MCP Servers Directory — Page 3

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 3 of 910

Vercel Integration

Integrates Vercel's REST API as tools within an MCP server, providing programmatic access to deployment management.

Cloud & DevOps★ 68

Filesystem

Provides optimized file system operations with smart context management and token-efficient partial reading/editing.

File Systems & StoragePython★ 66

Perplexity Chat

Provides a Python interface to the Perplexity API for querying responses and managing conversations.

Search & Web ScrapingPython★ 66

Obsidian Rest

Exposes Obsidian vaults to AI assistants through a local REST API using the Model Context Protocol.

Productivity & Project ManagementTypeScript★ 65

Searchoor

Delivers jobs based on specified needs via a simple MCP server.

Developer Tools★ 64

Ollama Database Assistant

Enables natural language querying of PostgreSQL databases using Ollama's LLM and the Model Context Protocol.

DatabasesTypeScript★ 62

Ragdocs

Augments AI responses with relevant documentation context through vector search.

AI & ML Services★ 62

JSON Resume

Automates resume updates by analyzing coding projects using AI.

Developer ToolsTypeScript★ 61

WordPress REST API

Implements a Model Context Protocol server using the WordPress REST API.

Developer Tools★ 61

FFmpeg Video Processor

Manipulates video files using FFmpeg to resize videos and extract audio in various formats.

Developer ToolsGo★ 59

Tool Chainer

Chains calls to other Model Context Protocol (MCP) tools, reducing token usage by enabling sequential tool execution with result passing.

Developer Tools★ 59

Aws Bedrock Integration

Demonstrates implementation and usage of Anthropic's Model Context Protocol (MCP) with AWS Bedrock.

Cloud & DevOpsPython★ 55

Python Local

Runs Python code locally within an interactive REPL environment.

Developer ToolsPython★ 55

Feishu Integrator

Integrates Feishu APIs to enable AI models to interact with Feishu services.

AI & ML ServicesTypeScript★ 54

LinkedIn Browser

Automates LinkedIn interactions and extracts data through browser automation, respecting terms of service and rate limits.

Browser AutomationPython★ 54

Chrome Tools

Enables remote control of Chrome tabs through the DevTools Protocol for tasks like executing JavaScript, capturing screenshots, and monitoring

Monitoring & Observability★ 53

CrewAI Enterprise

Deploys and monitors the status of CrewAI workflows.

Developer ToolsGo★ 52

Playwright Cdp

Automates browser interactions and enables Large Language Models (LLMs) to interact with web pages through Playwright and Chrome DevTools Protocol

Browser Automation★ 51

Databricks

Enables interaction with Databricks clusters, jobs, and notebooks via the Model Completion Protocol.

DatabasesPython★ 49

App Seo Ai

Automates SEO tasks and provides AI-powered optimization by integrating with the Google Ads Keyword Planner API.

Search & Web ScrapingGo★ 48

Maton Agent

Enables agent frameworks like Model Context Protocol (MCP) to integrate with Maton APIs through function calling.

Browser AutomationRemotePython★ 47

Steel Voyager

Enables LLMs like Claude to interact with and automate web browsers via the Model Context Protocol.

Browser AutomationRemoteGo★ 47

Memory Bank

Manages memory banks, enabling AI assistants to store and retrieve information across sessions for maintaining context.

Knowledge & MemoryTypeScript★ 46

File System Server

Enables AI assistants to securely interact with a local file system for reading, writing, and managing files within a designated project directory.

File Systems & StoragePython★ 45

Radarr Sonarr

Allows AI assistants to query movie and TV show collections managed by Radarr and Sonarr.

Media & EntertainmentPython★ 40

Hacker News

Fetches structured data from Hacker News, including top, new, ask, show, and job stories.

Developer ToolsTypeScript★ 39

MCPMC

Enables AI agents to interact with Minecraft using the Model Context Protocol via Mineflayer.

Games & Game DevelopmentTypeScript★ 39

OpenAI Code Assistant

Provides a command-line and API-based coding assistant utilizing OpenAI APIs, function calling, and streaming.

AI & ML ServicesPython★ 35

Postgres

Enables AI agents to interact with PostgreSQL databases through a standardized Model Context Protocol (MCP).

Databases★ 33

Flux Dev

Provides a Model Context Protocol (MCP) server implementation based on the Cephalon Cloud Flux model API.

