MCPNews

The Model Context Protocol ecosystem, verified

Current spec 2026-07-28

The MCP 500

The MCP 500 ranks 500 MCP servers by the Adoption Index (methodology v1): a published formula over public measurements - package downloads, marketplace presence, community, and maintenance. Snapshot 2026-08-04, measured from 19,813 candidates. It is a measure of adoption, not a quality verdict.

Rank measures public adoption, computed by a published formula over dated, source-linked measurements - it is not a quality verdict and not a security endorsement. Rows marked "measured, not yet verified" have no catalog record yet: their facts (spec support, publisher authority, auth) have not been verified by this site, and their links go to external sources only. Verification status lives in the adoption tracker.

The ranked 500

# Server Index Downloads/wk Stars Verification
1 io.github.microsoft/playwright-mcp · io.github.microsoft 85.84 6.2M 36k Measured, not yet verified
2 Chrome DevTools MCP · io.github.ChromeDevTools 82.61 1.5M 49k Measured, not yet verified
3 io.github.firebase/firebase-mcp · io.github.firebase 80.80 2.6M 4.5k Measured, not yet verified
4 Context7 · io.github.upstash 80.53 656k 60k Measured, not yet verified
5 GitHub MCP Server · github 77.08 - 32k In catalog
6 Storybook MCP Addon · io.github.storybookjs 73.52 1.8M 265 Measured, not yet verified
7 io.github.ruvnet/claude-flow · io.github.ruvnet 72.91 21k 67k Measured, not yet verified
8 Firecrawl MCP Server · io.github.firecrawl 72.36 98k 7.1k Measured, not yet verified
9 io.github.GLips/Figma-Context-MCP · io.github.GLips 71.78 82k 16k Measured, not yet verified
10 agent-device · io.github.callstackincubator 71.31 138k 4.0k Measured, not yet verified
11 io.github.zereight/gitlab-mcp · io.github.zereight 70.58 116k 1.9k Measured, not yet verified
12 Supabase · com.supabase 70.10 78k 2.9k Measured, not yet verified
13 Desktop Commander · io.github.wonderwhy-er 69.92 31k 9.2k Measured, not yet verified
14 io.github.getsentry/sentry-mcp · io.github.getsentry 68.80 117k 805 Measured, not yet verified
15 io.github.mongodb-js/mongodb-mcp-server · io.github.mongodb-js 68.44 65k 1.1k Measured, not yet verified
16 io.snyk/mcp · io.snyk 68.42 681k 53 Measured, not yet verified
17 Codebase Memory · io.github.DeusData 68.40 6.7k 37k Measured, not yet verified
18 DBHub · io.github.bytebase 68.18 40k 3.3k Measured, not yet verified
19 io.github.mobile-next/mobile-mcp · io.github.mobile-next 67.96 24k 5.8k Measured, not yet verified
20 io.github.team-telnyx/telnyx · io.github.team-telnyx 67.76 234k 196 Measured, not yet verified
21 io.github.t8y2/dbx · io.github.t8y2 66.77 7.2k 13k Measured, not yet verified
22 screenpipe · io.github.screenpipe 66.62 4.8k 21k Measured, not yet verified
23 io.github.SAP/fiori-mcp-server · io.github.SAP 66.47 111k 153 Measured, not yet verified
24 io.github.tavily-ai/tavily-mcp · io.github.tavily-ai 66.46 23k 2.3k Measured, not yet verified
25 io.github.artokun/comfyui-mcp · io.github.artokun 65.99 56k 490 Measured, not yet verified
26 io.github.containers/kubernetes-mcp-server · io.github.containers 65.90 17k 1.9k Measured, not yet verified
27 io.github.vercel/next-devtools-mcp · io.github.vercel 65.72 90k 800 Measured, not yet verified
28 SearXNG Search · io.github.ihor-sokoliuk 65.64 29k 1.1k Measured, not yet verified
29 io.github.asklokesh/loki-mode · io.github.asklokesh 65.45 24k 1.0k Measured, not yet verified
30 Azure MCP Server · com.microsoft 65.01 113k - Measured, not yet verified
31 io.github.hostinger/hostinger-api-mcp · io.github.hostinger 64.81 67k 138 Measured, not yet verified
32 io.github.UI5/mcp-server · io.github.UI5 64.56 107k 95 Measured, not yet verified
33 Semiotic · io.github.nteract 63.80 11k 2.7k Measured, not yet verified
34 io.github.brightdata/brightdata-mcp · io.github.brightdata 63.53 7.5k 2.6k Measured, not yet verified
35 Power BI Modeling MCP Server · com.microsoft 63.53 12k 1.0k Measured, not yet verified
36 io.github.cap-js/mcp-server · io.github.cap-js 63.41 67k 106 Measured, not yet verified
37 io.github.giancarloerra/socraticode · io.github.giancarloerra 63.35 5.6k 3.2k Measured, not yet verified
38 ai.smithery/pinkpixel-dev-web-scout-mcp · ai.smithery 63.16 - 131 Measured, not yet verified
39 Weather MCP Server · io.github.isdaniel 62.34 - 55 Measured, not yet verified
40 Svelte MCP · dev.svelte 62.26 22k 301 Measured, not yet verified
41 io.github.antvis/mcp-server-chart · io.github.antvis 61.46 9.4k 4.3k Measured, not yet verified
42 PDF Reader MCP · io.github.SylphxAI 61.39 7.6k 883 Measured, not yet verified
43 io.github.StuMason/coolify · io.github.StuMason 61.30 9.0k 540 Measured, not yet verified
44 com.gitkraken/gk-cli · com.gitkraken 60.91 4.3k 442 Measured, not yet verified
45 Airtable · io.github.domdomegg 60.56 6.3k 455 Measured, not yet verified
46 io.github.dynatrace-oss/Dynatrace-mcp · io.github.dynatrace-oss 60.45 19k 133 Measured, not yet verified
47 io.github.Ataraxy-Labs/sem · io.github.Ataraxy-Labs 60.41 4.0k 3.3k Measured, not yet verified
48 io.github.browserstack/mcp-server · io.github.browserstack 60.28 11k 147 Measured, not yet verified
49 io.github.yifancong/rsdoctor · io.github.yifancong 60.27 4.2k 1.1k Measured, not yet verified
50 io.github.KnockOutEZ/wigolo · io.github.KnockOutEZ 60.13 1.6k 4.1k Measured, not yet verified
51 Hevy MCP Server · io.github.chrisdoc 59.96 6.1k 382 Measured, not yet verified
52 io.github.delorenj/mcp-server-trello · io.github.delorenj 59.82 4.2k 427 Measured, not yet verified
53 io.github.karanb192/reddit-mcp-buddy · io.github.karanb192 59.81 4.0k 780 Measured, not yet verified
54 SmartBear MCP · com.smartbear 59.64 16k 42 Measured, not yet verified
55 Airweave Search · io.github.airweave-ai 59.47 1.7k 6.5k Measured, not yet verified
