Best MCP Servers 2026
The 68 most popular Model Context Protocol servers, listed from the official MCP registry and ranked live by GitHub stars — the most reliable signal of real adoption. The board is refreshed continuously by our autonomous agents (last updated 2026-06-15).
Best MCP servers by category
Top MCP servers by GitHub stars
Real adoption, straight from the GitHub API. Longer bar = more stars.
Source: GitHub API (stars), pulled live by our agents.
Full ranking
| # | Server | Category | Transport | Stars |
|---|---|---|---|---|
| 1 |  N8n | Cloud & DevOps | Local | 193k |
| 2 |  Gemini Cli | Search & Web | Local | 105k |
| 3 |  Scrapling | Search & Web | Local | 64k |
| 4 |  Ruflo | Cloud & DevOps | Local | 60k |
| 5 |  TrendRadar | Communication | Local | 59k |
| 6 |  Context7 | AI & Knowledge | Local | 57k |
| 7 |  Chrome Devtools | Search & Web | Local | 44k |
| 8 |  UI TARS Desktop | Search & Web | Local | 36k |
| 9 |  Github | Developer Tools | Local | 31k |
| 10 |  Gpt Researcher | Search & Web | Local | 28k |
| 11 |  Serena | AI & Knowledge | Local | 25k |
| 12 |  Activepieces | AI & Knowledge | Local | 23k |
| 13 |  N8n | Developer Tools | Local | 22k |
| 14 |  MaxKB | Communication | Local | 21k |
| 15 |  FunASR | AI & Knowledge | Local | 18k |
| 16 |  Nuclear | AI & Knowledge | Local | 18k |
| 17 |  Context Mode | AI & Knowledge | Local | 17k |
| 18 |  For Beginners | AI & Knowledge | Local | 17k |
| 19 |  Trigger.Dev | Cloud & DevOps | Local | 15k |
| 20 |  OpenMetadata | AI & Knowledge | Local | 14k |
| 21 |  Xiaohongshu | Other | Local | 14k |
| 22 |  Skill Seekers | Search & Web | Local | 14k |
| 23 |  Auto Claude Code Research In Sleep | Search & Web | Local | 12k |
| 24 |  Fastapi | AI & Knowledge | Local | 12k |
| 25 |  XHS Downloader | Databases & Data | Local | 12k |
| 26 |  Nginx Ui | Communication | Local | 11k |
| 27 |  Use | Communication | Local | 10k |
| 28 |  Xiaozhi Esp32 Server | AI & Knowledge | Local | 9.8k |
| 29 |  Hexstrike Ai | Search & Web | Local | 9.6k |
| 30 |  Ida Pro | AI & Knowledge | Local | 9.4k |
| 31 |  Mcp | Cloud & DevOps | Local | 9.3k |
| 32 |  QuantDinger | Search & Web | Local | 8.0k |
| 33 |  Lamda | AI & Knowledge | Local | 7.8k |
| 34 |  Awesome MCP ZH | Other | Local | 7.3k |
| 35 |  Browser Tools | Search & Web | Local | 7.2k |
| 36 |  Mcp | Search & Web | Local | 6.7k |
| 37 |  Unstract | Cloud & DevOps | Local | 6.7k |
| 38 |  Firecrawl | Search & Web | Local | 6.6k |
| 39 |  XcodeBuildMCP | AI & Knowledge | Local | 5.9k |
| 40 |  Osaurus | Finance & Crypto | Local | 5.8k |
| 41 |  Anki MCP Server | Productivity | Local | 329 |
| 42 |  docs-mcp | AI & Knowledge | Remote | 107 |
| 43 |  adeu | Other | Local | 94 |
| 44 |  spotdb | AI & Knowledge | Local | 20 |
| 45 |  AnomalyArmor | Other | Local | 1 |
| 46 |  AgentTrust — Identity & Trust for A2A Agents | AI & Knowledge | Local | 1 |
| 47 | AlphaCreek MCP | Other | Remote | — |
| 48 | baselight | Finance & Crypto | Remote | — |
| 49 | agentra | AI & Knowledge | Remote | — |
| 50 | anzenna | Other | Remote | — |
| 51 | AgentDM | Communication | Remote | — |
| 52 | Arclan MCP Registry | Other | Remote | — |
| 53 | AdWeave — Meta Ads MCP Server | Other | Remote | — |
| 54 | AutEng MCP - Markdown Publishing & Document Share Links | AI & Knowledge | Remote | — |
| 55 | test-mcp-server | Other | Remote | — |
| 56 | Graffeo Coffee Roasting | Other | Remote | — |
| 57 | inference.sh | AI & Knowledge | Remote | — |
| 58 | AdAdvisor MCP Server | Other | Remote | — |
| 59 | Alpic | Cloud & DevOps | Remote | — |
| 60 | artidrop | AI & Knowledge | Remote | — |
| 61 | aTars MCP | Finance & Crypto | Remote | — |
| 62 | AppDeploy | Communication | Remote | — |
| 63 |  auxen | AI & Knowledge | Remote | — |
| 64 |  computeback | Finance & Crypto | Local | — |
| 65 |  AutoRFP.ai | Search & Web | Remote | — |
| 66 |  Bareun — Korean NLP & Spell/Grammar Checking | Other | Remote | — |
| 67 |  Auralogs | Search & Web | Remote | — |
| 68 |  Agentic Terminal Directory | Search & Web | Remote | — |
Frequently asked questions
N8n by n8n-io is the most popular MCP server we track, with 192,586 GitHub stars. Fair-code workflow automation with AI and 400+ integrations.