HexDigest Glama

Glama servers, stars and downloads/wk

Tracked
111,179
Creators
84,610
With downloads/wk
30,193
Updated
2026-10-25

Top 250 servers by GitHub stars, with daily snapshots.

ServerStarsQualityDownloads/wk7d
reamorlutoOn Glama305,846—307,2340
Filesystem MCP ServermodelcontextprotocolOn Glama91,511—439,826+235
Knowledge Graph Memory ServermodelcontextprotocolOn Glama91,511—138,656+235
PostgreSQLmodelcontextprotocolOn Glama91,511—71,487+235
Slack MCP ServermodelcontextprotocolOn Glama91,511—70,822+235
GitHub MCP ServermodelcontextprotocolOn Glama91,511—56,372+235
Brave Search MCP ServermodelcontextprotocolOn Glama91,511—14,139+235
Google Maps MCP ServermodelcontextprotocolOn Glama91,511—11,868+235
Google Drive servermodelcontextprotocolOn Glama91,511—2,904+235
GitLab MCP ServermodelcontextprotocolOn Glama91,511—2,667+235
Fetch MCP ServermodelcontextprotocolOn Glama91,511——+235
git MCP servermodelcontextprotocolOn Glama91,511——+235
Sentry MCP servermodelcontextprotocolOn Glama91,511——+235
wangyuemodelcontextprotocolOn Glama91,511——0
SQLite MCP ServermodelcontextprotocolOn Glama91,511——+235
PaddleOCR MCP ServerPaddlePaddleOn Glama91,362——0
World Monitor MCPkoala73On Glama88,848——0
CodeGraphcolbymchenryOn Glama74,752—79,0510
Context7 MCPupstashOn Glama63,543—482,7950
ishika_mcpcrewAIIncOn Glama60,051——0
Chrome DevTools MCPChromeDevToolsOn Glama54,003—1,737,4960
MetabasemetabaseOn Glama49,827——0
Prisma MCP ServerprismaOn Glama47,665—410
codebase-memory-mcpDeusDataOn Glama47,113——0
Playwright MCP ServermicrosoftOn Glama38,516—3,465,4300
next-ai-drawioDayuanJiangOn Glama36,372—150
GitHub MCP ServergithubOn Glama33,903——+235
cognee-mcptopoteretesOn Glama32,717——+310
AIHawkfeder-crOn Glama32,231——0
Graphiti MCP ServergetzepOn Glama32,173——0
Context ModemksgluOn Glama32,006—13,8330
AIHawkfeder-crOn Glama31,775——0
AIHawkfeder-crOn Glama31,625——0
BlenderMCPahujasidOn Glama30,867——0
SerenaoraiosOn Glama30,607——0
Karakeep MCP serverkarakeep-appOn Glama29,923—1,1620
RepomixyamadashyOn Glama29,007—58,5960
TaskmastereyaltoledanoOn Glama28,231—14,5070
BlenderMCPahujasidOn Glama27,749——0
dbxt8y2On Glama27,236—60
mcp-google-sheetsactivepiecesOn Glama25,177—20,0540
Skyvern MCPSkyvern-AIOn Glama23,254——0
n8n-MCPczlonkowskiOn Glama23,087—51,9630
screenpipescreenpipeOn Glama21,991——0
mcp-run-pythonpydanticOn Glama20,800—1,4620
FunASR MCP ServermodelscopeOn Glama20,754——0
NuclearnukeopOn Glama18,759—10
RocketRiderocketride-orgOn Glama17,708——0
MCP Toolbox for DatabasesgoogleapisOn Glama16,709——0
Maestromobile-dev-incOn Glama16,169——0
Figma MCP ServerGLipsOn Glama16,060—61,3270
Unity MCP ServerCoplayDevOn Glama15,330——0
XERJxerj-orgOn Glama15,246——0
Skill SeekersyusufkaraaslanOn Glama15,193——0
Casdoor MCP ServercasdoorOn Glama14,596——0
@plantuml/mcp-jsplantumlOn Glama13,376——0
SeleniumBase MCPseleniumbaseOn Glama13,109——0
TxtAI MCP ServerneumlOn Glama13,031——0
IDA Pro MCPmrexodiaOn Glama12,982——0
actors-mcp-serverapifyOn Glama12,871—20,764+1,259
Convex MCP serverconvexOn Glama12,744——0