Developer ToolsTypeScript★ 31

LinkedIn Profile Analyzer

Analyzes LinkedIn profiles by fetching, filtering, and managing post data, designed for integration with Claude AI.

Social Media & MarketingPython★ 31

NetContext

Enables AI assistants to deeply understand .NET codebases through the Model Context Protocol.

Developer Tools★ 31

Zerodha

Automates trading operations on the Zerodha platform using a natural language interface.

Finance & Market DataPython★ 31

Cloudflare Workers Image Tools MCP Demo

This community Workers MCP demo exposes image generation, page screenshots and image extraction through a local client adapter and Cloudflare backend.

Media & EntertainmentTypeScript★ 30

Ragdocs

Augment AI responses with context by retrieving and processing documentation through vector search.

AI & ML ServicesRemote★ 30

WebSocket Enhancements

Enhances a Model Context Protocol server with WebSocket functionality for real-time data updates.

Developer ToolsPython★ 30

Bash Math

Implements a minimalistic MCP server using a bash script for basic mathematical operations.

Developer Tools★ 29

Notion

Integrates with the Notion API to manage personal to-do lists using the Model Context Protocol.

Productivity & Project ManagementPython★ 29

Sequential Thinking Tools

Guides tool usage by providing recommendations for MCP tools at each problem-solving stage.

Monitoring & Observability★ 29

Confluence Communication

Facilitates integration with Confluence and Jira by providing functionalities to execute queries and manage content.

Productivity & Project Management★ 28

Local Dev

Automates local development environment management using Large Language Models (LLMs).

AI & ML ServicesPython★ 28

ToolRAG

Dynamically selects the most relevant tools for each query, providing access to unlimited LLM tools without context window limitations.

AI & ML ServicesRemoteTypeScript★ 28

Votars

Supports multiple language implementations of the Votars MCP server for seamless integration with the Votars AI platform.

Developer ToolsPython★ 28

Code Analysis

Enables AI models to understand and analyze codebases through natural language conversations.

AI & ML ServicesPython★ 27

Meeting BaaS

Facilitates AI assistants in managing meeting data, including transcripts, recordings, and calendar events.

Productivity & Project ManagementTypeScript★ 27

Flux Studio

Integrates Flux's image generation capabilities into AI coding assistants, enabling image generation, manipulation, and control directly within IDEs.

AI & ML ServicesPython★ 25

Aws Resources

Enables querying of AWS resources using boto3 code snippets via a Model Context Protocol (MCP) server.

Cloud & DevOpsPython★ 24

Chrome Google Search

Enables Claude to perform Google searches and extract webpage content through a controlled Chrome browser instance.

Browser AutomationGo★ 24

Cmd

Executes command-line operations through the Model Context Protocol (MCP).

Developer ToolsTypeScript★ 24

Browser Use

Automates browser interactions using Python scripts for tasks like screenshot capture, HTML retrieval, JavaScript execution, and console log

Browser AutomationPython★ 23

Cline Personas

Manages `.clinerules` files through reusable components and persona templates with version tracking.

File Systems & StorageTypeScript★ 23

Solana

Enables AI agents to interact with the Solana blockchain and perform DeFi operations through a standardized interface.

Blockchain & Web3TypeScript★ 23

Authenticated Cloud Run

Deploys a Model Context Protocol Server-Sent Events (SSE) deployment on Google Cloud Run with IAM authentication.

Cloud & DevOpsRemoteGo★ 22

Notion

Exposes the entire Notion API as a collection of tools that Large Language Models (LLMs) can use to interact with Notion seamlessly.

Productivity & Project Management★ 22

GitLab

Enables interaction with GitLab accounts to manage repositories, merge requests, CI/CD, and project settings.

Developer Tools★ 21

Shodan CTI

Streamlines cybersecurity reconnaissance by providing access to Shodan and VirusTotal APIs through a Model Context Protocol interface.

Developer Tools★ 21

Strava

Enables language models to access and query athlete activity data from the Strava API.

Sports & FitnessPython★ 21

Babashka

Enables interaction with Babashka, a Clojure interpreter, through the Model Context Protocol.

Developer ToolsRemoteTypeScript★ 19

Cursor Sound

Provides audio feedback for code generation in Cursor by playing sound effects.

Developer Tools★ 19

Gmail

Enables AI assistants to interact with Gmail through natural language for comprehensive email management.

CommunicationPython★ 19