56 com.postman/postman-mcp-server · com.postman 59.34 5.9k 293 Measured, not yet verified
57 Octocode MCP - AI Context Platform · io.github.bgauryy 59.33 3.5k 902 Measured, not yet verified
58 io.github.taazkareem/clickup · io.github.taazkareem 59.29 26k 50 Measured, not yet verified
59 io.github.brave/brave-search-mcp-server · io.github.brave 59.24 26k - Measured, not yet verified
60 emailmd · dev.emailmd 58.90 3.9k 1.3k Measured, not yet verified
61 io.github.shinpr/mcp-local-rag · io.github.shinpr 58.65 3.9k 360 Measured, not yet verified
62 com.keboola/mcp · com.keboola 58.61 - 84 Measured, not yet verified
63 io.github.vmoranv/jshookmcp · io.github.vmoranv 58.02 748 1.9k Measured, not yet verified
64 io.github.shinpr/mcp-image · io.github.shinpr 57.82 5.9k 146 Measured, not yet verified
65 io.github.anyproto/anytype-mcp · io.github.anyproto 57.69 2.7k 494 Measured, not yet verified
66 io.github.SAP/mdk-mcp-server · io.github.SAP 57.48 13k 33 Measured, not yet verified
67 io.github.8beeeaaat/touchdesigner-mcp-server · io.github.8beeeaaat 57.35 2.5k 463 Measured, not yet verified
68 io.github.growthbook/growthbook-mcp · io.github.growthbook 57.31 9.6k 24 Measured, not yet verified
69 io.github.ooples/token-optimizer-mcp · io.github.ooples 57.07 2.2k 463 Measured, not yet verified
70 io.github.ruvnet/ruv-swarm · io.github.ruvnet 57.01 5.3k 372 Measured, not yet verified
71 io.github.mohitagw15856/pm-claude-skills · io.github.mohitagw15856 56.73 703 1.3k Measured, not yet verified
72 Memorix · io.github.AVIDS2 56.69 1.8k 607 Measured, not yet verified
73 Auth0 MCP Server · com.auth0 56.33 3.0k 112 Measured, not yet verified
74 io.github.codefuturist/email-mcp · io.github.codefuturist 56.32 11k 88 Measured, not yet verified
75 io.github.mapbox/mcp-server · io.github.mapbox 55.86 1.6k 351 Measured, not yet verified
76 esa · io.github.esaio 55.84 5.6k 61 Measured, not yet verified
77 io.github.freema/mcp-gsheets · io.github.freema 55.79 3.5k 89 Measured, not yet verified
78 io.github.vshulcz/deja-vu · io.github.vshulcz 55.77 1.4k 515 Measured, not yet verified
79 Dynoxide · io.github.nubo-db 55.64 5.8k 81 Measured, not yet verified
80 MCP Appium - Mobile Development and Automation Server · io.github.appium 55.62 10k - Measured, not yet verified
81 io.github.BlockRunAI/blockrun-mcp · io.github.BlockRunAI 55.59 1.2k 479 Measured, not yet verified
82 io.github.awkoy/notion-mcp-server · io.github.awkoy 55.47 1.9k 164 Measured, not yet verified
83 com.codescene/codescene-mcp-server · com.codescene 55.43 4.4k 59 Measured, not yet verified
84 io.github.alisaitteke/photoshop-mcp · io.github.alisaitteke 55.36 1.8k 270 Measured, not yet verified
85 io.github.achiya-automation/safari-mcp · io.github.achiya-automation 55.30 2.2k 162 Measured, not yet verified
86 io.github.brilliantdirectories/brilliant-directories-mcp · io.github.brilliantdirectories 55.29 8.9k 17 Measured, not yet verified
87 Search Console MCP · io.github.saurabhsharma2u 55.25 1.8k 251 Measured, not yet verified
88 Entroly · io.github.juyterman1000 55.11 899 432 Measured, not yet verified
89 Mindwtr · io.github.dongdongbh 54.99 480 1.6k Measured, not yet verified
90 OpenTakeoff · io.github.Kentucky-ai 54.80 2.9k 50 Measured, not yet verified
91 io.github.UI5/webcomponents-react-mcp-server · io.github.UI5 54.70 578 535 Measured, not yet verified
92 Search1API · io.github.superagents-lab 54.67 1.4k 173 Measured, not yet verified
93 AutoMobile · dev.jasonpearson 54.51 4.9k 37 Measured, not yet verified
94 MediaWiki MCP Server · io.github.ProfessionalWiki 54.49 1.6k 117 Measured, not yet verified
95 io.github.dcostenco/prism-mcp · io.github.dcostenco 54.40 1.6k 155 Measured, not yet verified
96 io.github.plur-ai/plur · io.github.plur-ai 54.35 1.4k 232 Measured, not yet verified
97 io.github.QVerisAI/mcp · io.github.QVerisAI 54.32 1.3k 250 Measured, not yet verified
98 io.github.KryptosAI/mcp-observatory · io.github.KryptosAI 54.26 1.4k 190 Measured, not yet verified
99 Anki MCP Server · ai.ankimcp 54.21 1.1k 417 Measured, not yet verified
100 XActions · io.github.nirholas 54.18 573 434 Measured, not yet verified
101 io.github.varun369/superlocalmemory · io.github.varun369 54.11 1.1k 204 Measured, not yet verified
102 io.github.YawLabs/ctxlint · io.github.YawLabs 54.06 7.0k - Measured, not yet verified
103 Google Maps MCP Server · io.github.cablate 54.00 856 413 Measured, not yet verified
104 io.github.webdriverio/mcp · io.github.webdriverio 53.90 2.6k 35 Measured, not yet verified
105 io.github.aplaceforallmystuff/mcp-arr · io.github.aplaceforallmystuff 53.88 1.1k 186 Measured, not yet verified
106 SAP HANA CLI · io.github.SAP-samples 53.72 1.3k 109 Measured, not yet verified
107 io.github.hypothesi/mcp-server-tauri · io.github.hypothesi 53.67 1.2k 277 Measured, not yet verified
108 Run402 · com.run402 53.52 4.2k 23 Measured, not yet verified
109 io.github.discourse/mcp · io.github.discourse 53.50 2.0k 68 Measured, not yet verified
110 io.github.mission69b/t2000 · io.github.mission69b 53.48 3.9k 23 Measured, not yet verified
111 Atomic Mail · io.github.Atomic-Mail 53.44 536 278 Measured, not yet verified
112 NotebookLM MCP · io.github.roomi-fields 53.44 869 145 Measured, not yet verified
113 Qase Test Management · io.qase 53.18 2.6k 31 Measured, not yet verified
114 io.github.JustasMonkev/mcp-accessibility-scanner · io.github.JustasMonkev 53.10 1.6k 56 Measured, not yet verified
115 io.github.Goldentrii/agent-recall · io.github.Goldentrii 53.04 465 362 Measured, not yet verified
116 MTG MCP Server · io.github.j4th 53.03 - 16 Measured, not yet verified
117 Claudexor · io.github.razzant 53.00 567 370 Measured, not yet verified
118 io.github.majiayu000/remem · io.github.majiayu000 53.00 3.5k 23 Measured, not yet verified
119 io.github.serkan-ozal/browser-devtools-mcp · io.github.serkan-ozal 52.90 5.2k - Measured, not yet verified
