Aggregators
Servers for accessing many apps and tools through a single MCP server.
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Art & Culture
Access and explore art collections, cultural heritage, and museum databases. Enables AI models...
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Browser Automation
Web content access and automation capabilities. Enables searching, scraping, and processing web...
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Cloud Platforms
Cloud platform service integration. Enables management and interaction with cloud infrastructure...
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Code Execution
Code execution servers. Allow LLMs to execute code in a secure environment, e.g. for coding agents.
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Coding Agents
Full coding agents that enable LLMs to read, edit, and execute code and solve general...
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Command Line
Run commands, capture output and otherwise interact with shells and command line tools.
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Communication
Integration with communication platforms for message management and channel operations. Enables...
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Customer Data Platforms
Provides access to customer profiles inside of customer data platforms
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Data Platforms
Data Platforms for data integration, transformation and pipeline orchestration.
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Data Science Tools
Integrations and tools designed to simplify data exploration, analysis and enhance data science...
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Databases
Secure database access with schema inspection capabilities. Enables querying and analyzing data...
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Developer Tools
Tools and integrations that enhance the development workflow and environment management.
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Embedded System
Provides access to documentation and shortcuts for working on embedded devices.
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File Systems
Provides direct access to local file systems with configurable permissions. Enables AI models to...
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Finance & Fintech
Financial data access and analysis tools. Enables AI models to work with market data, trading...
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Gaming
Integration with gaming related data, game engines, and services
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Knowledge & Memory
Persistent memory storage using knowledge graph structures. Enables AI models to maintain and...
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Location Services
Location-based services and mapping tools. Enables AI models to work with geographic data,...
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Marketing
Tools for creating and editing marketing content, working with web meta data, product...
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Monitoring
Access and analyze application monitoring data. Enables AI models to review error reports and...
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Multimedia Process
Provides the ability to handle multimedia, such as audio and video editing, playback, format...
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Other Tools and Integrations
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Search & Data Extraction
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Security
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Sports
Tools for accessing sports-related data, results, and statistics.
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Support & Service Management
Tools for managing customer support, IT service management, and helpdesk operations.
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Text-to-Speech
Tools for converting text-to-speech and vice-versa
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Translation Services
Translation tools and services to enable AI assistants to translate content between different languages.
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Travel & Transportation
Access to travel and transportation information. Enables querying schedules, routes, and...
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Version Control
Interact with Git repositories and version control platforms. Enables repository management,...
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