Convex MCP serverget-convexOn Glama12,675——0
Claude ContextzilliztechOn Glama12,624—120
Chrome MCP ServerhangwinOn Glama12,498——0
kubesharkkubesharkOn Glama12,104——0
FastAPI-MCPtadata-orgOn Glama12,023——0
@arizeai/phoenix-mcpArize-aiOn Glama11,954—7010
Gemini MCP ServerBeehiveInnovationsOn Glama11,784——0
PipedreamPipedreamHQOn Glama11,758—1980
ghidraMCPLaurieWiredOn Glama11,419——0
Claude Desktop Commander MCPwonderwhy-erOn Glama10,104—394,6860
Windows-MCPCursorTouchOn Glama9,956——0
Mobile Next MCP Servermobile-nextOn Glama9,876—26,9210
AWS Nova CanvasawslabsOn Glama9,815——0
NhostnhostOn Glama9,361——0
Bifrost MCP GatewaymaximhqOn Glama8,944——0
microsandboxsuperradcompanyOn Glama8,742——0
GitMCPidosalOn Glama8,474—380
Fonoster MCP ServerfonosterOn Glama8,146—2100
repowiserepowise-devOn Glama7,872——0
code2promptmufeedvhOn Glama7,734——0
firecrawl-mcp-serverfirecrawlOn Glama7,676—128,628+59
robinapurvsinghgautamOn Glama7,647——0
browser-tools-mcpAgentDeskAIOn Glama7,327——0
Browser MCPBrowserMCPOn Glama7,206—6,0410
Talk to Figma MCPgrabOn Glama7,061—6360
TradingView MCP BridgetradesdontlieOn Glama6,868—450
mcp-openshortsmutonbyOn Glama6,849——0
Genkit MCPgenkit-aiOn Glama6,545—4,084+20
XcodeBuildMCPgetsentryOn Glama6,504—1,1070
jscpdkucherenkoOn Glama6,419——0
XcodeBuildMCPgetsentryOn Glama6,404—53,4140
notebooklm-mcpjacob-bdOn Glama6,385——0
Anything-to-NotebookLMjoeseesunOn Glama6,367——0
OuroborosQ00On Glama6,249——0
Godot MCPCoding-SoloOn Glama6,247—920
mcp-playwrightcrewAIIncOn Glama6,150——0
remove-ai-watermarkswiltodeltaOn Glama6,110——+57
Magic Component Platform (MCP)21st-devOn Glama6,109—7,6400
MCP AtlassiansoopersetOn Glama6,038——+27
Ghidra MCP ServerbethingtonOn Glama5,885——0
google-meta-ads-ga4-mcpirinabuht12-ossOn Glama5,749——0
drawio MCP ServerjgraphOn Glama5,682——0
mcp-playwrightexecuteautomationOn Glama5,669—7,757+3
Excalidraw MCP App ServerexcalidrawOn Glama5,556——0
Zotero MCP54yyyuOn Glama5,540——0
wigoloKnockOutEZOn Glama5,486—4770
Finance ToolkitJerBoumaOn Glama5,449——0
diff-mcpbenjamineOn Glama5,349—200
Peekaboo MCPopenclawOn Glama5,335—2,6810
devspaceWaishnavOn Glama5,286—3100
Exa MCP Serverexa-labsOn Glama5,159—12,601+25
Home Assistant MCP Serverhomeassistant-aiOn Glama5,139——0
agent-devicecallstackOn Glama5,117—191,1160
TradingMCPatilaahmettanerOn Glama5,103——0
whodb-cliclideyOn Glama5,041——+7
Chat On Steroidstotec448-specOn Glama4,997——0
RyanNgcampfireinOn Glama4,948—4070
OpenScreengetopenscreenOn Glama4,850—2+332
ContextForge MCP GatewayIBMOn Glama4,681——0
Notion MCP ServermakenotionOn Glama4,671—85,3710
FluxDownzerx-labOn Glama4,640——0
Unity-MCPIvanMurzakOn Glama4,521——0
MCP server for ObsidianMarkusPfundsteinOn Glama4,490——+10
Firebase MCP ServerfirebaseOn Glama4,475—3,402,8360
mcp-server-cloudflarecloudflareOn Glama4,409—1,5770
MCP Server ChartantvisOn Glama4,401—2,3450
CodeGraphContextCodeGraphContextOn Glama4,352——0
basic-memorybasicmachines-coOn Glama4,342——0
Spec Workflow MCPPimzinoOn Glama4,302—2660
Excel MCP Serverharis-musaOn Glama4,258——0