120 io.github.raullenchai/vnsh · io.github.raullenchai 52.87 880 152 Measured, not yet verified
121 Computer Use · io.github.domdomegg 52.70 536 341 Measured, not yet verified
122 Transloadit Media Processing · io.github.transloadit 52.70 979 73 Measured, not yet verified
123 Huly MCP · io.github.dearlordylord 52.64 1.3k 46 Measured, not yet verified
124 io.github.sinewaveai/agent-security-scanner-mcp · io.github.sinewaveai 52.60 1.1k 120 Measured, not yet verified
125 llmtrim · io.github.fkiene 52.57 896 194 Measured, not yet verified
126 Bitbucket MCP · io.github.MatanYemini 52.55 4.8k - Measured, not yet verified
127 io.github.b1ff/atlassian-dc-mcp-jira · io.github.b1ff 52.48 4.7k - Measured, not yet verified
128 io.github.oomkapwn/enquire-mcp · io.github.oomkapwn 52.40 2.4k 28 Measured, not yet verified
129 io.github.livetennisapi/livetennisapi-mcp · io.github.livetennisapi 52.38 366 214 Measured, not yet verified
130 io.github.Daghis/teamcity · io.github.Daghis 52.35 2.3k 27 Measured, not yet verified
131 DeepSeek MCP Server · io.github.DMontgomery40 52.29 1.8k 351 Measured, not yet verified
132 io.github.iseppo/e-arveldaja-mcp · io.github.iseppo 52.21 2.0k 30 Measured, not yet verified
133 io.github.samarthanalytics-sj/samarth-gtm-mcp · io.github.samarthanalytics-sj 51.98 11k 1 Measured, not yet verified
134 Help Scout MCP Server · io.github.drewburchfield 51.93 975 46 Measured, not yet verified
135 io.github.codeledgerECF/codeledger · io.github.codeledgerECF 51.92 3.5k 8 Measured, not yet verified
136 io.github.davidmosiah/google-health-mcp · io.github.davidmosiah 51.92 1.6k 36 Measured, not yet verified
137 Financial Modeling Prep MCP Server · io.github.imbenrabi 51.86 717 141 Measured, not yet verified
138 io.github.b1ff/atlassian-dc-mcp-confluence · io.github.b1ff 51.82 4.0k - Measured, not yet verified
139 io.github.Nekzus/npm-sentinel-mcp · io.github.Nekzus 51.82 4.0k - Measured, not yet verified
140 io.github.MobAI-App/mobai-mcp · io.github.MobAI-App 51.77 522 233 Measured, not yet verified
141 Lunch Money · io.github.akutishevsky 51.76 836 88 Measured, not yet verified
142 ai.adeu/adeu · ai.adeu 51.75 622 133 Measured, not yet verified
143 code-index · io.github.Regsorm 51.71 841 93 Measured, not yet verified
144 io.github.RLabs-Inc/gemini-mcp · io.github.RLabs-Inc 51.71 560 213 Measured, not yet verified
145 io.github.yokingma/one-search-mcp · io.github.yokingma 51.64 609 135 Measured, not yet verified
146 io.github.lennix1337/genexus · io.github.lennix1337 51.60 965 28 Measured, not yet verified
147 io.github.codegraph-ai/codegraph · io.github.codegraph-ai 51.57 1.5k 51 Measured, not yet verified
148 Metro MCP · io.github.steve228uk 51.39 1.2k 74 Measured, not yet verified
149 io.github.bekirdag/docdex · io.github.bekirdag 51.37 2.3k 17 Measured, not yet verified
150 io.github.atef-ataya/depwire · io.github.atef-ataya 51.36 1.3k 59 Measured, not yet verified
151 io.github.browserbase/mcp-server-browserbase · io.github.browserbase 51.30 3.5k - Measured, not yet verified
152 Discord MCP · io.github.cappyeo 51.20 2.4k 64 Measured, not yet verified
153 Opik MCP Server · io.github.comet-ml 51.18 348 216 Measured, not yet verified
154 io.github.JustinBeckwith/gongio-mcp · io.github.JustinBeckwith 51.11 1.1k 21 Measured, not yet verified
155 Mailtrap · io.mailtrap 51.09 724 62 Measured, not yet verified
156 io.github.pnp/cli-microsoft365-mcp-server · io.github.pnp 51.07 439 122 Measured, not yet verified
157 io.github.aibtcdev/mcp-server · io.github.aibtcdev 51.03 805 10 Measured, not yet verified
158 io.github.TickTockBent/charlotte · io.github.TickTockBent 50.96 401 171 Measured, not yet verified
159 Obsidian Hybrid Search · io.github.flowing-abyss 50.92 608 93 Measured, not yet verified
160 io.github.fr0ster/mcp-abap-adt · io.github.fr0ster 50.85 501 76 Measured, not yet verified
161 io.github.mybolide/mcp-probe-kit · io.github.mybolide 50.80 1.2k 35 Measured, not yet verified
162 io.github.isamu/mulmocast-vision · io.github.isamu 50.79 5.6k 0 Measured, not yet verified
163 io.github.jordanburke/reddit-mcp-server · io.github.jordanburke 50.78 482 215 Measured, not yet verified
164 io.github.littlebearapps/outlook-assistant · io.github.littlebearapps 50.77 781 32 Measured, not yet verified
165 io.github.dominik1001/caldav-mcp · io.github.dominik1001 50.71 396 96 Measured, not yet verified
166 ThumbGate · io.github.IgorGanapolsky 50.69 1.1k 24 Measured, not yet verified
167 DollhouseMCP · io.github.DollhouseMCP 50.65 684 38 Measured, not yet verified
168 io.github.variflight/variflight-mcp · io.github.variflight 50.63 4.8k 31 Measured, not yet verified
169 Funplay Cocos MCP · io.github.FunplayAI 50.61 414 144 Measured, not yet verified
170 io.github.HarimxChoi/google-surf-mcp · io.github.HarimxChoi 50.59 365 274 Measured, not yet verified
171 io.github.LeandroPG19/cuba-memorys · io.github.LeandroPG19 50.58 1.4k 26 Measured, not yet verified
172 io.github.ganapativs/microcharts · io.github.ganapativs 50.53 816 123 Measured, not yet verified
173 io.github.aborruso/ckan-mcp-server · io.github.aborruso 50.52 566 57 Measured, not yet verified
174 GitHits · com.githits 50.44 696 74 Measured, not yet verified
175 io.github.laf-rge/quickbooks-mcp · io.github.laf-rge 50.36 1.1k 10 Measured, not yet verified
176 Madar · io.github.mohanagy 50.36 1.1k 18 Measured, not yet verified
177 io.github.yuque/yuque-mcp · io.github.yuque 50.34 370 212 Measured, not yet verified
178 io.github.localstack/localstack-mcp-server · io.github.localstack 50.33 782 25 Measured, not yet verified
179 io.github.nikolausm/imap-mcp-server · io.github.nikolausm 50.33 348 70 Measured, not yet verified
180 Roslyn CodeLens · io.github.MarcelRoozekrans 50.31 637 41 Measured, not yet verified
