Database Servers

Qdrant

Official

Store and retrieve vector-based memories for AI systems.

Provides a secure, read-only bridge to MySQL databases, enabling natural language querying across multiple environments with strict validation and comprehensive error handling.

SingleStore

Official

Enables natural language interactions with SingleStore databases for executing SQL queries, managing workspaces, creating virtual environments, and handling scheduled jobs through direct database access.

Windsor

Official Remote

Interpret, explore, and extract insights from the data you’ve already integrated with Windsor.ai.

Integrates with Timeplus to enable SQL query execution and database information retrieval for real-time analytics and data exploration.

Provides direct PostgreSQL database access with query execution, schema introspection, and performance monitoring through specialized extensions like pg_stat_statements for conversational database administration and troubleshooting.

PolarDB-X

Official

Integrates with Alibaba Cloud's PolarDB-X distributed database system to provide SQL query execution, database status monitoring, and schema exploration capabilities for database administration and development workflows.

Provides read-only access to AWS DynamoDB databases, enabling natural language interactions for listing tables, scanning data, querying with conditions, and retrieving table schemas without requiring direct database credentials.

Connects AI systems to Qdrant vector database for semantic search capabilities through multiple embedding services, enabling efficient document management and similarity searches without leaving the conversation interface.

Connects to Lark Bitable for SQL-like querying of structured data, enabling table listing, schema inspection, and read operations using Lark API credentials.

Connects to PostgreSQL databases for SQL query execution, table schema inspection, and database connection management through environment-based configuration

Provides a powerful Ethereum blockchain data extraction and analysis interface using Cryo and DuckDB, enabling efficient SQL-based querying of on-chain datasets with advanced filtering capabilities.

Provides a bridge to Oracle Database, enabling dynamic table and column discovery, secure query execution, and metadata retrieval through natural language interactions for data analysts and developers.

Hologres

Official

Connects AI systems to Alibaba Cloud's Hologres databases for SQL execution, metadata retrieval, and statistics collection, enabling seamless data analysis workflows.

Provides a bridge between AI and Databricks workspaces, enabling interaction with data catalogs, schemas, tables, and SQL warehouses for direct querying and analysis of Databricks data.

Provides a bridge to InterSystems IRIS databases for executing SQL queries and managing production items through tools for database operations and system monitoring

Integrates with Salesforce to enable natural language interactions for executing queries, managing records, and automating CRM workflows.

BioMCP (Biomedical Database Integration)

Official

Integrates with biomedical databases including ClinicalTrials.gov, PubMed, and MyVariant.info to provide structured access to clinical trials, research articles, and genetic variants with intelligent data rendering and source attribution.

Automatically detects and connects to Local by Flywheel WordPress development environments by scanning running processes to find active mysqld instances and dynamically building correct connection parameters, providing reliable database access for WordPress developers without manual path configuration.

Alibaba Cloud ADB MySQL

Official

Connects to Alibaba Cloud's Adb MySQL databases for executing SQL queries, analyzing query plans, and retrieving database metadata with minimal configuration requirements

Provides a TypeScript-based server for executing Cypher queries against Neo4j graph databases via stdio transport, enabling secure and flexible database interactions for developers and data analysts.