executorUsefulSoftwareCoOn Glama4,215——0
WSL ManagerbostrotOn Glama4,028——0
playwriterremorsesOn Glama4,010—1,8290
LinkedIn MCP ServerstickerdanielOn Glama4,000——0
autoMateyuruotong1On Glama3,967——0
Radarskyhook-ioOn Glama3,866—1770
Hyperresearchjordan-gibbsOn Glama3,864——0
vizro-mcpmckinseyOn Glama3,810——0
dembrandtdembrandtOn Glama3,772—2,8420
mcp-feedback-enhancedMinidoracatOn Glama3,760——0
DaVinci Resolve MCPsamuelgurskyOn Glama3,720—3,9790
DBHubbytebaseOn Glama3,695—60
PromptXDeepracticeOn Glama3,686—1,8290
GrafanagrafanaOn Glama3,597——0
Google Analytics MCP ServergoogleanalyticsOn Glama3,520——0
NotebookLM MCP ServerPleasePromptoOn Glama3,439—1,2060
Postgres MCPcrystaldbaOn Glama3,419——0
Google Workspace MCP Server - Control Gmail, Calendar, Docs, Sheets, Slides, Chat, Forms & DrivetaylorwilsdonOn Glama3,406——0
mcp-server-browserbasebrowserbaseOn Glama3,399—1,752-3
SocratiCodegiancarloerraOn Glama3,354—2,0010
ShipSwiftsignerlabsOn Glama3,243——0
Stealth Browser MCPvibheksoniOn Glama3,243——0
flipunitaraniOn Glama3,234——0
ArXiv MCP ServerblazickjpOn Glama3,229——+9
AbletonMCPahujasidOn Glama3,215——0
GraphJindoscoOn Glama3,213—1,4930
Godot AIhi-godotOn Glama3,130——0
Apple MCP ServersupermemoryaiOn Glama3,120—2750
butterbasebutterbase-aiOn Glama3,112——0
Argentsoftware-mansionOn Glama3,083——+39
@jpisnice/shadcn-ui-mcp-serverJpisniceOn Glama3,063—1,8930
obsidian-local-rest-apicoddingtonbearOn Glama3,044—2720
Markdownify MCP ServerzcaceresOn Glama2,996—133-1
JS Reverse MCPzhizhuodemaoOn Glama2,991—9480
freecad mcpneka-natOn Glama2,985——0
PostgRESTsupabaseOn Glama2,968—925+12
omnaraomnara-aiOn Glama2,943——0
cocoindex-codecocoindex-ioOn Glama2,941——+40
KiCAD-MCP-ServermixelpixxOn Glama2,910—35+178
Paper Search MCPopenagsOn Glama2,898——0
VexaVexa-aiOn Glama2,892—10
GenAIScriptmicrosoftOn Glama2,876—430
NoteDiscovery MCP ServergamosoftOn Glama2,846——0
MCP Proxy ServersparfenyukOn Glama2,800——+12
github-codemunch-mcpjgravelleOn Glama2,796——0
korean-law-mcpchrisryugjOn Glama2,752—2,7530
MedplummedplumOn Glama2,752—1,8290
MetaMCPmetatool-aiOn Glama2,717——0
nteract/semioticnteractOn Glama2,716—5,9720
Bright Data MCPbrightdataOn Glama2,685—11,7410
kordocchrisryugjOn Glama2,659—33,0400
CrossPasteCrossPasteOn Glama2,654——+13
Perplexity API Platform MCP ServerperplexityaiOn Glama2,579—9,4390
mcphubsamanhappyOn Glama2,572—1,1900
Excalidraw MCP ServeryctimlinOn Glama2,567—1,1990
Lanhu MCP ServerdsphperOn Glama2,508——+31
figma-console-mcpsouthleftOn Glama2,507—4,5930
Tavily MCP Servertavily-aiOn Glama2,441—11,9710
OpenNews MCP6551TeamOn Glama2,418——0
12306-mcpJoooookOn Glama2,399—3,0460
io.github.llmsresearch/paperbananallmsresearchOn Glama2,399——0
webclaw0xMassiOn Glama2,386——0
Memanto MCPmoorcheh-aiOn Glama2,337——0
Financial Datasets MCP Serverfinancial-datasetsOn Glama2,309——0
Gemini MCP TooljamubcOn Glama2,290—1,6460
Crawl4AI RAG MCP Servercoleam00On Glama2,267——0
claude-real-videoHUANGCHIHHUNGLeoOn Glama2,234——0
MCP Agent MailDicklesworthstoneOn Glama2,222——0
Beelzebub MCP Honeypotbeelzebub-labsOn Glama2,207——+8