181 Toon Memory · io.github.LuiggiVal08 50.30 3.2k 10 Measured, not yet verified
182 argot · io.github.get-tmonier 50.21 2.7k 15 Measured, not yet verified
183 io.github.Merit-Systems/agentcash · io.github.Merit-Systems 50.21 2.6k - Measured, not yet verified
184 Containerization Assist · io.github.Azure 50.20 560 41 Measured, not yet verified
185 io.github.dorukardahan/domain-search-mcp · io.github.dorukardahan 50.17 907 25 Measured, not yet verified
186 io.github.mikusnuz/meta-ads · io.github.mikusnuz 50.17 539 62 Measured, not yet verified
187 Vessel Browser · io.github.unmodeled-tyler 50.08 443 120 Measured, not yet verified
188 com.extentos/mcp-server · com.extentos 50.03 4.7k 2 Measured, not yet verified
189 CodeInspectus · io.github.Synvoya 49.98 718 36 Measured, not yet verified
190 io.github.shinpr/sub-agents-mcp · io.github.shinpr 49.98 386 93 Measured, not yet verified
191 Slack MCP Server · io.github.jtalk22 49.94 519 29 Measured, not yet verified
192 io.github.TranHoaiHung/figma-ui-mcp · io.github.TranHoaiHung 49.93 545 220 Measured, not yet verified
193 InsForge · io.github.InsForge 49.89 568 35 Measured, not yet verified
194 io.github.DavidFuchs/mcp-uptime-kuma · io.github.DavidFuchs 49.87 499 38 Measured, not yet verified
195 io.github.freema/mcp-jira-stdio · io.github.freema 49.87 1.0k 14 Measured, not yet verified
196 io.github.dynatrace-oss/dynatrace-managed-mcp · io.github.dynatrace-oss 49.80 674 26 Measured, not yet verified
197 io.github.oaslananka/easyeda-mcp-pro · io.github.oaslananka 49.79 725 27 Measured, not yet verified
198 io.github.blackwell-systems/agent-lsp · io.github.blackwell-systems 49.73 545 96 Measured, not yet verified
199 Paparats – Local Semantic Code Search MCP · io.github.IBazylchuk 49.73 1.9k 10 Measured, not yet verified
200 NVIDIA Elements · io.github.NVIDIA 49.72 634 32 Measured, not yet verified
201 com.vibgrate/ai-context · com.vibgrate 49.67 3.6k 3 Measured, not yet verified
202 io.github.mapbox/mcp-devkit-server · io.github.mapbox 49.61 492 59 Measured, not yet verified
203 io.github.umbraco/Umbraco-CMS-MCP-Dev · io.github.umbraco 49.61 770 39 Measured, not yet verified
204 io.github.b1ff/atlassian-dc-mcp-bitbucket · io.github.b1ff 49.59 2.2k - Measured, not yet verified
205 Wallet Portfolio Tracker API · io.github.Br0ski777 49.58 - 0 Measured, not yet verified
206 Infimium · io.github.aryankumar06 49.55 1.1k 20 Measured, not yet verified
207 io.github.Antonytm/mcp-sitecore-server · io.github.Antonytm 49.55 417 48 Measured, not yet verified
208 io.form/formio-uag · io.form 49.54 1.1k 12 Measured, not yet verified
209 io.github.jmeyer1980/neurodivergent-memory · io.github.jmeyer1980 49.54 1.1k 15 Measured, not yet verified
210 Shiplight · ai.shiplight 49.46 2.2k - Measured, not yet verified
211 NEAT · io.github.neat-technologies 49.43 1.2k 16 Measured, not yet verified
212 io.github.misterwigglesworth/easy-notion · io.github.misterwigglesworth 49.35 455 49 Measured, not yet verified
213 Godot MCP Runtime · io.github.Erodenn 49.32 638 52 Measured, not yet verified
214 Diff Checker API · io.github.Br0ski777 49.29 - 1 Measured, not yet verified
215 io.github.CakeRepository/1password · io.github.CakeRepository 49.29 853 19 Measured, not yet verified
216 Homespun · dev.homespun 49.25 4.9k 0 Measured, not yet verified
217 io.github.raymondchins/agentmap · io.github.raymondchins 49.23 448 45 Measured, not yet verified
218 Event Resolver API · io.github.Br0ski777 49.14 - 0 Measured, not yet verified
219 Social Profile Enrichment API · io.github.Br0ski777 49.14 - 0 Measured, not yet verified
220 Agoragentic Agent OS MCP · io.github.rhein1 49.12 640 26 Measured, not yet verified
221 io.github.ariekogan/ateam-mcp · io.github.ariekogan 49.11 2.3k 1 Measured, not yet verified
222 Bowmark · ai.bowmark 49.09 4.6k 0 Measured, not yet verified
223 Keyword Research API · io.github.Br0ski777 49.07 - 0 Measured, not yet verified
224 io.github.commet/argus-decision-mcp · io.github.commet 49.01 3.0k 2 Measured, not yet verified
225 Spacefast · io.github.spacefast 49.01 3.4k 2 Measured, not yet verified
226 NFT Metadata API · io.github.Br0ski777 48.99 - 0 Measured, not yet verified
227 io.github.spacecowboyian/brains · io.github.spacecowboyian 48.97 1.9k - Measured, not yet verified
228 io.github.priyankark/lighthouse-mcp · io.github.priyankark 48.94 598 200 Measured, not yet verified
229 DEX Swap Quotes API · io.github.Br0ski777 48.92 - 0 Measured, not yet verified
230 Hyperliquid Perp Market Data API · io.github.Br0ski777 48.91 - 0 Measured, not yet verified
231 io.github.philrox/ris · io.github.philrox 48.89 1.1k 13 Measured, not yet verified
232 Airdrop Checker API · io.github.Br0ski777 48.86 - 0 Measured, not yet verified
233 io.github.es617/obsidian-sync-mcp · io.github.es617 48.86 358 40 Measured, not yet verified
234 Ziggs · io.github.ZiggsAI 48.86 1.9k - Measured, not yet verified
235 Trust Score API · io.github.Br0ski777 48.84 - 0 Measured, not yet verified
236 Twitter Scraper API · io.github.Br0ski777 48.84 - 0 Measured, not yet verified
237 DNS Lookup API · io.github.Br0ski777 48.83 - 0 Measured, not yet verified
238 Workfile · io.github.illodev 48.80 2.8k 2 Measured, not yet verified
239 Jacobian · io.github.morluto 48.79 960 15 Measured, not yet verified
240 Stock Price API · io.github.Br0ski777 48.79 - 0 Measured, not yet verified
241 Token Holders API · io.github.Br0ski777 48.78 - 0 Measured, not yet verified
242 Address Validator API · io.github.Br0ski777 48.77 - 0 Measured, not yet verified
243 Agent402.Tools — pay-per-call web tools · io.github.MikeyPetrillo 48.76 615 8 Measured, not yet verified
244 io.github.heznpc/airmcp · io.github.heznpc 48.75 837 15 Measured, not yet verified
245 SSL Checker API · io.github.Br0ski777 48.74 - 0 Measured, not yet verified
