# MCP server directory

Browse 16214 MCP servers across 22 categories; 5909 are alive, with public liveness and handshake checks.

## Categories

| category | servers | alive |
|---|---:|---:|
| [ai-ml](https://labs.lubbee.net/mcp-landscape/category/ai-ml/) | 2437 | 1266 |
| [browser-automation](https://labs.lubbee.net/mcp-landscape/category/browser-automation/) | 250 | 185 |
| [ci-cd](https://labs.lubbee.net/mcp-landscape/category/ci-cd/) | 83 | 46 |
| [cloud-infra](https://labs.lubbee.net/mcp-landscape/category/cloud-infra/) | 212 | 128 |
| [commerce-retail](https://labs.lubbee.net/mcp-landscape/category/commerce-retail/) | 1190 | 380 |
| [communication](https://labs.lubbee.net/mcp-landscape/category/communication/) | 414 | 212 |
| [crm-sales](https://labs.lubbee.net/mcp-landscape/category/crm-sales/) | 196 | 87 |
| [data-analytics](https://labs.lubbee.net/mcp-landscape/category/data-analytics/) | 584 | 144 |
| [databases](https://labs.lubbee.net/mcp-landscape/category/databases/) | 198 | 97 |
| [dev-tools](https://labs.lubbee.net/mcp-landscape/category/dev-tools/) | 1495 | 910 |
| [file-storage](https://labs.lubbee.net/mcp-landscape/category/file-storage/) | 158 | 85 |
| [finance-payments](https://labs.lubbee.net/mcp-landscape/category/finance-payments/) | 1307 | 544 |
| [geo-weather](https://labs.lubbee.net/mcp-landscape/category/geo-weather/) | 311 | 117 |
| [health-science](https://labs.lubbee.net/mcp-landscape/category/health-science/) | 234 | 97 |
| [legal-compliance](https://labs.lubbee.net/mcp-landscape/category/legal-compliance/) | 567 | 133 |
| [media-design](https://labs.lubbee.net/mcp-landscape/category/media-design/) | 530 | 275 |
| [observability](https://labs.lubbee.net/mcp-landscape/category/observability/) | 158 | 79 |
| [other](https://labs.lubbee.net/mcp-landscape/category/other/) | 3710 | 152 |
| [productivity](https://labs.lubbee.net/mcp-landscape/category/productivity/) | 1083 | 400 |
| [security](https://labs.lubbee.net/mcp-landscape/category/security/) | 567 | 327 |
| [version-control](https://labs.lubbee.net/mcp-landscape/category/version-control/) | 61 | 39 |
| [web-search](https://labs.lubbee.net/mcp-landscape/category/web-search/) | 469 | 206 |

