Provides AI assistants with direct access to Airtable bases, allowing them to read schemas, query records, and interact with your Airtable data. Supports listing bases, retrieving table structures, and searching through records to help automate workflows and answer questions about your organized data.View on Docker Hub
Path to the Azure configuration directory (e.g. /home/azureuser/.azure). Used for Azure CLI authentication, you should be logged in (e.g. run az login) on the host before starting the MCP server.
Username or UID of the container user (format <name|uid>[:<group|gid>] e.g. 10000), ensuring correct permissions to access the Azure and kubeconfig files. Leave empty to use default user in the container.
Apify is the world’s largest marketplace of tools for web scraping, data extraction, and web automation. You can extract structured data from social media, e-commerce, search engines, maps, travel sites, or any other website.View on Docker Hub
Comma-separated list of tools to enable. Can be either a tool category, a specific tool, or an Apify Actor. For example: “actors,docs,apify/rag-web-browser”. For more details visit https://mcp.apify.com.
The ArXiv MCP Server provides a comprehensive bridge between AI assistants and arXiv’s research repository through the Model Context Protocol (MCP).Features:
Search arXiv papers with advanced filtering
Download and store papers locally as markdown
Read and analyze paper content
Deep research analysis prompts
Local paper management and storage
Enhanced tool descriptions optimized for local AI models
Docker MCP Gateway compatible with detailed context
Directory path where downloaded papers will be stored
The ArXiv MCP Server provides a comprehensive bridge between AI assistants and arXiv’s research repository through the Model Context Protocol (MCP). Features: • Search arXiv papers with advanced filtering • Download and store papers locally as markdown • Read and analyze paper content • Deep research analysis prompts • Local paper management and storage • Enhanced tool descriptions optimized for local AI models • Docker MCP Gateway compatible with detailed context Perfect for researchers, academics, and AI assistants conducting literature reviews and research analysis. Recent Update: Enhanced tool descriptions specifically designed to resolve local AI model confusion and improve Docker MCP Gateway compatibility.
MCP server for interacting with Atlan services including asset search, updates, and lineage traversal for comprehensive data governance and discovery.View on Docker Hub
Tools for Atlassian products (Confluence and Jira). This integration supports both Atlassian Cloud and Jira Server/Data Center deployments.View on Docker Hub
Audiense Insights MCP Server is a server based on the Model Context Protocol (MCP) that allows Claude and other MCP-compatible clients to interact with your Audiense Insights account.View on Docker Hub
Seamlessly create diagrams using the Python diagrams package DSL. This server allows you to generate AWS diagrams, sequence diagrams, flow diagrams, and class diagrams using Python code.View on Docker Hub
Connects with the Beagle Security backend using a user token to manage applications, run automated security tests, track vulnerabilities across environments, and gain intelligence from Application and API vulnerability data.View on Docker Hub
Allow LLMs to control a browser with Browserbase and Stagehand for AI-powered web automation, intelligent data extraction, and screenshot capture.View on Docker Hub
Tools to interact with the Camunda 7 Community Edition Engine using the Model Context Protocol (MCP). Whether you’re automating workflows, querying process instances, or integrating with external systems, Camunda MCP Server is your agentic solution for seamless interaction with Camunda.View on Docker Hub
An MCP server for CharmHealth EHR that allows LLMs and MCP clients to interact with patient records, encounters, and practice information.View on Docker Hub
A specialized server implementation for the Model Context Protocol (MCP) designed to integrate with CircleCI’s development workflow. This project serves as a bridge between CircleCI’s infrastructure and the Model Context Protocol, enabling enhanced AI-powered development experiences.View on Docker Hub
Enable AI agents to manage, monitor, and query CockroachDB using natural language. Perform complex database operations, cluster management, and query execution seamlessly through AI-driven workflows. Integrate effortlessly with MCP clients for scalable and high-performance data operations.View on Docker Hub
A Python-based execution tool that mimics a Jupyter notebook environment. It accepts code snippets, executes them, and maintains state across sessions — preserving variables, imports, and past results. Ideal for iterative development, debugging, or code execution.View on Docker Hub
Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier.View on Docker Hub
Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier.View on Docker Hub
Comprehensive database server supporting PostgreSQL, MySQL, and SQLite with natural language SQL query capabilities. Enables AI agents to interact with databases through both direct SQL and natural language queries.View on Docker Hub
The Descope Model Context Protocol (MCP) server provides an interface to interact with Descope’s Management APIs, enabling the search and retrieval of project-related information.View on Docker Hub
DreamFactory is a REST API generation platform with support for hundreds of data sources, including Microsoft SQL Server, MySQL, PostgreSQL, and MongoDB. The DreamFactory MCP Server makes it easy for users to securely interact with their data sources via an MCP client.View on Docker Hub
A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and parsing.View on Docker Hub
This MCP Server allows interaction with the Dynatrace observability platform, brining real-time observability data directly into your development workflow.View on Docker Hub
The EduBase MCP server enables Claude and other LLMs to interact with EduBase’s comprehensive e-learning platform through the Model Context Protocol (MCP).View on Docker Hub
Official ElevenLabs Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech and audio processing APIs.View on Docker Hub
Real-time network monitoring, security analysis, and firewall management through 28 specialized tools. Access security alerts, network flows, device status, and firewall rules directly from your Firewalla device.View on Docker Hub
Official GitHub MCP Server, by GitHub. Provides seamless integration with GitHub APIs, enabling advanced automation and interaction capabilities for developers and tools.View on Docker Hub
Easily run glif.app AI workflows inside your LLM: image generators, memes, selfies, and more. Glif supports all major multimedia AI models inside one app.View on Docker Hub
A Model Context Protocol server for Gmail operations using IMAP/SMTP with app password authentication. Supports listing messages, searching emails, and sending messages. To create your app password, visit your Google Account settings under Security > App Passwords. Or visit the link https://myaccount.google.com/apppasswords.View on Docker Hub
Complete Google Maps integration with 8 tools including geocoding, places search, directions, elevation data, and more using Google’s latest APIs.View on Docker Hub
A Model Context Protocol (MCP) server that provides access to Hacker News stories, comments, and user data, with support for search and content retrieval.View on Docker Hub
HDX MCP Server provides access to humanitarian data through the Humanitarian Data Exchange (HDX) API - https://data.humdata.org/hapi. This server offers 33 specialized tools for retrieving humanitarian information including affected populations (refugees, IDPs, returnees), baseline demographics, food security indicators, conflict data, funding information, and operational presence across hundreds of countries and territories. See repository for instructions on getting a free HDX_APP_INDENTIFIER for access.View on Docker Hub
A Model Context Protocol (MCP) server that exposes Hoverfly as a programmable tool for AI assistants like Cursor, Claude, GitHub Copilot, and others supporting MCP. It enables dynamic mocking of third-party APIs to unblock development, automate testing, and simulate unavailable services during integration.View on Docker Hub
Hummingbot MCP is an open-source toolset that lets you control and monitor your Hummingbot trading bots through AI-powered commands and automation.View on Docker Hub
Comprehensive MCP server for Kafka Schema Registry operations. Features multi-registry support, schema contexts, migration tools, OAuth authentication, and 57+ tools for complete schema management. Supports SLIM_MODE for optimal performance.View on Docker Hub
A Model Context Protocol (MCP) server for interacting with Kong Konnect APIs, allowing AI assistants to query and analyze Kong Gateway configurations, traffic, and analytics.View on Docker Hub
Connect to Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations.View on Docker Hub
This MCP server allows Claude and other AI assistants to access your LinkedIn. Scrape LinkedIn profiles and companies, get your recommended jobs, and perform job searches. Set your li_at LinkedIn cookie to use this server.View on Docker Hub
A Model Context Protocol (MCP) server exposing Bitcoin blockchain data through the Maestro API platform. Provides tools to explore blocks, transactions, addresses, inscriptions, runes, and other metaprotocol data.View on Docker Hub
