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50+ Model Context Protocol (MCP) Servers Worth Exploring

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—such as code repositories, databases, files, and web services—through a JSON-RPC 2.0-based protocol. The MCP protocol is already supported by leading AI systems including Claude, Gemini, and OpenAI and is being rapidly adopted by platforms like Replit, Sourcegraph, and Vertex AI.

Target Audience Analysis

The target audience for the MCP servers typically comprises technology managers, developers, business leaders, and data scientists. Their common pain points include:

• Difficulties in integrating various AI tools and services
• Concerns about data security and compliance
• Need for streamlined workflows across AI applications

Their goals often include:

• Improving operational efficiency through AI
• Ensuring secure communication between tools and models
• Exploring innovative solutions for data management and utilization

The audience is generally interested in technical specs, enterprise use cases, and streamlined deployment strategies, preferring clear, actionable communication.

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

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 above list highlights a diverse array of MCP servers, showcasing the variety of platforms and functionalities available. Exploring these servers can greatly enhance efficiency and productivity for AI-driven projects and applications.

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