Database Management MCP Servers

1Panel

28,503

Simplifies Linux server management through an intuitive web interface and MCP Server.

MindsDB

27,969

Build AI applications that can learn and answer questions over large-scale federated data sources using a federated query engine.

txtai

10,942

Enables semantic search, LLM orchestration, and language model workflows with an all-in-one embeddings database.

Graphiti

9,157

Builds and queries temporally-aware knowledge graphs tailored for AI agents operating in dynamic environments.

Convex

4,340

Provides a reactive database backend designed for web app developers to fetch data and perform business logic with strong consistency using TypeScript.

Cognee

2,148

Provides a reliable memory layer for AI applications and AI agents, enhancing response accuracy and reducing hallucinations.

Supabase

1,447

Connects Supabase projects to AI assistants via the Model Context Protocol (MCP).

Genai Toolbox

985

Streamlines the integration of GenAI tools with databases by handling complexities like connection pooling and authentication.

Devdb

905

Auto-loads databases in VS Code and provides affordances to aid development and debugging.

Xata Agent

759

Monitors PostgreSQL databases, finds root causes of issues, and suggests fixes and improvements.

Supabase Query

703

Enables end-to-end Supabase database management via a chat interface, including query execution and management API support.

Qdrant

580

Connects language models to a Qdrant vector database for storing and retrieving information.

MySQL

508

Enables secure interaction with MySQL databases through a Model Context Protocol (MCP) server.

Dbhub

469

Provides a universal database gateway implementing the Model Context Protocol (MCP) server interface.

Pg-Mcp

448

Exposes PostgreSQL databases to AI agents via the Model Context Protocol, offering rich schema discovery and query capabilities.

OpenSearch Python Client

404

Enables interaction with OpenSearch clusters using Python.

MySQL

379

Enables LLMs to inspect MySQL database schemas and execute read-only queries.

Gateway

342

Exposes databases to AI agents and LLM-powered applications via MCP or OpenAPI 3.1 protocols.

Neo4j

313

Enables natural language interaction with Neo4j databases and Aura accounts using the Model Context Protocol.

Memory Service

296

Provides semantic memory and persistent storage capabilities for Claude using ChromaDB and sentence transformers.