246 io.github.aryamthecodebreaker/fixmap · io.github.aryamthecodebreaker 48.72 1.6k 5 Measured, not yet verified
247 Research Report API · io.github.Br0ski777 48.72 - 0 Measured, not yet verified
248 NowAIKit — ServiceNow MCP Server · io.github.aartiq 48.70 606 15 Measured, not yet verified
249 io.github.Harusame64/desktop-touch-mcp · io.github.Harusame64 48.68 1.3k 8 Measured, not yet verified
250 XRPL-Utilities · io.github.XRPL-Utilities 48.68 2.9k 0 Measured, not yet verified
251 Sentiment Analyzer API · io.github.Br0ski777 48.67 - 0 Measured, not yet verified
252 io.github.jordanlyall/wc26 · io.github.jordanlyall 48.64 403 35 Measured, not yet verified
253 Advanced GitLab MCP server · io.github.structured-world 48.63 1.2k 6 Measured, not yet verified
254 ENS Resolver API · io.github.Br0ski777 48.62 - 0 Measured, not yet verified
255 Web Scraper to Markdown API · io.github.Br0ski777 48.62 - 0 Measured, not yet verified
256 Text Classifier API · io.github.Br0ski777 48.61 - 0 Measured, not yet verified
257 IP Geolocation API · io.github.Br0ski777 48.60 - 0 Measured, not yet verified
258 Claude FAF · one.faf 48.59 518 21 Measured, not yet verified
259 Email Finder API · io.github.Br0ski777 48.59 - 0 Measured, not yet verified
260 io.github.davidmosiah/garminmcp · io.github.davidmosiah 48.59 1.1k 8 Measured, not yet verified
261 io.github.MCPServings/paper-mcp · io.github.MCPServings 48.58 - 0 Measured, not yet verified
262 Screenshot & PDF Capture API · io.github.Br0ski777 48.57 - 0 Measured, not yet verified
263 JWT Decoder API · io.github.Br0ski777 48.56 - 0 Measured, not yet verified
264 Color Palette Generator API · io.github.Br0ski777 48.54 - 0 Measured, not yet verified
265 Web Search API · io.github.Br0ski777 48.54 - 0 Measured, not yet verified
266 Currency Converter API · io.github.Br0ski777 48.52 - 0 Measured, not yet verified
267 HTTP Headers Analyzer API · io.github.Br0ski777 48.51 - 0 Measured, not yet verified
268 Prediction Markets API · io.github.Br0ski777 48.51 - 0 Measured, not yet verified
269 Crontab Generator API · io.github.Br0ski777 48.49 - 0 Measured, not yet verified
270 PubNub MCP Server · io.github.pubnub 48.48 474 32 Measured, not yet verified
271 Judges Panel · io.github.KevinRabun 48.47 2.1k 7 Measured, not yet verified
272 io.github.BurtTheCoder/virustotal · io.github.BurtTheCoder 48.46 516 141 Measured, not yet verified
273 io.github.n24q02m/better-email-mcp · io.github.n24q02m 48.46 351 28 Measured, not yet verified
274 Language Detector API · io.github.Br0ski777 48.46 - 0 Measured, not yet verified
275 Vaaya · ai.vaaya 48.45 563 34 Measured, not yet verified
276 HTML to Markdown API · io.github.Br0ski777 48.44 - 0 Measured, not yet verified
277 io.github.adelinamart/robrain · io.github.adelinamart 48.41 371 82 Measured, not yet verified
278 Password Strength Analyzer API · io.github.Br0ski777 48.41 - 0 Measured, not yet verified
279 AIquila — Nextcloud MCP Server · io.github.elgorro 48.40 462 28 Measured, not yet verified
280 io.github.houtini-ai/gemini · io.github.houtini-ai 48.40 536 28 Measured, not yet verified
281 Email Deliverability Audit API · io.github.Br0ski777 48.39 - 0 Measured, not yet verified
282 io.github.shaqmughal/seekstone · io.github.shaqmughal 48.38 904 19 Measured, not yet verified
283 Markdown to HTML API · io.github.Br0ski777 48.38 - 0 Measured, not yet verified
284 Crypto News Feed API · io.github.Br0ski777 48.36 - 0 Measured, not yet verified
285 DeFi Yield Finder API · io.github.Br0ski777 48.35 - 0 Measured, not yet verified
286 io.github.pooriaarab/vibeshare-live · io.github.pooriaarab 48.32 3.4k 0 Measured, not yet verified
287 Gas Estimator API · io.github.Br0ski777 48.31 - 0 Measured, not yet verified
288 io.github.arturogarrido/claudinho · io.github.arturogarrido 48.31 655 27 Measured, not yet verified
289 io.github.theUpsider/lsp-mcp · io.github.theUpsider 48.29 2.6k 2 Measured, not yet verified
290 OCR Text Extraction API · io.github.Br0ski777 48.29 - 0 Measured, not yet verified
291 Vector Search API · io.github.Br0ski777 48.29 - 0 Measured, not yet verified
292 PII Detector API · io.github.Br0ski777 48.27 - 0 Measured, not yet verified
293 io.getunleash/unleash-mcp · io.getunleash 48.23 519 20 Measured, not yet verified
294 CSV to JSON API · io.github.Br0ski777 48.22 - 0 Measured, not yet verified
295 Guardian Engine · dev.kaimeilabs 48.22 - 0 Measured, not yet verified
296 Wayback Machine · io.github.Mearman 48.21 424 41 Measured, not yet verified
297 io.github.browser-gateway/browser-gateway · io.github.browser-gateway 48.20 1.2k 6 Measured, not yet verified
298 io.github.tomyud1/godot-mcp · io.github.tomyud1 48.20 398 402 Measured, not yet verified
299 KiCad MCP Pro · io.github.oaslananka 48.13 359 43 Measured, not yet verified
300 Safe Docx · io.github.UseJunior 48.13 439 37 Measured, not yet verified
301 trvl · io.github.MikkoParkkola 48.12 379 56 Measured, not yet verified
302 io.github.chrischall/ofw-mcp · io.github.chrischall 48.10 983 6 Measured, not yet verified
303 io.github.TANTIOPE/datadog-mcp · io.github.TANTIOPE 48.09 911 5 Measured, not yet verified
304 SAP MCP Server · ai.oobeprotocol.sap.mcp 48.06 2.0k 3 Measured, not yet verified
305 QR Code Generator API · io.github.Br0ski777 48.05 - 0 Measured, not yet verified
306 @imqueue · org.imqueue 48.04 2.4k 1 Measured, not yet verified
307 BoondManager MCP Server · io.github.fauguste 48.03 355 18 Measured, not yet verified
308 io.github.kpanuragh/xdebug · io.github.kpanuragh 48.01 407 24 Measured, not yet verified
309 io.github.pooriaarab/vibedate · io.github.pooriaarab 47.99 3.2k 0 Measured, not yet verified
310 io.github.runapi-builder/runapi-mcp · io.github.runapi-builder 47.99 745 52 Measured, not yet verified
311 Text to Speech API · io.github.Br0ski777 47.97 - 0 Measured, not yet verified