Transform any AI agent into a geospatially-aware system with Mapbox APIs. Provides geocoding, POI search, routing, travel time matrices, isochrones, and static map generation.View on Docker Hub
Direct access to Mapbox developer APIs for AI assistants. Enables style management, token management, GeoJSON preview, and other developer tools for building Mapbox applications.View on Docker Hub
JVM dependency intelligence for any build tool using Maven Central Repository. Includes Context7 integration for upgrade documentation and guidance.View on Docker Hub
MCP server to interact with the data feeds provided by the Nasdaq Data Link. Developed by the community and maintained by Stefano Amorelli.View on Docker Hub
Secure Okta identity and access management via Model Context Protocol (MCP). Access Okta users, groups, applications, logs, and policies through AI assistants with enterprise-grade security.View on Docker Hub
A Model Context Protocol server for Omi interaction and automation. This server provides tools to read, search, and manipulate Memories and Conversations.View on Docker Hub
ONLYOFFICE DocSpace is a room-based collaborative platform which allows organizing a clear file structure depending on users’ needs or project goals.View on Docker Hub
Model Context Protocol (MCP) implementation for Opik enabling seamless IDE integration and unified access to prompts, projects, traces, and metrics.View on Docker Hub
Connect to Oracle databases via MCP, providing secure read-only access with support for schema exploration, query execution, and metadata inspection.View on Docker Hub
A Model Context Protocol (MCP) server that empowers LLMs to use some of Open Srategy Partners’ core writing and product marketing techniques.View on Docker Hub
A Model Context Protocol (MCP) server that enables AI assistants like Claude to seamlessly access web data through Oxylabs’ powerful web scraping technology.View on Docker Hub
A unified MCP proxy that aggregates multiple MCP servers into one interface, enabling seamless tool discovery and management across all your AI interactions. Manage all your MCP servers from a single connection point with RAG capabilities and real-time notifications.View on Docker Hub
MCP server for Polar Signals Cloud continuous profiling platform, enabling AI assistants to analyze CPU performance, memory usage, and identify optimization opportunities in production systems.View on Docker Hub
Connect with read-only access to PostgreSQL databases. This server enables LLMs to inspect database schemas and execute read-only queries.View on Docker Hub
Postman’s MCP server connects AI agents, assistants, and chatbots directly to your APIs on Postman. Use natural language to prompt AI to automate work across your Postman collections, environments, workspaces, and more.View on Docker Hub
A Model Context Protocol (MCP) server that enables AI assistants to query and analyze Prometheus metrics through standardized interfaces. Connect to your Prometheus instance to retrieve metrics, perform queries, and gain insights into your system’s performance and health.View on Docker Hub
Educational Python refactoring assistant that provides guided suggestions for AI assistants. Features: • Step-by-step refactoring instructions without modifying code • Comprehensive code analysis using professional tools (Rope, Radon, Vulture, Jedi, LibCST, Pyrefly) • Educational approach teaching refactoring patterns through guided practice • Support for both guide-only and apply-changes modes • Identifies long functions, high complexity, dead code, and type issues • Provides precise line numbers and specific refactoring instructions • Compatible with all AI assistants (Claude, GPT, Cursor, Continue, etc.) Perfect for developers learning refactoring patterns while maintaining full control over code changes. Acts as a refactoring mentor rather than an automated code modifier.View on Docker Hub
The QuantConnect MCP Server is a bridge for AIs (such as Claude and OpenAI o3 Pro) to interact with our cloud platform. When equipped with our MCP, the AI can perform tasks on your behalf through our API such as updating projects, writing strategies, backtesting, and deploying strategies to production live-trading.View on Docker Hub
A comprehensive Model Context Protocol (MCP) server for Reddit integration. This server enables AI agents to interact with Reddit programmatically through a standardized interface.View on Docker Hub
Ref powerful search tool connets your coding tools with documentation context. It includes an up-to-date index of public documentation and it can ingest your private documentation (eg. GitHub repos, PDFs) as well.View on Docker Hub
Blazing-fast, asynchronous for seamless filesystem operations.