## 50 most recently checked

- [com.gallandigital/marketplace](https://labs.lubbee.net/mcp-landscape/servers/zwingett--gallandigital-marketplace/): 2026-09-07T19:02:29Z
- [io.github.zezeron/tweetsave-mcp](https://labs.lubbee.net/mcp-landscape/servers/zezeron--tweetsave-mcp/): 2026-09-07T19:02:27Z
- [Conductor Relay MCP](https://labs.lubbee.net/mcp-landscape/servers/zman504--conductor-relay-mcp/): 2026-09-07T19:02:26Z
- [Graneth](https://labs.lubbee.net/mcp-landscape/servers/zubovartemiy--graneth-mcp/): 2026-09-07T19:02:26Z
- [OriginGrid](https://labs.lubbee.net/mcp-landscape/servers/zhijac--origingrid/): 2026-09-07T19:02:25Z
- [Zvid](https://labs.lubbee.net/mcp-landscape/servers/zvid-io--zvid-mcp/): 2026-09-07T19:02:25Z
- [com.zype.mcp/server](https://labs.lubbee.net/mcp-landscape/servers/zype--zype-mcp/): 2026-09-07T19:02:25Z
- [ai.odei/connect](https://labs.lubbee.net/mcp-landscape/servers/zer0h1ro--odei/): 2026-09-07T19:02:24Z
- [Wallet Doctor x402](https://labs.lubbee.net/mcp-landscape/servers/zikriz--ai-wallet-mcp/): 2026-09-07T19:02:24Z
- [Teno Store](https://labs.lubbee.net/mcp-landscape/servers/zoubirabde9a--marketplace-app/): 2026-09-07T19:02:24Z
- [io.github.Zuga-luga/Zugabot](https://labs.lubbee.net/mcp-landscape/servers/zuga-technologies--zugabot/): 2026-09-07T19:02:24Z
- [BoardBrief AI](https://labs.lubbee.net/mcp-landscape/servers/zwingett--boardbriefai/): 2026-09-07T19:02:24Z
- [VoltPlan Wiring Diagrams](https://labs.lubbee.net/mcp-landscape/servers/yuzu-hub--wiring-diagram-mcp/): 2026-09-07T19:02:23Z
- [ClawAgent](https://labs.lubbee.net/mcp-landscape/servers/zaq2989--clawagent/): 2026-09-07T19:02:23Z
- [LLM Hosting Pricing](https://labs.lubbee.net/mcp-landscape/servers/zayedalmansoori--llmhosting-ai/): 2026-09-07T19:02:22Z
- [ai.smithery/zhaoganghao-hellomcp](https://labs.lubbee.net/mcp-landscape/servers/zhaoganghao--hellomcp/): 2026-09-07T19:02:22Z
- [Ziggs](https://labs.lubbee.net/mcp-landscape/servers/ziggsai--agentplus/): 2026-09-07T19:02:22Z
- [Wallet Doctor](https://labs.lubbee.net/mcp-landscape/servers/zikriz--wallet-doctor-sdk/): 2026-09-07T19:02:22Z
- [Thisispaper](https://labs.lubbee.net/mcp-landscape/servers/zaxarovcom--thisispaper-mcp/): 2026-09-07T19:02:21Z
- [ai.smithery/zeta-chain-cli](https://labs.lubbee.net/mcp-landscape/servers/zeta-chain--cli/): 2026-09-07T19:02:21Z
- [io.github.zcag/tela](https://labs.lubbee.net/mcp-landscape/servers/zcag--tela/): 2026-09-07T19:02:20Z
- [Pantry Persona](https://labs.lubbee.net/mcp-landscape/servers/zen-design-solutions-prod--pantry-persona-app/): 2026-09-07T19:02:20Z
- [io.github.ZenRows/zenrows-mcp](https://labs.lubbee.net/mcp-landscape/servers/zenrows--zenrows-mcp/): 2026-09-07T19:02:20Z
- [ZeroSettle](https://labs.lubbee.net/mcp-landscape/servers/zerosettle--zerosettle-mcp/): 2026-09-07T19:02:20Z
- [com.wearmu/mu](https://labs.lubbee.net/mcp-landscape/servers/yukihamada--mu-mcp/): 2026-09-07T19:02:19Z
- [xyz.urbanplayground/events](https://labs.lubbee.net/mcp-landscape/servers/zakkrevitt--eventchat/): 2026-09-07T19:02:19Z
- [io.robells/robells](https://labs.lubbee.net/mcp-landscape/servers/yu1586--robells/): 2026-09-07T19:02:18Z
- [HVTracker MCP](https://labs.lubbee.net/mcp-landscape/servers/yugantm--hvtracker-mcp/): 2026-09-07T19:02:18Z
- [io.github.Yuikij/mcp-turtle-noir](https://labs.lubbee.net/mcp-landscape/servers/yuikij--mcp-turtle-noir/): 2026-09-07T19:02:18Z
- [app.sprkly/sprkly](https://labs.lubbee.net/mcp-landscape/servers/your-gh-username--sprkly-mcp/): 2026-09-07T19:02:17Z
- [io.github.YS-projectcalc/agent-cold-email](https://labs.lubbee.net/mcp-landscape/servers/ys-projectcalc--agent-cold-email/): 2026-09-07T19:02:17Z
- [Korean University Disclosure Indicators (대학알리미)](https://labs.lubbee.net/mcp-landscape/servers/yousunjung84-edu--academyinfo-mcp/): 2026-09-07T19:02:16Z
- [com.asksakina/islamic-knowledge](https://labs.lubbee.net/mcp-landscape/servers/yserrag--sakina-v3/): 2026-09-07T19:02:16Z
- [ShipDapp](https://labs.lubbee.net/mcp-landscape/servers/yash1ts--shipdapp/): 2026-09-07T19:02:15Z
- [agent-manager.dev documentation](https://labs.lubbee.net/mcp-landscape/servers/yoanwai--agent-manager-site/): 2026-09-07T19:02:15Z
- [ai.cobbles/cobbles](https://labs.lubbee.net/mcp-landscape/servers/yu1586--cobbles/): 2026-09-07T19:02:15Z
- [Synapze — Financial Intermediary MCP](https://labs.lubbee.net/mcp-landscape/servers/ycdvll--synapze-mcp/): 2026-09-07T19:02:14Z
- [Scholar Feed](https://labs.lubbee.net/mcp-landscape/servers/ygao2005--scholar-feed-mcp/): 2026-09-07T19:02:14Z
- [Servd Agentic Ordering](https://labs.lubbee.net/mcp-landscape/servers/yh919--servd/): 2026-09-07T19:02:14Z
- [io.github.YokuApp/mcp-server](https://labs.lubbee.net/mcp-landscape/servers/yokuapp--mcp-server/): 2026-09-07T19:02:14Z
- [You.com Web Access & AI](https://labs.lubbee.net/mcp-landscape/servers/youdotcom-oss--dx-toolkit/): 2026-09-07T19:02:14Z
- [Yolfi Payments MCP](https://labs.lubbee.net/mcp-landscape/servers/yolfinance--yolfi-agent/): 2026-09-07T19:02:13Z
- [XMemo](https://labs.lubbee.net/mcp-landscape/servers/yonro--memory-os-cli/): 2026-09-07T19:02:13Z
- [lavela](https://labs.lubbee.net/mcp-landscape/servers/ym2629--launchops/): 2026-09-07T19:02:12Z
- [com.joinnod/mcp](https://labs.lubbee.net/mcp-landscape/servers/yoannarz--nod-mcp/): 2026-09-07T19:02:12Z
- [io.github.yaotsakpo/ledgerfc](https://labs.lubbee.net/mcp-landscape/servers/yaotsakpo--ledgerfc-mcp/): 2026-09-07T19:02:11Z
- [NVIDIA NemoClaw CKG](https://labs.lubbee.net/mcp-landscape/servers/yarmoluk--ckg-nvidia-nemoclaw/): 2026-09-07T19:02:11Z
- [Avalanche AVAX MCP](https://labs.lubbee.net/mcp-landscape/servers/yassirboudda--avalanche-mcp-vscode/): 2026-09-07T19:02:11Z
- [PkgSeek Linux Intelligence](https://labs.lubbee.net/mcp-landscape/servers/yeagoo--pkgseek/): 2026-09-07T19:02:11Z
- [Citybook](https://labs.lubbee.net/mcp-landscape/servers/yeunge-pawlo--citybook/): 2026-09-07T19:02:11Z

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