MCP Servers Directory — Page 4

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 4 of 910

Ortools

Integrates Google's OR-Tools constraint programming solver with Large Language Models using the Model Context Protocol for AI models.

AI & ML ServicesPython★ 19

Swagger Explorer

Analyzes Swagger/OpenAPI specifications through integration with Claude.

Developer Tools★ 19

Unity Ollama

Automates Unity workflows and manipulates assets using local large language models via Ollama.

AI & ML ServicesPython★ 19

Chess Analysis Assistant

Analyze chess positions and get professional evaluations using Stockfish within Claude.

Developer Tools★ 18

Image Gen

Generates images from text prompts using the Together AI platform through a Model Context Protocol (MCP) server.

AI & ML ServicesPython★ 18

PromptShop

Edit images with simple text commands using AI.

AI & ML ServicesPython★ 18

Reddit

Enables browsing, searching, and reading content from Reddit through the Model Context Protocol.

Social Media & MarketingPython★ 18

Steam Context

Integrates with the Steam API to provide user gaming information to AI assistants via the Model Context Protocol.

Developer Tools★ 18

Code2Prompt

Generates contextual prompts from codebases to enhance AI assistant understanding and interaction with code repositories.

Developer ToolsPython★ 17

Gmail Integration

Integrates with Gmail APIs to enable programmatic email reading, sending, and management.

CommunicationPython★ 17

Grpcurl

Interacts with gRPC services using the grpcurl command-line tool via Model Context Protocol.

Developer ToolsGo★ 17

Prometheus Connector

Connects Prometheus metrics and data to Claude via the Model Context Protocol (MCP).

Monitoring & ObservabilityTypeScript★ 17

Puppeteer

Enables LLMs to interact with web pages by providing browser automation capabilities, including screenshot capture and JavaScript execution.

Browser AutomationPython★ 17

Story Hub

Provides a unified environment for running and managing Model Context Protocol (MCP) servers that enable AI agents to interact with the Story

Developer ToolsPython★ 17

3D Model Context Protocol

Provides a unified TypeScript interface for LLMs to interact with various 3D software applications.

Design & Creative ToolsPython★ 16

Dify Workflows MCP

Dify Workflows MCP exposes configured Dify applications as assistant tools through a local TypeScript server.

Workflow AutomationTypeScript★ 16

DocsFetcher

Retrieves package documentation from multiple language ecosystems for use with LLMs.

Knowledge & MemoryPython★ 16

DuckDuckGo Search

Enables web searches using DuckDuckGo and integrates with Model Context Protocol (MCP) for advanced result exploration.

AI & ML ServicesPython★ 16

Human Loop

Determines when human intervention is needed in AI agent operations through a sequential scoring system.

Developer Tools★ 16

SqlServer Integration

Enables Large Language Models to interact with and query Microsoft SQL Server databases.

DatabasesGo★ 16

ITerm

Enables AI assistants to interact with iTerm2 terminals through the Model Context Protocol.

Developer Tools★ 15

SettleMint SDK MCP

Official

SettleMint’s MCP package gives assistants access to platform and project-development workflows using a project path and personal access token.

Cloud & DevOpsTypeScript★ 15

Binance Trading

Integrates Binance spot and futures trading operations, enabling automated trading strategies.

Finance & Market DataTypeScript★ 14

Confluence Communication

Enables interaction with Confluence through CQL queries and content retrieval.

Productivity & Project ManagementTypeScript★ 14

Daytona Interpreter

Executes Python code within ephemeral Daytona sandboxes, facilitating tasks such as code execution, file manipulation, and web server previewing.

Developer ToolsPython★ 14

Email

Enables model assistants to access and interact with email accounts via IMAP and SMTP.

CommunicationTypeScript★ 14

GitHub Issue

Enables LLMs to utilize GitHub issues as tasks by fetching issue details.

Developer ToolsTypeScript★ 14

NVD Database

Queries the NIST National Vulnerability Database (NVD) via its API.

DatabasesPython★ 14

Perplexity

Provides intelligent code analysis and debugging capabilities by integrating Perplexity AI's API with the Claude desktop client.

Developer ToolsPython★ 14

Supabase

Enables LLMs to query Supabase databases and understand their structure through a Model Context Protocol.