312 Tap · io.github.LeonTing1010 47.95 1.2k 13 Measured, not yet verified
313 io.github.testdino-inc/testdino-mcp · io.github.testdino-inc 47.93 929 8 Measured, not yet verified
314 Token Price API · io.github.Br0ski777 47.91 - 0 Measured, not yet verified
315 Markdown Renderer API · io.github.Br0ski777 47.90 - 0 Measured, not yet verified
316 Patchloom · io.github.patchloom 47.90 995 8 Measured, not yet verified
317 Hash Generator API · io.github.Br0ski777 47.88 - 0 Measured, not yet verified
318 AlgoVault — Crypto Quant Trade Calls · io.github.AlgoVaultFi 47.85 754 5 Measured, not yet verified
319 Trackly CLI · io.github.trackly-app 47.85 2.2k 1 Measured, not yet verified
320 ControlKeel · io.github.aryaminus 47.84 1.2k 11 Measured, not yet verified
321 Uindow · io.github.uindow 47.84 1.4k 6 Measured, not yet verified
322 io.github.stefanoamorelli/fred-mcp-server · io.github.stefanoamorelli 47.83 400 112 Measured, not yet verified
323 Hera Agent Unity · io.github.NotNull92 47.81 517 21 Measured, not yet verified
324 io.github.davidmosiah/wellness-nourish · io.github.davidmosiah 47.81 709 8 Measured, not yet verified
325 io.github.fruggr/zendesk-mcp-server · io.github.fruggr 47.79 850 3 Measured, not yet verified
326 witness · io.github.IngTian 47.78 947 8 Measured, not yet verified
327 Agent360 Browser MCP · io.github.Agent360dk 47.77 407 25 Measured, not yet verified
328 Reelier · io.github.seldonframe 47.75 1.6k 1 Measured, not yet verified
329 io.github.2s-io/mcp · io.github.2s-io 47.72 1.3k 7 Measured, not yet verified
330 io.github.hifriendbot/agentwallet · io.github.hifriendbot 47.72 910 3 Measured, not yet verified
331 Mneme · io.github.patsa2561-art 47.71 1.4k 7 Measured, not yet verified
332 io.github.Zhao73/alphacouncil-agent · io.github.Zhao73 47.69 1.8k 2 Measured, not yet verified
333 1Claw Vault · io.github.1clawAI 47.68 990 2 Measured, not yet verified
334 io.github.davidmosiah/whoop-mcp · io.github.davidmosiah 47.66 781 8 Measured, not yet verified
335 Yahoo Finance · io.github.danishashko 47.66 570 16 Measured, not yet verified
336 app.scfcontrolsplatform/mcp-server-scf · app.scfcontrolsplatform 47.64 2.0k 2 Measured, not yet verified
337 Infrawise · io.github.Sidd27 47.63 697 19 Measured, not yet verified
338 io.github.chrischall/zola-mcp · io.github.chrischall 47.63 997 3 Measured, not yet verified
339 PAPI: Persistent Adaptive Project Intelligence · io.github.getpapi 47.63 1.3k 6 Measured, not yet verified
340 io.github.BenAHammond/code-auditor-mcp · io.github.BenAHammond 47.62 957 7 Measured, not yet verified
341 State Memory MCP · io.github.putervision 47.57 908 18 Measured, not yet verified
342 Frappe Inspector · io.github.Belius303 47.56 1.3k - Measured, not yet verified
343 Local Memory · io.github.studiomeyer-io 47.53 480 11 Measured, not yet verified
344 Mobile Device MCP · io.github.srmorete 47.53 517 39 Measured, not yet verified
345 Scholar Feed · io.github.YGao2005 47.48 657 10 Measured, not yet verified
346 Òtítọ́ · io.github.BASHBOP 47.42 1.9k 1 Measured, not yet verified
347 io.github.shipmail-to/shipmail-mcp · io.github.shipmail-to 47.41 1.9k 1 Measured, not yet verified
348 io.github.gzlo/rise-mcp · io.github.gzlo 47.37 1.3k - Measured, not yet verified
349 Agent Comms · io.github.ExaDev 47.35 459 13 Measured, not yet verified
350 io.github.aaronsb/google-workspace · io.github.aaronsb 47.33 1.3k - Measured, not yet verified
351 coldstart · io.github.AkashGoenka 47.32 1.2k 6 Measured, not yet verified
352 io.github.Jarroslav/agentic-os · io.github.Jarroslav 47.32 1.3k - Measured, not yet verified
353 io.github.uarlouski/testrail-mcp-server · io.github.uarlouski 47.29 364 28 Measured, not yet verified
354 SAGE Wrapper · io.github.PsYcGoD 47.27 418 10 Measured, not yet verified
355 Ara — audits d'accessibilité RGAA · io.github.DavidPivert 47.26 1.7k 2 Measured, not yet verified
356 Substack MCP Server · io.github.conorbronsdon 47.26 382 16 Measured, not yet verified
357 io.github.MarcelRoozekrans/memorylens-mcp · io.github.MarcelRoozekrans 47.25 641 9 Measured, not yet verified
358 JustHandled Agent Utility Gateway · io.github.justhandledlabs 47.20 2.3k 0 Measured, not yet verified
359 io.github.akoskomuves/appstoreconnect-mcp · io.github.akoskomuves 47.18 773 5 Measured, not yet verified
360 Callosium · io.github.callosium 47.17 1.7k 1 Measured, not yet verified
361 io.github.YawLabs/postgres-mcp · io.github.YawLabs 47.15 1.2k - Measured, not yet verified
362 Scavio · io.github.scavio-ai 47.15 808 6 Measured, not yet verified
363 io.github.maxkle1nz/m1nd · io.github.maxkle1nz 47.07 351 21 Measured, not yet verified
364 io.github.byPawel/tachibot-mcp · io.github.byPawel 47.05 390 15 Measured, not yet verified
365 DERO MCP Server · io.github.DHEBP 47.02 881 2 Measured, not yet verified
366 io.github.openenterprise-info/oe-mcp · io.github.openenterprise-info 46.99 2.0k 0 Measured, not yet verified
367 io.github.davidmosiah/polarmcp · io.github.davidmosiah 46.97 769 3 Measured, not yet verified
368 GEML — a plain-text document format built to be edited in place, one section at a time · io.github.geml-spec 46.96 1.2k 1 Measured, not yet verified
369 com.savvly/savvly · com.savvly 46.94 1.4k 2 Measured, not yet verified
370 io.github.uditk2/review-assist-mcp · io.github.uditk2 46.93 1.6k 1 Measured, not yet verified
371 io.form/formio-mcp · io.form 46.88 537 6 Measured, not yet verified
372 com.files/python-mcp · com.files 46.87 - 2 Measured, not yet verified
373 SPARDA · io.github.zyx77550 46.84 859 4 Measured, not yet verified
374 Image Reader MCP · io.github.SylphxAI 46.81 1.3k 2 Measured, not yet verified
375 io.github.DanielBlomma/cortex · io.github.DanielBlomma 46.81 507 17 Measured, not yet verified
376 io.github.frsorrentino/chrome-bridge · io.github.frsorrentino 46.79 1.5k 1 Measured, not yet verified
