AI Agent for YDB MCP
Seamlessly connect Large Language Models to your YDB databases using YDB MCP. Empower your AI-driven workflows with natural language access to your database, automate SQL queries, manage directories, and get real-time status updates—all with secure, flexible authentication. Unlock productivity and streamline database operations by integrating YDB MCP into your AI stack.
AI-Powered Database Operations
Enable your AI agents to interact with YDB databases effortlessly. YDB MCP provides robust tools for querying, managing, and monitoring your database using Model Context Protocol, making database tasks accessible via natural language and automation.
- Natural Language Queries.
- Run SQL queries on your YDB database using LLM-powered natural language instructions.
- Parameterized Queries.
- Execute complex parameterized SQL queries for advanced data operations with JSON parameters.
- Directory Management.
- List and describe YDB directory paths to navigate and manage your database structure with ease.
- Database Status Monitoring.
- Get real-time status checks of your YDB connection to ensure operational reliability.
Flexible Integration & Authentication
Integrate YDB MCP into your workflow using uvx, pipx, or pip, and leverage multiple authentication methods—anonymous, login/password, access token, and service account—for secure database access tailored to your needs.
- Multiple Authentication Modes.
- Choose the authentication method that fits your security requirements: anonymous, login/password, access token, or service account.
- Easy Integration.
- Install and run via uvx, pipx, or pip for seamless deployment in any Python environment.
- Secure Access.
- Maintain strict access controls and safeguard your YDB data during AI-powered operations.
Developer-Friendly & Open Source
YDB MCP is open source and designed for rapid development and custom automation. Take advantage of comprehensive Makefile commands for testing, linting, formatting, and running servers—empowering your engineering team to deliver high-quality solutions fast.
- Comprehensive Dev Tools.
- Makefile commands for building, testing, linting, and running the server simplify your development workflow.
- Open Source Flexibility.
- Leverage and contribute to an open platform, ensuring transparency and adaptability to your needs.
- Automated Testing & Linting.
- Automate quality checks with integrated testing and linting tools to maintain high code standards.
MCP INTEGRATION
Available YDB MCP Integration Tools
The following tools are available as part of the YDB MCP integration:
- ydb_query
Run a SQL query against a YDB database to retrieve or manipulate data.
- ydb_query_with_params
Run a parameterized SQL query using JSON parameters for flexible database operations.
- ydb_list_directory
List the contents of a YDB directory to explore tables and subdirectories.
- ydb_describe_path
Get detailed information about a specific YDB path, such as a table or directory.
- ydb_status
Retrieve the current status of the YDB connection for diagnostics and monitoring.
Experience Natural Language Access to YDB Databases
See how YDB MCP enables seamless, AI-powered database operations using natural language with your YDB instances. Discover easy setup, flexible authentication, and out-of-the-box tools for developers and data teams.
What is YDB
YDB is an advanced, open-source Distributed SQL Database Management System (DBMS) designed to meet the demands of modern, data-intensive applications. It unifies transactional, analytical, federated, and streaming workloads within a single platform, delivering both strict consistency and high availability. YDB is engineered for scalability and resilience, making it ideal for mission-critical applications that require robust data integrity, seamless scaling, and low latency. Its architecture supports multi-model data, AI-powered analytics, and integration with modern cloud-native environments, ensuring that organizations can build and deploy reliable, globally distributed applications.
Capabilities
What we can do with YDB
YDB offers a comprehensive suite of capabilities for developers and organizations, allowing them to leverage high-performance distributed SQL, real-time analytics, and seamless integration with AI models. Users can manage massive datasets with strong consistency, automate scaling across regions, and perform complex queries efficiently.
- Distributed SQL Database
- Store and manage structured data with ACID-compliant transactions across globally distributed clusters.
- Real-time Analytics
- Run advanced analytical queries and generate insights on live data with low latency.
- AI Integration
- Natively integrate with AI/ML models for intelligent data processing and analytics.
- High Availability & Scalability
- Automatically scale resources and ensure fault tolerance for mission-critical applications.
- Cloud-Native Deployment
- Deploy on-premises, in the cloud, or as a hybrid solution with seamless orchestration.
What is YDB
AI agents can benefit immensely from YDB’s robust distributed architecture, strong consistency, and real-time analytics. By integrating with YDB, AI agents can access and process vast amounts of structured data, ensure reliable transactions, and derive actionable insights from live data streams, making them more effective in complex decision-making scenarios.