The Rust MCP Filesystem is a high-performance, asynchronous, and lightweight Model Context Protocol (MCP) server built in Rust for secure and efficient filesystem operations. Designed with security in mind, it operates in read-only mode by default and restricts clients from updating allowed directories via MCP Roots unless explicitly enabled, ensuring robust protection against unauthorized access. Leveraging asynchronous I/O, it delivers blazingly fast performance with a minimal resource footprint. Optimized for token efficiency, the Rust MCP Filesystem enables large language models (LLMs) to precisely target searches and edits within specific sections of large files and restrict operations by file size range, making it ideal for efficient file exploration, automation, and system integration.View on Docker Hub
The SchemaCrawler AI MCP Server enables natural language interaction with your database schema using an MCP client in “Agent” mode. It allows users to explore tables, columns, foreign keys, triggers, stored procedures and more simply by asking questions like “Explain the code for the interest calculation stored procedure”. You can also ask it to help with SQL, since it knows your schema. This is ideal for developers, DBAs, and data analysts who want to streamline schema comprehension and query development without diving into dense documentation.View on Docker Hub
A Model Context Protocol server for retrieving and analyzing issues from Sentry.io. This server provides tools to inspect error reports, stacktraces, and other debugging information from your Sentry account.View on Docker Hub
Advanced SimpleCheckList with MCP server and SQLite database for comprehensive task management. Features: • Complete project and task management system • Hierarchical organization (Projects → Groups → Task Lists → Tasks → Subtasks) • SQLite database for data persistence • RESTful API with comprehensive endpoints • MCP protocol compliance for AI assistant integration • Docker-optimized deployment with stability improvements v1.0.1 Update: Enhanced Docker stability with improved container lifecycle management. Default mode optimized for containerized deployment with reliable startup and shutdown processes. Perfect for AI assistants managing complex project workflows and task hierarchies.View on Docker Hub
A Model Context Protocol (MCP) server for integrating with StackHawk’s security scanning platform. Provides security analytics, YAML configuration management, sensitive data/threat surface analysis, and anti-hallucination tools for LLMs.View on Docker Hub
Model Context Protocol (MCP) server for comprehensive task and feature management, providing AI assistants with a structured, context-efficient way to interact with project data.View on Docker Hub
The Tavily MCP server provides seamless interaction with the tavily-search and tavily-extract tools, real-time web search capabilities through the tavily-search tool and Intelligent data extraction from web pages via the tavily-extract tool.View on Docker Hub
The Terraform MCP Server provides seamless integration with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) development.View on Docker Hub
Transform natural language queries into GraphQL queries using an AI agent. Provides schema management, query validation, execution, and history tracking.View on Docker Hub
Tigris is a globally distributed S3-compatible object storage service that provides low latency anywhere in the world, enabling developers to store and access any amount of data for a wide range of use cases.View on Docker Hub
A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal Engine via Remote Control API. Built with TypeScript and designed for game development automation.View on Docker Hub
Unreal Engine host address. Use: host.docker.internal for local UE on Windows/Mac Docker, 127.0.0.1 for Linux without Docker, or actual IP address (e.g., 192.168.1.100) for remote UE
This MCP server exposes tools to query the NVD/CVE REST API and return formatted text results suitable for LLM consumption via the MCP protocol. It includes automatic query chunking for large date ranges and parallel processing for improved performance.View on Docker Hub
MCP server for Zerodha Kite Connect API - India’s leading stock broker trading platform. Execute trades, manage portfolios, and access real-time market data for NSE, BSE, and other Indian exchanges.View on Docker Hub