377 io.github.letoribo/mcp-graphql-enhanced · io.github.letoribo 46.76 1.3k 2 Measured, not yet verified
378 com.fidacy/ai-agent-firewall · com.fidacy 46.68 1.5k 1 Measured, not yet verified
379 io.github.gregario/warhammer-oracle · io.github.gregario 46.66 512 8 Measured, not yet verified
380 com.apideck/mcp · com.apideck 46.65 373 15 Measured, not yet verified
381 Microsoft Fabric MCP Server · com.microsoft 46.63 1.1k - Measured, not yet verified
382 Funplay Godot MCP · io.github.FunplayAI 46.61 358 26 Measured, not yet verified
383 Agentic Mermaid · io.github.adewale 46.60 562 24 Measured, not yet verified
384 io.github.pijusz/mcp-gsc · io.github.pijusz 46.59 1.1k 1 Measured, not yet verified
385 com.socialneuron/mcp-server · com.socialneuron 46.56 976 4 Measured, not yet verified
386 online.clipy/mcp · online.clipy 46.56 822 3 Measured, not yet verified
387 io.github.telleroutlook/mcp-server · io.github.telleroutlook 46.53 906 5 Measured, not yet verified
388 Amicus · io.github.BourbonDog 46.52 1.7k 0 Measured, not yet verified
389 Sapiens Sintéticos · com.sapiensinteticos 46.52 1.6k 1 Measured, not yet verified
390 io.github.getmarrow/marrow · io.github.getmarrow 46.50 953 4 Measured, not yet verified
391 Frihet ERP · io.frihet 46.48 548 9 Measured, not yet verified
392 com.kage-core/kage · com.kage-core 46.45 392 32 Measured, not yet verified
393 io.github.Eilodon/calm-mcp · io.github.Eilodon 46.44 457 15 Measured, not yet verified
394 io.github.Sowiedu/edict · io.github.Sowiedu 46.44 485 8 Measured, not yet verified
395 Steam MCP Server · io.github.Grinv 46.43 972 4 Measured, not yet verified
396 DomainKits · io.github.ABTdomain 46.37 846 6 Measured, not yet verified
397 io.github.taehyeonglim/korean-elementary-learning-map-mcp · io.github.taehyeonglim 46.37 346 10 Measured, not yet verified
398 io.github.paradoxsyn/rivemcp · io.github.paradoxsyn 46.33 1.6k 0 Measured, not yet verified
399 dark-memory-mcp · io.github.Opita-Code 46.32 1.6k 0 Measured, not yet verified
400 io.github.tunglt1810/figma-mcp-go · io.github.tunglt1810 46.31 419 5 Measured, not yet verified
401 io.github.useotterkit/otterkit · io.github.useotterkit 46.31 1.6k 0 Measured, not yet verified
402 io.github.configcat/mcp-server · io.github.configcat 46.28 381 17 Measured, not yet verified
403 io.github.florentine-ai/mcp · io.github.florentine-ai 46.27 5.1k 6 Measured, not yet verified
404 io.github.claymore666/ccu-mcp · io.github.claymore666 46.25 568 6 Measured, not yet verified
405 io.github.drjerryrelth/ghl-command · io.github.drjerryrelth 46.25 1.4k 1 Measured, not yet verified
406 io.github.felixAnhalt/Figma-Context-MCP · io.github.felixAnhalt 46.22 1.0k 4 Measured, not yet verified
407 io.github.hampsterx/claude-mcp-bridge · io.github.hampsterx 46.22 470 6 Measured, not yet verified
408 io.github.Octen-Team/octen-mcp · io.github.Octen-Team 46.17 449 14 Measured, not yet verified
409 kcp-agent — KCP navigation planner · no.cantara 46.17 1.5k 0 Measured, not yet verified
410 Smart Reader MCP · io.github.SylphxAI 46.16 1.5k 0 Measured, not yet verified
411 Video Reader MCP · io.github.SylphxAI 46.15 998 2 Measured, not yet verified
412 io.github.Bayway/janusmcp · io.github.Bayway 46.14 649 9 Measured, not yet verified
413 io.github.Edward-CH-Wang/fondue-city-mcp · io.github.Edward-CH-Wang 46.14 932 - Measured, not yet verified
414 io.github.pofky/asc-mcp · io.github.pofky 46.14 1.5k 0 Measured, not yet verified
415 Weather Data MCP Server · io.github.dgahagan 46.14 932 - Measured, not yet verified
416 io.github.davidmosiah/withingsmcp · io.github.davidmosiah 46.12 680 3 Measured, not yet verified
417 io.github.JoernBerkefeld/mcp-server-sfmc · io.github.JoernBerkefeld 46.12 770 5 Measured, not yet verified
418 Weavatrix · io.github.sergii-ziborov 46.12 891 3 Measured, not yet verified
419 open-compute (computer-use) · io.github.lukisch 46.08 1.2k 1 Measured, not yet verified
420 GoodMemory · io.github.hjqcan 46.06 393 16 Measured, not yet verified
421 Paydirt · io.github.Paydirt-AI 46.03 1.5k 0 Measured, not yet verified
422 prodlint · io.github.prodlint 46.03 395 15 Measured, not yet verified
423 io.github.extensiondev/mcp · io.github.extensiondev 46.00 1.1k 1 Measured, not yet verified
424 io.github.caelum29/calibre-mcp · io.github.caelum29 45.97 407 7 Measured, not yet verified
425 Kiwoom Securities MCP Server · io.github.ChunSam 45.97 1.1k 1 Measured, not yet verified
426 Google Workspace · io.github.mindstone 45.96 891 - Measured, not yet verified
427 kcp-harness — KCP compliance proxy · no.cantara 45.96 1.0k 0 Measured, not yet verified
428 io.github.vkhanhqui/figma-mcp-go · io.github.vkhanhqui 45.95 888 - Measured, not yet verified
429 com.donnyautomation/dex-data · com.donnyautomation 45.92 1.3k 0 Measured, not yet verified
430 kogiQA MCP Web Browser · com.atagon 45.91 879 - Measured, not yet verified
431 Sendinel · ai.sendinel 45.85 865 - Measured, not yet verified
432 mdedit.ai · io.github.mangoappstudio 45.84 863 - Measured, not yet verified
433 Gateco · ai.gateco 45.83 - 0 Measured, not yet verified
434 Raven · ai.ravenmcp 45.82 790 3 Measured, not yet verified
435 Kiprio MCP Server · com.kiprio 45.77 - 0 Measured, not yet verified
436 Identity Forge · io.identityforge 45.76 1.3k 0 Measured, not yet verified
437 io.github.cammac-creator/ibanforge · io.github.cammac-creator 45.76 423 3 Measured, not yet verified
438 DroidAgentKit · io.github.iVamsi 45.72 868 2 Measured, not yet verified
439 Paybond MCP Server · io.github.nonameuserd 45.70 978 1 Measured, not yet verified
440 io.github.yokingma/time-mcp · io.github.yokingma 45.68 1.7k 69 Measured, not yet verified
441 io.github.diagrammo/dgmo-mcp · io.github.diagrammo 45.67 745 3 Measured, not yet verified
442 DocGuard · io.github.raccioly 45.66 408 23 Measured, not yet verified
