Database Servers

Enables semantic search across multiple document collections using Qdrant vector database integration, allowing natural language queries with configurable result counts and collection tracking.

Integrates with Chatvolt's conversational platform to manage agents, datastores, and CRM workflows, enabling creation of multi-LLM chatbots with knowledge management and automated customer engagement sequences.

Integrates with Dokploy platform API for creating, updating, duplicating, and removing deployment projects, enabling teams to automate deployment workflows through AI interactions.

Integrates Claude with Salesforce, enabling natural language interactions for object management, schema exploration, data querying, and manipulation across Salesforce objects.

Enables natural language interaction with Elasticsearch databases for search functionality and index management without requiring complex query syntax or API knowledge.

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.

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.

Astra DB

Official

Integrates with Astra DB, enabling cloud-native database operations for scalable data storage and retrieval in AI applications.

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 JSON manipulation interface using JSONPath syntax for querying, transforming, and analyzing structured data across diverse datasets.

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.

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.

Hydrolix

Official

Connects to Hydrolix time-series databases through ClickHouse SQL queries with built-in safety guards and performance optimizations for analyzing large-scale log, metrics, and IoT data.

Provides a bridge to Azure Cognitive Search for executing search queries, indexing documents, and managing search indexes with filtering options

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.

Nile Database

Official

Integrates with Nile Database services to enable database operations through TypeScript-based server implementation supporting both stdio and HTTP communication modes for seamless database functionality in AI workflows.

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.

Integrates with SUPOS platform, enabling applications to leverage SUPOS services and capabilities within MCP-based workflows.

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

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

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