server	No score yet	+0	663
103	mcp-sequentialthinking-tools ↗	mcp-server	No score yet	+0	584
104	n8n Workflow Builder MCP Server ↗	mcp-server	No score yet	+0	524
105	memorix ↗	mcp-server	No score yet	+0	514
106	Argo CD MCP Server ↗	mcp-server	No score yet	+7	500
107	atlas-mcp-server ↗	mcp-server	No score yet	+0	477
108	agentify-desktop ↗	mcp-server	No score yet	+1	440
109	mcp-after-effects ↗	mcp-server	No score yet	+2	433
110	mcp-reddit ↗	mcp-server	No score yet	+0	407
111	CAD-MCP Server ↗	mcp-server	No score yet	+0	398
112	DebugMCP ↗	mcp-server	No score yet	+1	386
113	Graphlit MCP Server ↗	mcp-server	No score yet	+0	375
114	Semantic Notes Vault MCP ↗	mcp-server	No score yet	+7	358
115	Linear MCP Server ↗	mcp-server	No score yet	+0	343
116	claude-code-organizer ↗	mcp-server	No score yet	+0	340
117	MCP Server Code Execution Mode ↗	mcp-server	No score yet	+0	334
118	MCP Server for Odoo ↗	mcp-server	No score yet	+0	317
119	MCP iCal Server ↗	mcp-server	No score yet	+1	316
120	mcp-git-ingest ↗	mcp-server	No score yet	+0	312
121	OpenMCP ↗	mcp-server	No score yet	+0	306
122	Daiso MCP Server ↗	mcp-server	No score yet	+0	302
123	second-brain-cloudflare ↗	mcp-server	No score yet	+2	281
124	Unity MCP Server ↗	mcp-server	No score yet	+0	278
125	bvisible/mcp-ssh-manager ↗	mcp-server	No score yet	+11	275
126	Nextcloud MCP Server ↗	mcp-server	No score yet	+0	272
127	Erick Wendel Contributions MCP ↗	mcp-server	No score yet	+0	268
128	MCP Telegram ↗	mcp-server	No score yet	+0	247
129	Plane MCP Server ↗	mcp-server	No score yet	+0	244
130	Penpot MCP Server ↗	mcp-server	No score yet	+0	229
131	n8n Workflow Builder MCP Server ↗	mcp-server	No score yet	+0	226
132	GoPeak ↗	mcp-server	No score yet	+0	211
133	Remote-MCP Server ↗	mcp-server	No score yet	+0	206
134	AFFiNE MCP Server ↗	mcp-server	No score yet	+0	201
135	UTCP-MCP Bridge ↗	mcp-server	No score yet	+0	199
136	Paperless-NGX MCP Server ↗	mcp-server	No score yet	+1	199
137	Perfetto MCP ↗	mcp-server	No score yet	+0	196
138	MCP Manager ↗	mcp-server	No score yet	+0	195
139	easy-mcp ↗	mcp-server	No score yet	+0	194
140	Magic UI MCP Server ↗	mcp-server	No score yet	+1	192
141	Siri Shortcuts MCP Server ↗	mcp-server	No score yet	+0	189
142	Wazuh MCP Server ↗	mcp-server	No score yet	+0	186
143	ClawMem ↗	ai-infrastructure	No score yet	+1	186
144	Claude Historian ↗	mcp-server	No score yet	+0	178
145	StarRocks MCP Server ↗	mcp-server	No score yet	+0	175
146	AgentQL MCP Server ↗	mcp-server	No score yet	+0	174
147	Monolith ↗	mcp-server	No score yet	+0	171
148	hanzi-browse ↗	ai-agent	No score yet	+0	168
149	notion-mcp-server ↗	mcp-server	No score yet	+0	156
150	Google Workspace MCP Server ↗	mcp-server	No score yet	+0	155
151	open_browser_use ↗	ai-agent	No score yet	+0	150
152	UE-MCP ↗	mcp-server	No score yet	+2	150
153	opendocswork-mcp ↗	mcp-server	No score yet	+0	149
154	mcp-taskade ↗	mcp-server	No score yet	+0	148
155	Claudeus WordPress MCP ↗	mcp-server	No score yet	+0	148
156	Bitbucket MCP ↗	mcp-server	No score yet	+0	147
157	WinRemote MCP ↗	mcp-server	No score yet	+1	144
158	mcp-taiwan-legal-db ↗	mcp-server	No score yet	+0	141
159	lattice-mcp ↗	mcp-server	No score yet	+2	140
160	Pentest MCP ↗	mcp-server	No score yet	+0	139
161	mcp-shodan ↗	mcp-server	No score yet	+1	138
162	Funplay Unity MCP ↗	mcp-server	No score yet	+28	137
163	Gitingest-MCP ↗	mcp-server	No score yet	+0	137
164	VirusTotal MCP Server ↗	mcp-server	No score yet	+0	133
165	Google AI Mode MCP Server ↗	mcp-server	No score yet	+0	131
166	ClariLayer ↗	mcp-server	No score yet	+5	129
167	Zabbix MCP Server ↗	mcp-server	No score yet	+1	128
168	AWS Cost Explorer MCP Server ↗	mcp-server	No score yet	+0	127
169	HomeLab Monitor ↗	ai-agent	No score yet	+11	126
170	mcp-local-rag ↗	mcp-server	No score yet	+0	126
171	anythingmcp ↗	mcp-server	No score yet	+0	125
172	MCP Svelte Docs Server ↗	mcp-server	No score yet	+0	122
173	godoc-mcp ↗	mcp-server	No score yet	+0	122
174	Embody ↗	mcp-server	No score yet	+0	119
175	Brave Search MCP ↗	mcp-server	No score yet	+0	119
176	Sandbox MCP ↗	mcp-server	No score yet	+0	117
177	Power BI MCP Server ↗	mcp-server	No score yet	+0	113
178	io.github.alisaitteke/photoshop-mcp ↗	mcp-server	No score yet	+8	111
179	mcp-reticle ↗	mcp-server	No score yet	+0	111
180	Fabric-Analytics-MCP ↗	mcp-server	No score yet	+0	111
181	Teams MCP ↗	mcp-server	No score yet	+0	111
182	ogham-mcp ↗	mcp-server	No score yet	+0	109
183	MCPM CLI ↗	mcp-server	No score yet	+0	107
184	Deep Code Reasoning MCP Server ↗	mcp-server	No score yet	+0	106
185	Blender Open MCP ↗	mcp-server	No score yet	+0	104
186	S&P 500 MCP Server ↗	mcp-server	No score yet	+0	103
187	juspay/neurolink ↗	mcp-server	No score yet	+1	102
188	US Government Open Data MCP ↗	mcp-server	No score yet	+0	102
189	All-in-One Dev ↗	mcp-server	No score yet	+0	102
190	okx-trade-mcp ↗	mcp-server	No score yet	+0	95
191	kagi-session2api-mcp ↗	mcp-server	No score yet	+0	77