MCP servers — ranked by growth (page 4)

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

All mcp servers, ranked

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

#	Project	Signal	Score	Δ★ 7d	Total ★
301	adancurusul/embedded-debugger-mcp ↗	Stable	23	+3	126
302	MCP Kali Server ↗	Stable	23	+11	775
303	io.github.cyanheads/obsidian-mcp-server ↗	Stable	23	+9	633
304	io.github.nhadaututtheky/neural-memory ↗	Stable	23	+4	225
305	PlayCanvas Editor MCP Server ↗	Stable	23	+3	124
306	claude-peers ↗	Stable	23	+11	2,169
307	pixelle-mcp-Image-generation ↗	Stable	23	+9	1,089
308	Interactive Brokers MCP Server ↗	Stable	23	+5	200
309	Apple Mail MCP Server ↗	Stable	23	+5	171
310	renderdoc-mcp ↗	Stable	23	+5	131
311	io.github.jnMetaCode/shellward ↗	Stable	23	+3	123
312	Synology MCP Server ↗	Stable	23	+3	137
313	Stata-MCP ↗	Stable	23	+5	224
314	haris-musa/excel-mcp-server ↗	Stable	23	+23	4,041
315	qdrant/mcp-server-qdrant ↗	Stable	23	+7	1,472
316	GTM MCP Server ↗	Stable	22	+3	131
317	altium-mcp ↗	Stable	22	+3	113
318	io.github.alphavantage/alpha_vantage_mcp ↗	Stable	22	+4	188
319	Excalidraw MCP App Server ↗	🌱 Emerging	22	+47	4,956
320	MCP Debugger ↗	Stable	22	+3	133
321	Notion MCP Server ↗	Stable	22	+23	4,540
322	Vestige ↗	Stable	22	+7	587
323	Lean LSP MCP ↗	Stable	21	+9	449
324	jinzcdev/leetcode-mcp-server ↗	Stable	21	+3	131
325	Computer Use ↗	Stable	21	+5	328
326	WinRemote MCP ↗	Stable	21	+3	158
327	mcptube-vision ↗	Stable	21	+5	142
328	Auth0 MCP Server ↗	Stable	21	+1	112
329	actual-mcp ↗	Stable	21	+4	185
330	Skyvern ↗	Stable	21	+114	22,504
331	GoPeak ↗	Stable	21	+5	234
332	juspay/neurolink ↗	Stable	21	+2	111
333	io.github.mongodb-js/mongodb-mcp-server ↗	Stable	21	+7	1,084
334	bug-bounties ↗	Stable	21	+5	273
335	NetBox MCP Server ↗	Stable	21	+4	205
336	Ombre Brain ↗	Stable	21	+5	145
337	Tailscale MCP Server ↗	Stable	21	+2	112
338	Plane MCP Server ↗	Stable	21	+5	267
339	Bitwarden MCP Server ↗	Stable	21	+4	202
340	ai.smithery/jjlabsio-korea-stock-mcp ↗	Stable	20	+3	158
341	TencentCloudBase/CloudBase-AI-ToolKit ↗	Stable	20	+4	1,059
342	Hex Graph ↗	Stable	20	+5	518
343	mcp-bridge ↗	Stable	20	+4	207
344	FreeCAD Robust MCP Server ↗	Stable	20	+5	148
345	RivalSearchMCP ↗	Stable	20	+2	114
346	mcp-minecraft ↗	Stable	20	+10	664
347	MCP server for LogSeq ↗	Stable	20	+5	311
348	MCP server for Revit - Python ↗	Stable	20	+5	153
349	AdsPower LocalAPI MCP Server ↗	Stable	20	+2	117
350	idosal/git-mcp ↗	Stable	20	+19	8,265
351	Odoo MCP Server ↗	Stable	20	+6	366
352	io.github.browserstack/mcp-server ↗	Stable	20	+1	146
353	ComfyUI-AnimaTool ↗	Stable	19	+4	124
354	io.github.SimplyLiz/ckb ↗	Stable	19	+1	107
355	Chrome MCP Server ↗	Stable	19	+46	12,151
356	portainer/portainer-mcp ↗	Stable	19	+5	201
357	Design Systems MCP Server ↗	Stable	19	+4	190
358	io.github.mnemox-ai/idea-reality-mcp ↗	Stable	19	+7	760
359	pyghidra-mcp ↗	Stable	19	+7	386
360	io.github.pnp/cli-microsoft365-mcp-server ↗	Stable	19	+1	117
361	JADX-MCP-SERVER ↗	Stable	19	+8	706
362	gimp-mcp ↗	Stable	19	+5	157
363	Jina AI Remote MCP Server ↗	Stable	19	+9	769
364	muvon/octocode ↗	Stable	19	+7	433
365	zcaceres/markdownify-mcp ↗	Stable	19	+28	2,884
366	OrchestKit Docs MCP ↗	Stable	19	+3	203
367	MCP Appium ↗	Stable	19	+7	429
368	MCP Server for Odoo ↗	Stable	19	+5	340
369	WeChat Mini Program Dev MCP ↗	Stable	19	+3	167
370	Prometheus MCP Server ↗	Stable	19	+8	501
371	Flutter Inspector MCP Server ↗	Stable	19	+5	350
372	Joplin MCP Server ↗	Stable	18	+3	145
373	narumiruna/yfinance-mcp ↗	Stable	18	+3	169
374	Sci-Hub MCP Server ↗	Stable	18	+4	131
375	Android Proxy MCP ↗	Stable	18	+6	198
376	Modular RAG MCP Server ↗	Stable	18	+9	1,038
377	Mealie MCP Server ↗	Stable	18	+2	111
378	io.github.RLabs-Inc/gemini-mcp ↗	Stable	18	+2	211
379	LexGuard MCP ↗	Stable	18	+2	125
380	ABAP-ADT-API MCP-Server ↗	Stable	18	+3	167
381	Reqable MCP Server ↗	Stable	18	+4	135
382	io.github.MobAI-App/mobai-mcp ↗	Stable	18	+2	227
383	Overleaf MCP Server ↗	Stable	18	+6	203
384	opensearch-mcp-server-py ↗	Stable	18	+2	140
385	io.github.sinewaveai/agent-security-scanner-mcp ↗	Stable	18	+1	117
386	Octocode MCP - AI Context Platform ↗	Stable	18	+6	895
387	io.github.tomyud1/godot-mcp ↗	Stable	17	+6	394
388	MCP ABAP ADT ↗	Stable	17	+3	159
389	io.github.Lyellr88/marm-mcp-server ↗	Stable	17	+2	314
390	the-momentum/apple-health-mcp-server ↗	Stable	17	+4	231
391	io.github.Dave-London/build ↗	Stable	17	+1	134
392	io.github.spences10/mcp-omnisearch ↗	Stable	17	+2	333
393	MaverickMCP ↗	Stable	17	+7	630
394	Argo CD MCP Server ↗	Stable	17	+9	536
395	AWS MCP Server ↗	Stable	17	+4	324
396	io.github.serpapi/serpapi-mcp ↗	Stable	17	+2	156
397	MasterGo Magic MCP ↗	Stable	17	+3	272
398	Taiwan Health MCP Server ↗	Stable	17	+2	159
399	FHIR MCP Server ↗	Stable	17	+1	129
400	io.github.ZachLaik/legal-data-hunter ↗	Stable	16	+6	306