Best Databases & Data Stores MCP Servers

Query and manage databases: Postgres, MySQL, SQL Server, MongoDB, Redis, SQLite, graph databases like Neo4j, and vector stores like Weaviate, Pinecone, Qdrant or Chroma used as a database rather than as agent memory.

Compare the top Databases & Data Stores MCP servers

MCP server	What it connects to	Type
Zero-Vector v3	Zero-Vector v3 acts like a sophisticated long-term brain for AI assistants and digital personas. In simple terms, it prevents an	Open Source
Victoriametrics Mcp Server	MCP Server	Open Source
YugabyteDB MCP Server	The YugabyteDB MCP Server acts as a bridge between artificial intelligence and a YugabyteDB database, allowing AI models to "talk"	Open Source
Movies MCP Server	A comprehensive movie database server supporting advanced search, CRUD operations, and image management via a PostgreSQL database.	Unknown
ODBC Server via PyODBC	An MCP server for connecting to databases like Virtuoso using ODBC drivers via pyodbc.	Open Source
MongoDB MCP Server	An MCP server providing tools and prompts for interacting with a MongoDB database.	Unknown
Salesforce Einstein by CData	A read-only MCP server for querying live Salesforce Einstein data using a CData JDBC driver.	Unknown
RewindDB	Interface with the Rewind.ai SQLite database to access audio transcripts and screen OCR data.	Unknown
YouTube Data MCP	The YouTube Data MCP acts as a smart bridge between AI models and the vast library of content on YouTube.	Open Source
Zero-Vector MCP	Zero-Vector MCP acts like a high-powered digital brain for AI assistants, giving them the ability to remember past conversations and	Unknown

Meta MCP Server — An MCP server for intelligent tool routing, using a Qdrant vector database and LM Studio for embeddings.
Meilisearch — Interact & query with Meilisearch (Full-text & semantic search API)
Mem0 MCP — Integrates with Mem0.ai to provide persistent memory capabilities for LLMs, supporting cloud, Supabase, and local storage.
Memento MCP — A scalable knowledge graph memory system for LLMs with semantic retrieval and temporal awareness, using Neo4j as a backend.
MCPJungle — A self-hosted MCP Server registry for private AI agents, supporting both PostgreSQL and SQLite databases.
MCP-MySQL-Ops — You are working with the MCP MySQL Operations Server, a powerful tool that provides comprehensive MySQL database monitoring and analysis capabilities through natural language queries.…
MCP-PostgreSQL-Ops — MCP-PostgreSQL-Ops is a professional MCP server for PostgreSQL database operations, monitoring, and management. Supports PostgreSQL 12-17 with comprehensive database analysis, performance monitoring, and intelligent maintenance…
MCP ZepAi Server — A server for Zep, a long-term memory store for AI applications, requiring a ZEP_API_KEY for access.
MCP Variance Log — Logs statistical variations and unusual events in conversation structures to a SQLite database.
MCP Vertica — A server for managing and querying Vertica databases, including connection, schema, and security management.
MCP Trino Server — Integrates with Trino and Iceberg for advanced data exploration, querying, and table maintenance.
MCP Toolbox for Databases — Open source MCP server specializing in easy, fast, and secure tools for Databases.
MCP Qdrant Codebase Embeddings — Uses Qdrant vector embeddings to understand semantic relationships in codebases.
MCP RAG — A managed Retrieval-Augmented Generation (RAG) server using MCP, integrated with knowledge bases and OpenSearch.
MCP RAN POC — An MCP server for querying databases and managing Kubernetes clusters.
MCP Postgres Query Server — An MCP server for querying a PostgreSQL database in read-only mode.
MCP ODBC Server — Access ODBC-accessible data sources using a configured Data Source Name (DSN).
MCP Oracle Database Server — A server for full integration with Oracle Database. Requires Oracle Instant Client libraries.
MCP PGVector Server — Provides semantic search capabilities for PostgreSQL databases using the pgvector extension, with support for multiple embedding providers.
MCP PostgreSQL Server — A server that enables AI models to interact with PostgreSQL databases through a standardized interface.
MCP Oracle Server — A server that provides tools to interact with an Oracle database.
MCP OAuth Sample — A sample MCP OAuth server implementation using Next.js, providing OAuth 2.1 authentication with Google and PostgreSQL.
MCP Memory libSQL — A persistent memory system for MCP using libSQL, providing vector search and efficient knowledge storage.
MCP MySQL Server — An MCP server based on Spring AI that executes arbitrary SQL queries against a configured MySQL database.