443 com.pulsemcp/slack · com.pulsemcp 45.60 813 - Measured, not yet verified
444 io.github.lazyants/hetzner · io.github.lazyants 45.59 415 4 Measured, not yet verified
445 io.github.parseablehq/parseable-mcp-server · io.github.parseablehq 45.58 920 1 Measured, not yet verified
446 Spot Advanced Swap Orders · io.github.orbs-network 45.58 472 2 Measured, not yet verified
447 bisibility · com.bisibility 45.57 917 1 Measured, not yet verified
448 io.github.pijusz/mcp-gads · io.github.pijusz 45.56 957 1 Measured, not yet verified
449 io.github.kitepon-rgb/aiterm-mcp · io.github.kitepon-rgb 45.55 788 2 Measured, not yet verified
450 io.github.chrischall/gemini-mcp · io.github.chrischall 45.54 1.2k 0 Measured, not yet verified
451 io.github.paivapiovesan/next-finance · io.github.paivapiovesan 45.53 798 - Measured, not yet verified
452 io.github.ThoTischner/observability-mcp · io.github.ThoTischner 45.53 429 6 Measured, not yet verified
453 Visual Memory MCP · io.github.putervision 45.51 894 1 Measured, not yet verified
454 io.fluf/mcp · io.fluf 45.47 894 1 Measured, not yet verified
455 Scholar Sidekick · io.github.mlava 45.47 577 7 Measured, not yet verified
456 FreightUtils MCP Server · io.github.SoapyRED 45.46 635 4 Measured, not yet verified
457 io.github.morinokami/astro-mcp · io.github.morinokami 45.46 888 59 Measured, not yet verified
458 wcagc — accessibility scanning · io.github.WCAG-Compliance 45.46 1.1k 0 Measured, not yet verified
459 io.github.davidmosiah/strava-mcp · io.github.davidmosiah 45.45 782 2 Measured, not yet verified
460 io.github.ai-hub-open/yandex-direct-mcp · io.github.ai-hub-open 45.44 435 6 Measured, not yet verified
461 io.nestr/mcp · io.nestr 45.44 437 5 Measured, not yet verified
462 io.github.chrischall/kiaaccess-mcp · io.github.chrischall 45.43 1.1k 0 Measured, not yet verified
463 Haptic Paper · com.hapticpaper 45.42 775 - Measured, not yet verified
464 pepita · dev.pepita.mcp 45.42 1.1k 0 Measured, not yet verified
465 dev.forgesworn/bray · dev.forgesworn 45.40 1.1k 0 Measured, not yet verified
466 io.github.davidmosiah/fitbitmcp · io.github.davidmosiah 45.40 884 1 Measured, not yet verified
467 io.github.davidmosiah/samsung-health-mcp · io.github.davidmosiah 45.39 372 8 Measured, not yet verified
468 Affiliate Networks MCP · ai.agenticaffiliate 45.38 427 5 Measured, not yet verified
469 io.github.dumbspacecookie/stickies · io.github.dumbspacecookie 45.36 845 1 Measured, not yet verified
470 Microsoft Teams API · io.github.Maxim-Mazurok 45.36 431 3 Measured, not yet verified
471 quantakrypto pqc-tools · io.github.quantakrypto 45.36 511 9 Measured, not yet verified
472 io.github.antics-gg/antics-mcp · io.github.antics-gg 45.34 723 4 Measured, not yet verified
473 io.github.leejpsd/nextjs-cache-handler-mcp · io.github.leejpsd 45.34 420 5 Measured, not yet verified
474 ShipStatic · com.shipstatic 45.33 468 5 Measured, not yet verified
475 io.github.nyuchi/mzizi-mcp · io.github.nyuchi 45.32 757 - Measured, not yet verified
476 What's Loaded · io.github.stcmain 45.30 1.1k 0 Measured, not yet verified
477 What's Inherited · io.github.stcmain 45.28 1.0k 0 Measured, not yet verified
478 Axis · dev.useaxis 45.25 518 2 Measured, not yet verified
479 io.github.abhiyoheswaran1/projscan · io.github.abhiyoheswaran1 45.24 730 4 Measured, not yet verified
480 Aether Wealth · ai.aetherwealth 45.23 740 - Measured, not yet verified
481 com.blockventurechaincapital/bvcc-agent-wallet · com.blockventurechaincapital 45.22 545 2 Measured, not yet verified
482 io.github.senoff/xlsx-for-ai · io.github.senoff 45.22 598 5 Measured, not yet verified
483 What's Running · io.github.stcmain 45.21 1.0k 0 Measured, not yet verified
484 io.github.rapozoantonio/memorykit · io.github.rapozoantonio 45.19 436 4 Measured, not yet verified
485 TMDB MCP Server · io.github.Grinv 45.19 660 3 Measured, not yet verified
486 AniList MCP Server · io.github.Grinv 45.17 822 1 Measured, not yet verified
487 ellmos CodeCommander · io.github.ellmos-ai 45.16 612 3 Measured, not yet verified
488 io.github.warpfreight/warp-agent-mcp · io.github.warpfreight 45.15 480 3 Measured, not yet verified
489 PlayByKey Music Theory · com.playbykey 45.13 784 1 Measured, not yet verified
490 Packwright MCP · io.github.rithwikbabu 45.12 1.0k 0 Measured, not yet verified
491 Brandsystem MCP — Brand Guidelines for AI · io.github.Brandcode-Studio 45.11 419 10 Measured, not yet verified
492 io.github.rm-rf-prod/groundtruth · io.github.rm-rf-prod 45.11 519 5 Measured, not yet verified
493 MAL MCP Server · io.github.Grinv 45.11 696 2 Measured, not yet verified
494 io.github.sunsiyuan/human-survey · io.github.sunsiyuan 45.09 782 1 Measured, not yet verified
495 ExactPDF · com.exactpdf 45.08 712 - Measured, not yet verified
496 io.github.trippyogi/gitworthy · io.github.trippyogi 45.08 757 1 Measured, not yet verified
497 Contentrain · io.github.Contentrain 45.07 592 4 Measured, not yet verified
498 Hermoso · io.github.hermoso-ai 45.07 960 0 Measured, not yet verified
499 Stata MCP Server · io.github.aliveranme 45.06 972 0 Measured, not yet verified
500 codebase-synapse · io.github.iwiels 45.05 646 2 Measured, not yet verified

Cataloged, outside the ranking

Data completeness for this snapshot

Per-signal probe outcomes; a signal voided for the snapshot contributes to no row's score. Full raw data: /metrics/2026-08-04.md.

How to read this list

The Adoption Index is versioned (currently v1) and its formula, weights, normalization, and known limitations are published at /adoption-index. Every measurement behind every rank carries the exact API URL it came from and the date it was fetched; the raw snapshot is machine-readable and every rank is recomputable from it. Spec-revision verification for the current revision (2026-07-28) is tracked separately on the tracker.