MCP Servers Directory — Page 462

Explore server capabilities, recorded tools, available client configurations and practical setup considerations. Browse servers by category, or jump to remote servers and official vendor servers.

Servers can appear in several categories when their tools support several tasks. Category counts include these overlaps; the directory total counts each server once.

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🌐 Browser Automation

984 servers

🗄️ Databases

2205 servers

🛠️ Developer Tools

8565 servers

🔎 Search & Web Scraping

1403 servers

📁 File Systems & Storage

598 servers

💬 Communication

2659 servers

✅ Productivity & Project Management

1883 servers

🤖 AI & ML Services

1983 servers

☁️ Cloud & DevOps

1735 servers

💳 Payments & Commerce

2501 servers

📈 Monitoring & Observability

1236 servers

🧠 Knowledge & Memory

1603 servers

🎨 Design & Creative Tools

327 servers

📊 Analytics & Reporting

965 servers

⚙️ CI/CD & Build Pipelines

67 servers

💬 Customer Support & Help Centers

74 servers

📚 Documentation & API References

937 servers

🔄 Workflow Automation

124 servers

🔐 Security & Identity

310 servers

💹 Finance & Market Data

1303 servers

🤝 CRM & Sales

561 servers

📣 Social Media & Marketing

1525 servers

🔬 Research & Scientific Computing

317 servers

🗺️ Maps & Location

392 servers

🎬 Media & Entertainment

908 servers

🎓 Education & Learning

107 servers

🩺 Healthcare & Life Sciences

243 servers

✈️ Travel & Hospitality

391 servers

🔌 Hardware & IoT

205 servers

⛓️ Blockchain & Web3

1068 servers

🧩 Data Processing & Conversion

626 servers

⚖️ Legal & Compliance

1194 servers

🏛️ Government & Public Data

825 servers

🌦️ Weather & Environment

712 servers

🏅 Sports & Fitness

322 servers

🏠 Real Estate & Property

383 servers

🎮 Games & Game Development

242 servers

🕒 Time & Date

400 servers

♿ Accessibility & Interface Audits

172 servers

📝 Content Management

155 servers

📱 Mobile Development

259 servers

👥 Human Resources & Recruiting

238 servers

📰 News & Events

577 servers

🔍 SEO & Website Audits

560 servers

🧪 Software Testing & QA

127 servers

🌿 Git & Version Control

832 servers

💻 Code Execution & Sandboxes

112 servers

🖥️ Terminal & Desktop Automation

123 servers

📧 Email & Inbox Management

676 servers

📅 Calendars & Scheduling

456 servers

📄 Documents & PDFs

966 servers

📊 Spreadsheets

253 servers

📽️ Presentations & Slides

93 servers

🧲 Vector Search & RAG

358 servers

🤝 AI Agents & Orchestration

329 servers

🖼️ Images & Visual Editing

315 servers

🎙️ Audio & Speech

254 servers

🎞️ Video Tools

781 servers

🌍 Translation & Localization

160 servers

🗺️ Diagrams & Whiteboards

233 servers

🚚 Data Engineering & ETL

51 servers

🧮 Math & Calculations

400 servers

🌐 Networking & Diagnostics

247 servers

🍽️ Food & Recipes

286 servers

📦 Logistics & Shipping

199 servers

📣 Advertising & PPC

182 servers

🧾 Accounting & Bookkeeping

172 servers

🛍️ E-commerce & Online Stores

308 servers

📋 Project & Task Management

381 servers

📝 Notes & Personal Knowledge

184 servers

🎧 Meetings & Transcripts

45 servers

🔌 API Development & Testing

216 servers

🔬 Code Search & Intelligence

154 servers

☸️ Kubernetes & Containers

269 servers

🏗️ Infrastructure as Code

48 servers

🔐 Identity & Access Management

30 servers

🗝️ Secrets & Credentials

21 servers

🚩 Feature Flags & Experiments

27 servers

🚨 Incident & On-call Management

33 servers

📈 Web & Product Analytics

133 servers

✉️ Email Marketing

46 servers

🗳️ Forms & Surveys

17 servers

✍️ E-signatures & Agreements

43 servers

⏱️ Time Tracking & Timesheets

95 servers

📉 Business Intelligence & Dashboards

60 servers

🔗 Other Integrations

20690 servers

All MCP servers

54,594 published · page 462 of 910

MCP

MBTA MCP — Boston real-time transit via the MBTA v3 API (api-v3.mbta.com)

Developer Tools

MCP

MCP-PostgreSQL-Ops is a professional MCP server for PostgreSQL database operations, monitoring, and management. Supports PostgreSQL 12-17 with

DatabasesPython

MCP

MCP server for the ATTOM Real Estate API

Real Estate & PropertyPython

MCP

数读 是一件可以让你的大模型安全连接到数据库的MCP工具。| DButils is an all-in-one MCP service that enables your AI to do data analysis by harnessing versatile types of

Databases

MCP

MCP server for Jupyter notebooks

Developer Tools

MCP

You are working with the MCP MySQL Operations Server, a powerful tool that provides comprehensive MySQL database monitoring and analysis capabilities

DatabasesRemotePython

MCP

About 一個用來讓 AI Agent 可透過 SearXNG 服務來搜尋外部網站內容與資訊的 MCP server 。

Search & Web ScrapingRemotePython

MCP

MCP Server for ChatGPT via AppleScript

Developer ToolsGo

MCP

MCP server for V2EX API 2.0, exposing notifications, tokens, nodes, topics, comments, and daily summaries for MCP-compatible agents.

