MCP servers — ranked by growth (page 5)

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 ★
401	AutoCAD MCP Server ↗	Stable	16	+6	220
402	Alibaba Cloud Observability MCP Server ↗	Stable	16	+3	149
403	io.github.codespar/mcp-afip ↗	Stable	16	+2	261
404	io.github.VictoriaMetrics/mcp-victoriametrics ↗	Stable	16	+2	191
405	io.github.drfccv/mcp-server-12306 ↗	Stable	16	+2	351
406	mcp-jobs ↗	Stable	16	+3	111
407	Email Sending MCP ↗	Stable	16	+6	556
408	com.gitkraken/gk-cli ↗	Stable	16	+3	435
409	io.github.koreal6803/finlab-ai ↗	Stable	16	+4	398
410	SemanticOps MCP (for Power BI) ↗	Stable	16	+2	253
411	Salesforce DX MCP Server ↗	Stable	16	+5	444
412	Tableau MCP Server ↗	Stable	16	+3	308
413	qualixar/superlocalmemory ↗	Stable	16	+2	197
414	BloodHound MCP Server ↗	Stable	16	+3	115
415	Bricks MCP ↗	Stable	16	+3	115
416	monarch-mcp-server ↗	Stable	16	+6	278
417	OpenSCAD MCP Server ↗	Stable	16	+3	116
418	genomoncology/biomcp ↗	Stable	15	+5	550
419	io.github.Kapeli/dash-mcp-server ↗	Stable	15	+3	170
420	macOS Automator MCP Server ↗	Stable	15	+8	855
421	mihaelamj/cupertino ↗	Stable	15	+8	846
422	io.github.BurtTheCoder/shodan ↗	Stable	15	+2	145
423	RobotMCP ↗	Stable	15	+1	107
424	Docling MCP ↗	Stable	15	+7	688
425	Photoshop MCP Server ↗	Stable	15	+6	281
426	OctagonAI/octagon-mcp-server ↗	Stable	15	+2	143
427	io.github.Intina47/context-sync ↗	Stable	15	+3	182
428	io.github.nesquikm/rubber-duck ↗	Stable	15	+1	171
429	mcp-taiwan-legal-db ↗	Stable	15	+4	160
430	GitHub Stars MCP Server ↗	Stable	15	+1	112
431	reza-gholizade/k8s-mcp-server ↗	Stable	15	+2	173
432	io.github.ggozad/haiku-rag ↗	Stable	15	+2	548
433	io.github.BlockRunAI/blockrun-mcp ↗	Stable	15	+2	475
434	Fastmail MCP Server ↗	Stable	15	+1	124
435	1mcp/agent ↗	Stable	14	+4	475
436	Stata MCP Server ↗	Stable	14	+7	462
437	io.github.SonarSource/sonarqube-mcp-server ↗	Stable	14	+5	599
438	PAL MCP Server ↗	Stable	14	+21	11,688
439	WebMCP ↗	Stable	14	+5	721
440	Hugging Face MCP Server ↗	Stable	14	+2	262
441	servo-fetch ↗	Stable	14	+1	131
442	Z-Image Studio ↗	Stable	14	+1	122
443	Tiger MCP ↗	Stable	14	+1	115
444	public-ui/kolibri ↗	Stable	14	+2	273
445	Frappe Assistant Core ↗	Stable	14	+5	271
446	IDA-MCP ↗	Stable	14	+2	237
447	Gearcoleco MCP Server ↗	Stable	14	+1	137
448	Kagi MCP Server ↗	Stable	14	+6	450
449	Wazuh MCP Server ↗	Stable	14	+4	205
450	piia-engram ↗	Stable	14	+1	170
451	io.github.Beever-AI/beever-atlas ↗	Stable	14	+3	396
452	homeassistant-mcp ↗	Stable	14	+1	101
453	Borsa MCP ↗	Stable	14	+6	622
454	MemoryGraph ↗	Stable	14	+3	222
455	ReVa ↗	Stable	14	+7	782
456	redis/mcp-redis ↗	Stable	14	+4	548
457	Salesforce MCP Server ↗	Stable	14	+1	163
458	arxiv-latex-mcp ↗	Stable	14	+1	141
459	Data.gov.il MCP Server ↗	Stable	14	+1	107
460	aymericzip/intlayer ↗	Stable	14	+5	787
461	taskdog-mcp ↗	Stable	14	+2	316
462	Daiso MCP Server ↗	Stable	14	+2	310
463	YNAB MCP Server ↗	Stable	14	+3	133
464	YouTube MCP Server ↗	Stable	13	+4	551
465	@him0/freee-mcp ↗	Stable	13	+4	477
466	Apollo MCP Server ↗	Stable	13	+2	298
467	Marmot Data Catalog ↗	Stable	13	+4	599
468	Kindly Web Search MCP Server ↗	Stable	13	+3	359
469	ai.packmind/mcp-server ↗	Stable	13	+2	301
470	Excalidraw Architect ↗	Stable	13	+3	135
471	MaaMCP ↗	Stable	13	+3	372
472	Todoist AI MCP Server ↗	Stable	13	+3	528
473	ClickHouse/mcp-clickhouse ↗	Stable	13	+5	826
474	Korea Real Estate MCP ↗	Stable	13	+2	360
475	io.github.mapbox/mcp-server ↗	Stable	13	+1	349
476	Google Tag Manager MCP Server ↗	Stable	13	+4	185
477	tumf/mcp-shell-server ↗	Stable	13	+1	182
478	confluentinc/mcp-confluent ↗	Stable	13	+1	164
479	AgentRecall ↗	Stable	13	+2	310
480	TheLunarCompany/lunar#mcpx ↗	Stable	13	+3	469
481	Gearsystem MCP Server ↗	Stable	13	+2	381
482	io.github.marianfoo/mcp-sap-docs ↗	Stable	13	+2	207
483	notion-mcp-server ↗	Stable	13	+1	160
484	wegotdocs/open-mcp ↗	Stable	13	+2	362
485	Binary Ninja Headless MCP ↗	Stable	13	+3	226
486	Financial Modeling Prep MCP Server ↗	Stable	13	+1	140
487	mcp-local-rag ↗	Stable	13	+1	132
488	Pyth Pro MCP Server ↗	Stable	13	+1	243
489	Node9-Proxy ↗	Stable	13	+1	210
490	dbt-labs/dbt-mcp ↗	Stable	12	+3	594
491	io.github.mcpware/claude-code-organizer ↗	Stable	12	+4	357
492	Geargrafx MCP Server ↗	Stable	12	+1	222
493	MCP Task Orchestrator ↗	Stable	12	+1	196
494	NestJS MCP Server Module ↗	Stable	12	+3	678
495	Airtable ↗	Stable	12	+1	454
496	XeroAPI/xero-mcp-server ↗	Stable	12	+7	340
497	Apache Spark History Server MCP ↗	Stable	12	+1	183
498	Gearboy MCP Server ↗	Stable	12	+5	1,181
499	io.github.vfarcic/dot-ai ↗	Stable	12	+1	332
500	Charles MCP Server ↗	Stable	12	+5	277