claude-peerslouislvaOn Glama2,206—150
iOS Simulator MCPjoshuayoesOn Glama2,193—4,5190
LetsFGLetsFGOn Glama2,183——0
kubernetes-mcp-servercontainersOn Glama2,180——0
MCP Server for MySQLbenborlaOn Glama2,169—10,4990
Shrimp Task Managercjo4m06On Glama2,147—1790
boss-agent-clican4hou6joeng4On Glama2,135——0
earshotLeonxlnxOn Glama2,112——0
Office Word MCP ServerGongRzheOn Glama2,110——0
1313chatmcpOn Glama2,110——0
DevDocs MCP ServercyberagiincOn Glama2,107——0
Figma MCP ServerfigmaOn Glama2,076——0
io.github.bergside/typeuibergsideOn Glama2,073—2490
Superglue MCPsuperglue-aiOn Glama2,066—100
gitlab mcpzereightOn Glama2,063—103,8420
Azure DevOps MCP ServermicrosoftOn Glama2,061—66,0750
JsHookMcpvmoranvOn Glama2,054—1,6570
MCP Memory ServicedoobidooOn Glama2,038——+17
Context+forloopcodesOn Glama1,983—4640
Google Search Console MCPAminForouOn Glama1,979——0
stripestripeOn Glama1,966—11,2810
Microsoft Learn Docs MCP ServerMicrosoftDocsOn Glama1,951——0
Unity Editor MCP ServerCoderGamesterOn Glama1,936—20
AnySearchanysearch-aiOn Glama1,933——0
tldx-mcpbrandonyoungdevOn Glama1,931——0
GortexzzetOn Glama1,913——0
Telegram MCP ServerchigwellOn Glama1,891——0
pg-aiguidetimescaleOn Glama1,873—370
MCP AdapterWordPressOn Glama1,873—140
google-meta-ads-ga4-mcpirinabuht12-ossOn Glama1,870——0
Slack MCPkorotovskyOn Glama1,870——0
open-webSearchAas-eeOn Glama1,868—9,7670
PowerPoint MCP ServerGongRzheOn Glama1,858——0
mcp-brasilMcp-BrasilOn Glama1,825——0
docs-mcp-serveraraboldOn Glama1,822—6740
System InitiativesysteminitOn Glama1,803——0
openosintOpenOSINTOn Glama1,795——0
MeiGen AI Image Generation MCPjau123On Glama1,788—2710
iMCPmatttOn Glama1,785——0
IWEiwe-orgOn Glama1,781——0
pentest-ai0xStephOn Glama1,772——0
blitz-mcpblitzdotdevOn Glama1,760——0
tooluniversemims-harvardOn Glama1,747——0
Supermemory MCPsupermemoryaiOn Glama1,721——0
leemysw/yovoiceleemyswOn Glama1,707——0
Interactive Feedback MCPnoopstudiosOn Glama1,703——0
MCPVaultbitbonsaiOn Glama1,697—2,7050
Solana MCP by VybevybenetworkOn Glama1,681——0
MATLAB MCP ServermatlabOn Glama1,672——0
TerraVisionpatrickchughOn Glama1,660——0

Showing 250 of 111,179 tracked listings. See the full dataset →

A dash under Ratings means the listing has no ratings yet.

Market signals

A useful read on the market

Derived from the bounded public preview. The paid dataset includes the complete catalog and deeper history.

Public records 1,000 of 111,179 tracked
Creators tracked 84,610 distinct publishers or sellers
With history 105,446 stars and rating history
Last updated 2026-10-25 daily collection cadence

Downloads/wk distribution

Current scores in the public preview · 1,000 records

No ratings 1,000 100%

Most prolific creators

By listings in the public preview · 1,000 records

modelcontextprotocol 15 2%
microsoft 5 1%
cloudflare 4 0%
getsentry 4 0%
6551Team 3 0%

Leading categories

Across the public preview · 1,000 records

developer-tools 131 13%
browser-automation 56 6%
knowledge-and-memory 53 5%
databases 48 5%
search 40 4%
code-analysis 39 4%