Developer Tools

MCP

🔍 MCP server that lets you search and access Svelte documentation with built-in caching

Documentation & API ReferencesTypeScript

MCP

🪄 MCP server for programmatic creation and management of n8n workflows. Enables AI assistants to build, modify, and manage workflows without direct

Workflow Automation

MCP

BART MCP — San Francisco Bay Area Rapid Transit real-time data (api.bart.gov)

Developer Tools

MCP

# mcp-server-template ### GitHub ```json { "mcpServers": { "mcpservertemplate": { "command": "uvx", "args": [ "--from"

Developer Tools

MCP

Caiyun Weather MCP Server

Weather & EnvironmentRemote

MCP

MCP server for SQLite files. Supports Datasette-compatible metadata!

Databases

MCP

MCP server for Gaffer test history - give your AI assistant memory of your tests

Monitoring & Observability

MCP

WHOIS domain MCP server that query the WHOIS information using IP2WHOIS API.

Payments & CommerceRemotePython

MCP

Bright Data MCP — Bright Data Web Unlocker + SERP API (brightdata.com)

Search & Web Scraping

MCP

An MCP (Model-Context-Protocol) Server for Deep Academic Research

Research & Scientific ComputingPython

MCP

MCP server for MarkView — preview Markdown files in a native macOS viewer

Developer Tools

MCP

MCP server for Draw Things - local AI image generation on Mac

AI & ML ServicesTypeScript

MCP

🔍 Enable AI assistants to search and access medRxiv papers through a simple MCP interface.

Developer ToolsPython

MCP

MCP-smallest-ai

Developer ToolsTypeScript

MCP

A Python package to insert SVG images into PowerPoint presentations, with MCP server capabilities.

File Systems & StoragePython

MCP

MCP Server for interacting with Salesforce instances

Productivity & Project Management

MCP

MCP Server for Semgrep Integration - static code analysis with AI

Security & IdentityRemotePython

MCP

This project takes a number of MCP servers from GitHub locations, packages them together with this repo's GHCR container, and launches them with

Developer ToolsPython

MCP

A DuckDB MCP server

DatabasesPython

MCP

MCP-Airflow-API is an MCP server that leverages the Model Context Protocol (MCP) to transform Apache Airflow REST API operations into natural

Developer ToolsPython

MCP

Automate Apache Ambari operations with AI/LLM: Natural language commands for Hadoop cluster management, service control, configuration monitoring

Monitoring & ObservabilityPython

MCP

MCP-Gateway is a service that provides MCP Server unified management capabilities, helping AI Agents quickly connect to various data sources. Through

DatabasesGo

MCP

MCP server for svg.new — AI-powered image to SVG vectorization

Developer Tools

MCP

PayPal MCP Pack — read-only access to PayPal transactions, orders, invoices, and disputes.

Payments & Commerce

MCP

Chain of Thought is a tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language into

Developer Tools

MCP

MCP server for odds-api

Developer ToolsPython

MCP

MCP Server of Agribalyse API

Monitoring & ObservabilityPython

MCP

MCP server for managing deep links, attribution, analytics, campaigns, and app configuration on Grovs — an open-source, privacy-first alternative to

Analytics & ReportingRemoteTypeScript

MCP

基于Playwright的模型上下文协议(MCP)服务器,为AI助手提供强大的浏览器自动化能力

Browser AutomationPython

MCP

AI agent that controls computer with OS-level tools, MCP compatible, works with any model

Developer Tools

MCP

Remote proxy for Model Context Protocol, allowing local-only clients to connect to remote servers using oAuth

Developer ToolsRemote

MCP

Alpaca MCP — real-time US stock market data via the Alpaca Market Data API

Finance & Market Data

MCP

MySQL Database Integration using Python script with configurable access controls and schema inspection, using stdio mode to suitable local deployment.

DatabasesPython

MCP

MCP server for AI cooperation

DatabasesTypeScript

MCP

Neo4j MCP server for integrating Neo4j graph database with Claude Desktop through natural language interactions

Databases

MCP

MCP Server for emojikey.io ... save your unique relationship state and interaction style with your favorite LLM

AI & ML ServicesTypeScript

MCP

Shodan MCP — wraps the full Shodan REST API (api.shodan.io)

Search & Web Scraping

MCP

MCP server tailored to connecting web crawler data and archives

Search & Web ScrapingPython

MCP

Un MCP server per la gestione di cluster Kubernetes su AKS (Azure Kubernetes Service), utilizzabile da Claude Desktop. Offre strumenti per eseguire

Cloud & DevOpsPython

MCP

Fetch MCP server

Monitoring & ObservabilityTypeScript

MCP

Mastodon MCP — public Mastodon data via mastodon.social (no auth required)

Social Media & Marketing

MCP

Agentic MCP — local coding tools for ChatGPT Developer Mode and other MCP clients. Tested with ChatGPT Plus via HTTPS tunnel; availability varies by

AI & ML ServicesTypeScript

MCP

MySSL MCP Server

Developer ToolsGo

MCP

A Model Context Protocol Server that runs as stdio, wrapping a Streamable HTTP server, so any MCP-supporting client can use Streamable HTTP MCP

Developer ToolsPython

MCP

Model Context Protocol server that proxies local Ollama to MCP clients like Windsurf and VS Code

Developer ToolsPython

MCP

Proxy for remote MCP servers

Developer Tools

MCP

High-performance CCXT MCP server for cryptocurrency exchange integration

Developer Tools

MCP

Shortcut MCP Server

Developer Tools

MCP

Fast rust MCP proxy between stdio and SSE

Developer ToolsPython

MCP

MCP server for YouTube — search videos, get transcripts, read comments and more

Media & EntertainmentGo

MCP

# mcp-dagster: A Dagster MCP Server > The [Model Context Protocol (MCP)](https://modelcontextprotocol.io/introduction) is an open protocol that

Developer Tools