AI Agent for Couchbase MCP
Seamlessly connect your Couchbase clusters to advanced LLM agents with the Couchbase MCP Server integration. Enable direct, secure, and real-time interaction between language models and your Couchbase data—including querying, CRUD operations, and schema exploration. Accelerate development and unlock the full potential of automated workflows, analytics, and smart assistants by bridging modern AI with robust NoSQL data infrastructure.
Direct LLM Access to Couchbase Data
Empower AI agents and LLMs to interact directly with Couchbase clusters via the Model Context Protocol (MCP). Effortlessly execute secure, real-time queries, retrieve and modify documents, and gain schema insights—all without custom backend coding.
- Full CRUD Operations.
- Read, update, insert, and delete Couchbase documents directly through AI agents.
- Schema & Structure Discovery.
- Query collections, list scopes, and inspect collection structures in real time.
- Secure Query Execution.
- Run SQL++ queries in read-only or write modes, with granular access control.
- Credential & Health Checks.
- Verify cluster credentials and monitor server health from within your AI workflows.
Flexible Deployment & Integration
Deploy the Couchbase MCP Server with ease—choose from PyPI, Docker, or run from source. Integrate with popular MCP clients like Claude Desktop, Cursor, and Windsurf Editor to enhance your workflow and securely expose NoSQL capabilities to modern AI tools.
- Multiple Deployment Options.
- Install via PyPI, spin up with Docker, or run directly from source for maximum flexibility.
- Client Compatibility.
- Natively integrates with Claude Desktop, Cursor, Windsurf Editor, and other MCP-compliant clients.
- Capella & On-Premise Support.
- Connect to Couchbase Capella cloud or your own managed clusters effortlessly.
Advanced Transport & Security Controls
Choose from streamable HTTP, stdio, or (legacy) SSE transport modes to fit your infrastructure and compliance needs. Control query permissions, enforce read-only modes, and manage secure connections for enterprise-grade reliability.
- Multiple Transport Modes.
- Serve via HTTP, stdio, or SSE for maximum compatibility with client environments.
- Read-Only Query Mode.
- Enforce read-only SQL++ queries at the server level to protect data integrity.
- Configurable Security.
- Environment variables and CLI options let you tune access, ports, and credentials.
MCP INTEGRATION
Available Couchbase MCP Integration Tools
The following tools are available as part of the Couchbase MCP integration:
- list_collections
Get a list of all the scopes and collections in the specified bucket.
- get_collection_structure
Retrieve the structure for a specified collection.
- get_document
Retrieve a document by ID from a specified scope and collection.
- upsert_document
Add or update a document by ID in a specified scope and collection.
- delete_document
Delete a document by ID from a specified scope and collection.
- query_sqlpp
Run a SQL++ query on a specified scope to find and filter documents.
- status
Get the status of the Couchbase MCP server.
- check_credentials
Check cluster credentials by connecting to the Couchbase cluster.
Connect LLMs Directly to Your Couchbase Cluster
Experience seamless integration of Couchbase with Model Context Protocol (MCP) servers, allowing you to query and manage your Couchbase data using natural language via leading LLM clients. Get started effortlessly with ready-to-use configurations for Claude Desktop, Cursor, and Windsurf Editor.
What is Couchbase
Couchbase is an American public software company that provides a cutting-edge, distributed NoSQL database platform. Headquartered in San Jose, California, Couchbase empowers developers and enterprises to build, deploy, and scale applications with unmatched performance, scalability, and flexibility. Its platform combines the best capabilities of relational databases—such as SQL queries and ACID transactions—with the flexibility, scalability, and performance of NoSQL. Couchbase is used for mission-critical applications across industries like finance, healthcare, retail, and gaming, enabling real-time data processing, seamless cloud integration, and high availability.
Capabilities
What we can do with Couchbase
Couchbase’s powerful NoSQL platform allows you to develop modern applications that require real-time performance, scalability, and flexible data models. With Couchbase, you can manage and analyze large volumes of data, enable seamless mobile and edge computing, and maintain high availability and reliability for critical services. Whether you’re building customer-facing web apps, processing IoT data, or running analytics, Couchbase provides the tools to deliver fast, scalable, and resilient solutions.
- Flexible Data Modeling
- Store and manage structured, semi-structured, and unstructured data with ease.
- High Performance & Low Latency
- Power applications that require real-time data access and processing.
- Cloud-Native Scalability
- Scale horizontally across on-premises or multi-cloud environments.
- Mobile & Edge Computing
- Enable offline-first mobile apps with automatic sync when reconnected.
- Integrated Analytics & Search
- Run advanced queries and full-text searches directly on your operational data.
How AI Agents Benefit from Couchbase
AI agents can leverage Couchbase’s robust NoSQL capabilities to store, access, and analyze data in real time, supporting rapid decision making and continuous learning. The platform’s scalability ensures that AI workloads—from training deep learning models to serving real-time predictions—can grow as needed. Couchbase’s built-in analytics and full-text search allow AI agents to efficiently process large, diverse datasets, while its high availability and fault tolerance maximize uptime for always-on intelligent services.