MCP servers — ranked by growth (page 3)

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 2026-06-13 · first weekly scoring run pending · updated weekly

All mcp servers, ranked

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

#ProjectSignalScoreΔ★ 7dTotal ★
201centralmind/gateway No score yet531
202redis/mcp-redis No score yet530
203joinly-ai/joinly No score yet526
204genomoncology/biomcp No score yet523
205jasonjmcghee/claude-debugs-for-you No score yet510
206yutu No score yet+32505
207ariadng/metatrader-mcp-server No score yet504
208tufantunc/ssh-mcp No score yet499
209com.docfork/docfork-mcp No score yet490
210io.github.PV-Bhat/vibe-check-mcp-server No score yet489
211io.github.motherduckdb/mcp-server-motherduck No score yet489
212Hex Graph No score yet488
213QuantGeekDev/docker-mcp No score yet482
214io.github.BlockRunAI/blockrun-mcp No score yet464
215Prometheus MCP Server No score yet461
2161mcp/agent No score yet454
217TheLunarCompany/lunar#mcpx No score yet454
218io.github.duriantaco/skylos No score yet453
219pskill9/web-search No score yet453
220Airtable No score yet447
221io.github.anyproto/anytype-mcp No score yet441
222io.github.r-huijts/strava-mcp No score yet437
223longportapp/openapi No score yet437
224io.github.abelljs/abell No score yet436
225io.github.formulahendry/spec-driven-development No score yet430
226io.github.StuMason/coolify No score yet427
227UniFi Access MCP No score yet425
228youichi-uda/godot-mcp-pro No score yet424
229TencentEdgeOne/edgeone-pages-mcp No score yet421
230TickDB Market Data No score yet419
231com.gitkraken/gk-cli No score yet418
232runekaagaard/mcp-alchemy No score yet409
233com.monday/monday.com No score yet408
234io.github.ooples/token-optimizer-mcp No score yet407
235hyperb1iss/droidmind No score yet406
236io.github.indragiek/uniprof No score yet404
237io.github.jkawamoto/mcp-youtube-transcript No score yet402
238muvon/octocode No score yet397
239K-Dense-AI/claude-skills-mcp No score yet392
240cantian-ai/bazi-mcp No score yet389
241FreePeak/db-mcp-server No score yet387
242io.github.delorenj/mcp-server-trello No score yet383
243PlanExe No score yet382
244strowk/mcp-k8s-go No score yet382
245AkTools MCP Server No score yet381
246io.github.Beever-AI/beever-atlas No score yet380
247io.github.koreal6803/finlab-ai No score yet380
248r-huijts/xcode-mcp-server No score yet380
249mcpdotdirect/evm-mcp-server No score yet379
250InditexTech/mcp-teams-server No score yet378
251juehang/vscode-mcp-server No score yet374
252Gearsystem MCP Server No score yet373
253nwiizo/tfmcp No score yet368
254io.github.8beeeaaat/touchdesigner-mcp-server No score yet367
255Network Sketcher (Local MCP) No score yet366
256io.github.ruvnet/ruv-swarm No score yet365
257io.github.zhongweili/nanobanana-mcp-server No score yet362
258PageIndex MCP No score yet360
259io.github.tomyud1/godot-mcp No score yet360
260wegotdocs/open-mcp No score yet353
261saseq/discord-mcp No score yet353
262polygon-io/mcp_polygon) No score yet353
263base/base-mcp No score yet348
264io.github.mapbox/mcp-server No score yet346
265Google Maps MCP Server No score yet342
266io.github.drfccv/mcp-server-12306 No score yet342
267DeepSeek MCP Server No score yet341
268io.github.mcpware/claude-code-organizer No score yet336
269chaindead/telegram-mcp No score yet336
270mamertofabian/mcp-everything-search No score yet334
271ferdousbhai/investor-agent No score yet334
272recursechat/mcp-server-apple-shortcuts No score yet332
273io.github.vfarcic/dot-ai No score yet325
274Anki MCP Server No score yet324
275joshuarileydev/app-store-connect-mcp-server No score yet324
276io.github.spences10/mcp-omnisearch No score yet321
277io.github.stefanoamorelli/sec-edgar-mcp No score yet317
278io.github.aayoawoyemi/ori-memory No score yet310
279Twitter X Automation No score yet310
280io.github.shinpr/mcp-local-rag No score yet309
281Nim Language Server No score yet307
282InditexTech/mcp-server-simulator-ios-idb No score yet306
283XeroAPI/xero-mcp-server No score yet305
284io.github.Lyellr88/marm-mcp-server No score yet303
285Computer Use No score yet303
286cyberchitta/llm-context.py No score yet302
287SDGLBL/mcp-claude-code No score yet301
288carterlasalle/mac_messages_mcp No score yet298
289automatalabs/mcp-server-playwright No score yet296
290ai.packmind/mcp-server No score yet295
291eyalzh/browser-control-mcp No score yet295
292Zapier MCP No score yet293
293admica/FileScopeMCP No score yet293
294OpenZeppelin/contracts-wizard No score yet292
295OSS Snowflake MCP Server No score yet291
296io.github.ai-dashboad/flutter-skill No score yet289
297Apollo MCP Server No score yet289
298io.github.cr7258/elasticsearch-mcp-server No score yet289
299mavdol/capsule/mcp-server No score yet288
300io.github.saidutt46/domain-check No score yet286