DatabasesRemoteTypeScript★ 14

AnkiConnect

Connects Claude conversations with AnkiConnect to facilitate spaced repetition learning.

Productivity & Project ManagementGo★ 13

CiteAssist

Retrieves citation data in BibTeX format from CiteAs and Google Scholar.

Developer Tools★ 13

Ethers Wallet

Exposes Ethereum wallet functionality to LLM applications through the Model Context Protocol.

Blockchain & Web3TypeScript★ 13

IETF Document Server

Provides access to IETF RFC documents for Large Language Models via the Model Context Protocol.

AI & ML ServicesPython★ 13

Micromanage

Enables structured development workflows for coding agents through commit-level task planning and progress tracking.

Developer ToolsTypeScript★ 13

Postgres

Enables AI models to interact with PostgreSQL databases through a standardized Model Context Protocol interface.

DatabasesTypeScript★ 13

Windsurf AI Assistant

Provides intelligent coding assistance within the Cursor editor through custom AI tools.

Developer ToolsTypeScript★ 13

YouTube

Analyzes YouTube videos by extracting transcripts, summarizing content, and answering questions using AI.

Media & EntertainmentPython★ 13

Anthropic Code Analyzer

Analyzes open-source projects and assists with codebase integration using Claude's AI capabilities.

AI & ML Services★ 12

Chat Analysis

Enables semantic analysis of chat conversations through vector embeddings and knowledge graphs.

Knowledge & MemoryPython★ 12

ConsoleSpy

Captures browser console logs and provides them to Cursor IDE through the Model Context Protocol.

Browser Automation★ 12

Gel Database

Enables LLM agents to interact with Gel databases using EdgeQL queries for automated schema learning, query writing, validation, and execution.

DatabasesTypeScript★ 12

Get

Secures API keys for Cursor MCP servers by loading them from a designated file in the home directory.

File Systems & Storage★ 12

Laravel Helpers

Enhances Laravel development within Cursor IDE by providing helper tools for debugging and workflow improvement.

Developer ToolsPython★ 12

Bazel

Exposes common Bazel actions like build, test, and dependency analysis through an MCP server.

Developer ToolsGo★ 11

Dify

Enables Large Language Models to interact with Dify AI's chat completion capabilities through a standardized protocol.

AI & ML ServicesTypeScript★ 11

Systemprompt Gmail

Enables searching, reading, deleting, and sending emails from Gmail using an AI Agent.

CommunicationTypeScript★ 11

Twitter Integration

Enables AI models and applications to interact directly with the Twitter/X platform.

AI & ML Services★ 11

YFinance Trader

Retrieves stock market data and provides trading capabilities using the yfinance library.

Finance & Market DataPython★ 11

Youtube Watch Later

Retrieves YouTube video URLs from a specified Watch Later playlist within a given timeframe.

Media & EntertainmentTypeScript★ 11

Blockchain Interaction

Enables AI assistants to interact with blockchains securely, allowing users to maintain control over transaction signing.

Blockchain & Web3TypeScript★ 10

Cargo Doc

Provides an MCP server to manage, build, check, and search Rust documentation locally.

Knowledge & Memory★ 10

Cursor Trivy

Scans projects for security vulnerabilities and automatically updates vulnerable dependencies using Trivy.

Security & IdentityPython★ 10

EverArt Forge

Generates both vector and raster images using EverArt's AI models, providing flexible storage and format conversion.

AI & ML Services★ 10

Figma To Vue

Generates Vue 3 components from Figma designs, adhering to Hostinger's design system.

Design & Creative ToolsTypeScript★ 10

Jira Integration

Enables AI assistants to programmatically manage Jira issues through the Jira REST API.

Productivity & Project Management★ 10

Nativewind Transformer

Transforms Tailwind CSS components to NativeWind 4 compatible styles.

Developer Tools★ 10

Qqmusic Test

Provides QQ Music search functionality via the Modular Control Protocol (MCP).

Media & EntertainmentPython★ 10

RoCQ

Provides logical reasoning capabilities through integration with the Coq proof assistant.

Developer ToolsPython★ 10

Supabase

Enables Cursor and Windsurf to manage Supabase databases and execute SQL queries safely.

DatabasesPython★ 10