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    Home»Development»Machine Learning»50+ Model Context Protocol (MCP) Servers Worth Exploring

    50+ Model Context Protocol (MCP) Servers Worth Exploring

    June 8, 2025

    What is the Model Context Protocol (MCP)?

    The Model Context Protocol (MCP), introduced by Anthropic in November 2024, establishes a standardized, secure interface for AI models to interact with external tools—code repositories, databases, files, web services, and more—via a JSON-RPC 2.0-based protocol. MCP is already supported by Claude, Gemini, and OpenAI, and is rapidly being adopted by platforms like Replit, Sourcegraph, and Vertex AI.

    Table of contents

    • What is the Model Context Protocol (MCP)?
    • List of Various MCP Servers
      • Aggregators
      • Browser Automation
      • Cloud Platforms
      • Code Execution
      • Coding Agents
      • Command Line
      • Databases
      • Developer Tools

    List of Various MCP Servers

    Aggregators

    • MetaMCP
    • WayStation-ai/mcp
    • sxhxliang/mcp-access-point 
    • hamflx/imagen3-mcp
    • SureScaleAI/openai-gpt-image-mcp
    • julien040/anyquery 
    • metatool-ai/metatool-app 
    • mindsdb/mindsdb 
    • glenngillen/mcpmcp-server 
    • wegotdocs/open-mcp 
    • PipedreamHQ/pipedream 
    • VeriTeknik/pluggedin-mcp-proxy 
    • tigranbs/mcgravity 
    • MetaMCP

    Browser Automation

    • microsoft/playwright-mcp 
    • modelcontextprotocol/server-puppeteer 
    • pskill9/web-search 
    • aircodelabs/grasp 
    • automatalabs/mcp-server-playwright 
    • kimtaeyoon83/mcp-server-youtube-transcript 
    • kimtth/mcp-aoai-web-browsing 
    • browserbase/mcp-server-browserbase 
    • browsermcp/mcp 
    • co-browser/browser-use-mcp-server 
    • executeautomation/playwright-mcp-server 
    • eyalzh/browser-control-mcp 
    • fradser/mcp-server-apple-reminders 

    Cloud Platforms

    • alexei-led/aws-mcp-server 
    • alexei-led/k8s-mcp-server 
    • awslabs/mcp 
    • qiniu/qiniu-mcp-server 
    • alexbakers/mcp-ipfs 
    • cyclops-ui/mcp-cyclops 
    • jedisct1/fastly-mcp-server 
    • flux159/mcp-server-kubernetes 
    • pulumi/mcp-server 
    • rohitg00/kubectl-mcp-server 
    • strowk/mcp-k8s-go 
    • thunderboltsid/mcp-nutanix 
    • trilogy-group/aws-pricing-mcp 
    • weibaohui/k8m 
    • weibaohui/kom 
    • wenhuwang/mcp-k8s-eye 
    • erikhoward/adls-mcp-server
    • reza-gholizade/k8s-mcp-server 
    • VmLia/books-mcp-server 
    • aliyun/alibaba-cloud-ops-mcp-server 
    • bright8192/esxi-mcp-server 
    • cloudflare/mcp-server-cloudflare  

    Code Execution

    • pydantic/pydantic-ai/mcp-run-python 
    • alfonsograziano/node-code-sandbox-mcp 
    • r33drichards/mcp-js 
    • yepcode/mcp-server-js 
    • ckanthony/openapi-mcp 

    Coding Agents

    • jinzcdev/leetcode-mcp-server 
    • juehang/vscode-mcp-server 
    • oraios/serena
    • ezyang/codemcp 
    • doggybee/mcp-server-leetcode 

    Command Line

    • automateyournetwork/pyATS_MCP 
    • wonderwhy-er/DesktopCommanderMCP 
    • tufantunc/ssh-mcp 
    • ferrislucas/iterm-mcp 
    • g0t4/mcp-server-commands
    • maxim-saplin/mcp_safe_local_python_executor 
    • MladenSU/cli-mcp-server 
    • OthmaneBlial/term_mcp_deepseek 
    • tumf/mcp-shell-server 

    Databases

    • benborla29/mcp-server-mysql
    • bytebase/dbhub
    • niledatabase/nile-mcp-server
    • openlink/mcp-server-odbc
    • openlink/mcp-server-sqlalchemy
    • skysqlinc/skysql-mcp 
    • supabase-community/supabase-mcp
    • TheRaLabs/legion-mcp 
    • c4pt0r/mcp-server-tidb
    • Canner/wren-engine 
    • centralmind/gateway
    • ChristianHinge/dicom-mcp
    • chroma-core/chroma-mcp
    • neo4j-contrib/mcp-neo4j
    • neondatabase/mcp-server-neon 
    • Aiven-Open/mcp-aiven 
    • alexanderzuev/supabase-mcp-server
    • aliyun/alibabacloud-tablestore-mcp-server

    Developer Tools

    • j4c0bs/mcp-server-sql-analyzer 
    • jasonjmcghee/claude-debugs-for-you 
    • jetbrains/mcpProxy 
    • qainsights/jmeter-mcp-server 
    • Jktfe/serveMyAPI 
    • xzq.xu/jvm-mcp-server 
    • yangkyeongmo@/mcp-server-apache-airflow 
    • YuChenSSR/mindmap-mcp-server 
    • YuChenSSR/multi-ai-advisor 
    • zcaceres/fetch-mcp 
    • zenml-io/mcp-zenml 
    • kadykov/mcp-openapi-schema-explorer 
    • pskill9/website-downloader 
    • utensils/mcp-nixos 
    • ReAPI-com/mcp-openapi 
    • Pratyay/mac-monitor-mcp 
    • Hypersequent/qasphere-mcp 
    • admica/FileScopeMCP
    • haris-musa/excel-mcp-server 
    • InhiblabCore/mcp-image-compression 
    • isaacphi/mcp-language-server 
    • ios-simulator-mcp 
    • InditexTech/mcp-server-simulator-ios-idb
    • IvanAmador/vercel-ai-docs-mcp 
    • VSCode Devtools 
    • xcodebuild 

    The post 50+ Model Context Protocol (MCP) Servers Worth Exploring appeared first on MarkTechPost.

    Source: Read More 

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