modelcontextprotocol — AI projects ranked by growth

41 tracked AI & agent projects in the modelcontextprotocol 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 modelcontextprotocol projects, ranked

#	Project	Category	Signal	Score	Δ★ 7d	Total ★
1	io.github.robotmcp/ros-mcp-server ↗	mcp-server	Stable	60	+13	1,346
2	io.github.containers/kubernetes-mcp-server ↗	mcp-server	Stable	52	+28	1,827
3	awslabs/mcp ↗	mcp-server	Stable	36	+41	9,467
4	IDA Pro MCP ↗	mcp-server	Stable	32	+219	10,454
5	io.github.anyproto/anytype-mcp ↗	mcp-server	Stable	28	+8	480
6	io.github.brightdata/brightdata-mcp ↗	mcp-server	Stable	27	+12	2,507
7	io.github.yokingma/one-search-mcp ↗	mcp-server	Stable	26	+3	132
8	Jpisnice/shadcn-ui-mcp-server ↗	mcp-server	Stable	23	+16	2,871
9	RivalSearchMCP ↗	mcp-server	Stable	20	+2	114
10	mcp-minecraft ↗	mcp-server	Stable	20	+10	664
11	Octocode MCP - AI Context Platform ↗	mcp-server	Stable	18	+6	895
12	FHIR MCP Server ↗	mcp-server	Stable	17	+1	129
13	Tableau MCP Server ↗	mcp-server	Stable	16	+3	308
14	Salesforce MCP Server ↗	mcp-server	Stable	14	+1	163
15	NestJS MCP Server Module ↗	mcp-server	Stable	12	+3	678
16	DataForSEO MCP Server ↗	mcp-server	Stable	12	+3	233
17	OmniFocus-MCP ↗	mcp-server	Stable	11	+4	221
18	mcp-sequentialthinking-tools ↗	mcp-server	Stable	10	+0	583
19	Healthcare MCP Server ↗	mcp-server	Stable	10	+2	124
20	MCP 3D Printer Server ↗	mcp-server	Stable	9	+3	207
21	Ghost MCP Server ↗	mcp-server	Stable	8	+3	213
22	Opik MCP Server ↗	mcp-server	Stable	7	+1	214
23	sitbon/magg ↗	mcp-server	Stable	7	+1	139
24	Emcee ↗	mcp-server	Stable	7	+1	326
25	Google News MCP Server ↗	mcp-server	Stable	6	+0	125
26	unreal-mcp ↗	mcp-server	Stable	5	+1	113
27	Django MCP Server ↗	mcp-server	Stable	5	+3	361
28	Zig Docs MCP ↗	mcp-server	Stable	4	+1	167
29	alexei-led/aws-mcp-server ↗	mcp-server	Stable	3	+1	185
30	mcp-graphql ↗	mcp-server	Stable	3	+2	403
31	alexei-led/k8s-mcp-server ↗	mcp-server	Stable	3	+1	213
32	memento-mcp ↗	mcp-server	Stable	1	+1	425
33	FastAPI-MCP ↗	mcp-server	Stable	0	+7	11,948
34	operative_sh/web-eval-agent ↗	mcp-server	Stable	0	+0	1,241
35	com.docfork/docfork-mcp ↗	mcp-server	Stable	0	+0	489
36	mcp-neovim-server ↗	mcp-server	Stable	0	+0	321
37	gannonh/firebase-mcp ↗	mcp-server	Stable	0	+0	247
38	Meilisearch MCP Server ↗	mcp-server	Stable	0	+0	194
39	MCP Salesforce Connector ↗	mcp-server	Stable	0	+0	178
40	Glean Remote MCP Server ↗	mcp-server	Stable	0	+0	164
41	Needle MCP Server ↗	mcp-server	Stable	0	+0	99