Best MCP Servers for Databases & Data
50 servers
MCP servers for databases, data warehouses, vector stores, and data analytics platforms.
PostgreSQL
Read-only database access with schema inspection
Tools
Resources
Official
79.5K stars
Sqlite
Database interaction and business intelligence capabilities
Tools
Resources
Official
79.5K stars
Supabase
Interact with Supabase: Create tables, query data, deploy edge functions, manage auth, storage, and more.
Tools
Resources
Official
2.5K stars
Qdrant
Implement semantic memory layer on top of the Qdrant vector search engine
Tools
Resources
Official
1.2K stars
MySQL
MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines.
Tools
Community
1.1K stars
Neo4j GDS
Neo4j graph data science server with comprehensive graph algorithms for complex graph reasoning and Q&A.
Tools
Official
911 stars
QGIS MCO
QGISMCP connects QGIS to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control QGIS
Tools
Community
800 stars
Elasticsearch
MCP server implementation that provides Elasticsearch interaction
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Resources
Community
615 stars
Apache Doris
MCP server for Apache Doris, an MPP-based real-time data warehouse for high-performance analytics.
Tools
Official
257 stars
DuckDB
Analytical SQL database integration with schema inspection and high-performance local query capabilities for data analysis.
Tools
Resources
Community
173 stars
BigQuery
Google BigQuery integration for read-only SQL queries, schema exploration, and large-scale data warehouse analytics.
Tools
Resources
Community
123 stars
Teradata
Multi-task data analytics on the Teradata enterprise analytics platform with SQL query generation and execution.
Tools
Resources
Official
41 stars
Redis Cloud
Manage Redis Cloud resources. Create databases, monitor subscriptions, and configure cloud deployments with natural language.
Tools
Prompts
Official
39 stars
Weaviate
MCP server for Weaviate vector database interactions and semantic search.
Tools
Resources
Community
38 stars
Apache IoTDB
MCP server for Apache IoTDB database for IoT time-series data management and its associated tools.
Tools
Prompts
Official
34 stars
Apache IoTDB Tools
Extended tooling for Apache IoTDB time-series database management and data pipeline operations.
Tools
Prompts
Official
34 stars
InfluxDB
MCP proxy server for querying InfluxDB time-series databases for monitoring, IoT, and observability data.
Tools
Resources
Community
31 stars
Couchbase
Unified access to Couchbase Capella cloud and self-managed clusters for document operations, SQL++ queries, and data analysis.
Tools
Prompts
Official
27 stars
GreptimeDB
Cloud-native unified observability database for metrics, logs, and events supporting SQL and PromQL queries.
Tools
Official
26 stars
Turso
Edge SQLite database powered by libSQL. Create, query, and manage Turso databases with embedded replicas at the edge.
Tools
Resources
Prompts
Official
22 stars
Trino
Query and access data from Trino distributed SQL clusters for federated data analytics across multiple sources.
Tools
Resources
Community
18 stars
Alation
Unlock enterprise data catalog capabilities for data discovery, governance, and lineage tracking with Alation.
Tools
Official
17 stars
Memgraph
Memgraph graph database integration including tools to run queries and a schema resource for graph data exploration.
Tools
Community
15 stars
Apache Pinot
Run real-time analytics queries on Apache Pinot, an OLAP database built for high-throughput, low-latency applications.
Tools
Community
14 stars
Powerdrill
Interact with Powerdrill datasets for smart AI-driven data analysis, insights generation, and business intelligence.
Tools
Official
12 stars
Aiven
Navigate Aiven projects and interact with managed PostgreSQL, Apache Kafka, ClickHouse, and OpenSearch services.
Tools
Resources
Prompts
Official
12 stars
Kuzu
Inspect database schemas and execute queries on Kuzu graph databases. Enables LLMs to explore and analyze graph-structured data.
Tools
Community
10 stars
MSSQL
Microsoft SQL Server integration with AST-based query validation, read-only safety, schema exploration, and DBA toolkit.
Tools
Resources
Community
8 stars
MariaDB
Read-only access to MariaDB databases for secure querying and schema exploration through natural language.
Tools
Resources
Community
5 stars
CData
Connect to 300+ data sources through CData JDBC drivers for universal database querying with natural language.
Tools
Resources
Official
4 stars
TiDB
TiDB serverless distributed SQL database integration with read/write capabilities for cloud-native applications.
Tools
Community
3 stars
Alkemi
Query Snowflake, Google BigQuery, and DataBricks Data Products through the Alkemi.ai unified analytics platform.
Tools
Resources
Official
2 stars
MongoDB Atlas
Access the MongoDB Atlas API for managing clusters, databases, users, and cloud database infrastructure programmatically.
Tools
Community
1 stars
Axiom
Query and analyze your Axiom logs, traces, and all other event data in natural language
Tools
Resources
Official
Chroma
Vector database server for semantic document search and metadata filtering, built on Chroma
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Resources
Community
Airtable
Read and write access to Airtable databases, with schema inspection
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Resources
Community
Pinecone
MCP server for searching and uploading records to Pinecone. Allows for simple RAG features, leveraging Pinecone's Inference API
Tools
Resources
Community
Redis
Redis database operations and caching microservice server with support for key-value operations, expiration management, and pattern-based key listing
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Resources
Community
Meilisearch
Interact & query with Meilisearch (Full-text & semantic search API)
Tools
Resources
Official
Neo4j
Neo4j graph database server (schema + read/write-cypher) and separate graph database backed memory
Tools
Resources
Official
Grafana
Search dashboards, investigate incidents and query datasources in your Grafana instance
Tools
Resources
Official
ArangoDB
MCP Server that provides database interaction capabilities through ArangoDB
Tools
Resources
Community
Frequently Asked Questions
What are MCP servers for databases & data?▼
MCP (Model Context Protocol) servers for databases & data allow AI applications like Claude Desktop, Cursor, and other AI clients to interact with databases & data tools and services. They expose tools, resources, and prompts through the standardized MCP protocol.
How many databases & data MCP servers are available?▼
There are currently 50 databases & data MCP servers listed in the MCP Server Spot directory. This number grows as the community builds and submits new servers.
How do I install a databases & data MCP server?▼
Most MCP servers can be installed via npm (npx) or pip (uvx). Click on any server to see its specific installation instructions and configuration snippets for your AI client.
Which AI clients support databases & data MCP servers?▼
Databases & Data MCP servers work with any MCP-compatible AI client, including Claude Desktop, Cursor, Windsurf, VS Code, and Zed. Each server's detail page shows verified compatible clients.