247 data & databases MCP servers, most popular first. The most popular is MCP Toolbox for Databases. Every listing shows its security level and install command.
| Name | Popularity | Security |
|---|---|---|
| MCP Toolbox for Databases Open-source server providing easy, fast and secure database tools. | 16.7k ★ | Low risk |
| Convex Convex database integration to introspect tables and functions and run one-off queries. | 12.7k ★ | Review before installing |
| baserow Baserow database integration: search and list tables, and create, read, update and delete rows. | 6.2k ★ | Low risk |
| vizro Create validated, maintainable data charts and dashboards with Vizro tools and templates. | 3.8k ★ | Low risk |
| postgres-mcp Postgres development and operations: performance analysis, tuning and health checks. | 3.4k ★ | Low risk |
| markdownify-mcp Convert almost any file or web content into Markdown. | 3k ★ | Low risk |
| supabase-mcp Connect to your Supabase project to manage tables, fetch config and query data. | 3k ★ | Review before installing |
| semiotic Semiotic React data visualization: suggest charts for a dataset, render validated configs to SVG, diagnose ant | 2.7k ★ | Low risk |
| mcp-server-mysql MySQL database integration with configurable access controls and schema inspection. | 2.2k ★ | Review before installing |
| mcp-server-qdrant Qdrant integration. | 1.6k ★ | Low risk |
| mysql_mcp_server MySQL database integration with configurable access controls, schema inspection and security guidelines. | 1.4k ★ | Low risk |
| jupyter-mcp-server Interact with Jupyter. | 1.3k ★ | Low risk |
| arcadedb Built into ArcadeDB, a multi-model database (graph, document, key-value, time-series, vector) with SQL, Cypher | 1.2k ★ | Low risk |
| mcp-google-sheets Create, read, update and manage spreadsheets through the Google Sheets API. | 1k ★ | Review before installing |
| mcp-neo4j Neo4j integration: run queries, use Neo4j as knowledge graph memory and manage Neo4j Aura instances. | 988 ★ | Low risk |
| mcp-clickhouse ClickHouse database integration with schema inspection and query capabilities. | 889 ★ | Low risk |
| supabase-mcp-server Execute SQL queries and explore Supabase databases. | 833 ★ | Low risk |
| dingo Data quality evaluation with Dingo: run rule-based and LLM-based evaluations and list its rules and prompts. | 758 ★ | Low risk |
| cli Built into the PlanetScale CLI: direct access to your PlanetScale databases. | 671 ★ | Low risk |
| mcp-server-neon Create and manage Postgres databases with Neon Serverless Postgres. | 654 ★ | Review before installing |
| mcp-redis Manage and search data in Redis. | 636 ★ | Low risk |
| dbt-mcp dbt integration: dbt Core and Cloud CLI, project metadata discovery, model information and semantic layer quer | 609 ★ | Low risk |
| chroma-mcp Access local and cloud Chroma instances for retrieval. | 600 ★ | Low risk |
| gateway Automatically generate APIs from database schema and data for PostgreSQL, ClickHouse, MySQL, Snowflake, BigQue | 548 ★ | Low risk |
| mcp-server-data-exploration Autonomous data exploration of CSV datasets with generated insights. | 544 ★ | Low risk |
| pgmcp Natural-language queries for any PostgreSQL database, with automatic streaming and read-only safety. | 542 ★ | Low risk |
| prometheus-mcp-server Query and analyze Prometheus, the open-source monitoring system. | 519 ★ | Low risk |
| db-mcp-server MySQL and PostgreSQL access: query execution, transaction management, schema exploration, query building and p | 468 ★ | Low risk |
| airtable-mcp-server Airtable database integration with schema inspection, read and write capabilities. | 455 ★ | Low risk |
| mcp-alchemy Access PostgreSQL, MySQL, MariaDB, SQLite, Oracle, SQL Server and more via SQLAlchemy, with schema and relatio | 421 ★ | Low risk |
| elasticsearch-mcp-server Interact with Elasticsearch. | 313 ★ | Low risk |
| mcp Snowflake: prompt Cortex Agents, query structured and unstructured data, manage objects, run SQL and query sem | 300 ★ | Review before installing |
| mcp-mongo-server MongoDB database integration. | 282 ★ | Low risk |
| mysql_mcp_server_pro MySQL CRUD plus database anomaly analysis and role-based permission control, with easily extensible custom too | 250 ★ | Low risk |
| firebase-mcp Firebase services including Auth, Firestore and Storage. | 247 ★ | Low risk |
| Claude Context Interact with Milvus and Zilliz databases. | 245 ★ | Low risk |
| xiyan_mcp_server Fetch data from databases with natural-language queries, using XiyanSQL as the text-to-SQL model. | 238 ★ | Low risk |
| mongodb-lens Full-featured MongoDB database integration. | 208 ★ | Low risk |
| microcharts Word-sized charts (sparklines, bars, bullets and more) rendered to self-contained SVG with generated alt text, | 201 ★ | Low risk |
| quarkus-mcp-servers Connect to any JDBC-compatible database to query, insert, update, delete and more. | 197 ★ | Low risk |
| operational-ontology Operational ontology reference implementation: tools generated from a typed business domain model, with rule-c | 189 ★ | Low risk |
| mcp-snowflake-server Snowflake integration with read and optional write operations, plus insight tracking. | 184 ★ | Review before installing |
| mcp-server-duckdb DuckDB database integration with schema inspection and query capabilities. | 179 ★ | Low risk |
| mongo-mcp MongoDB integration for interacting directly with databases. | 176 ★ | Low risk |
| mcp-mysql-server MySQL database integration for secure database operations. | 169 ★ | Low risk |
| mcp-confluent Confluent integration to interact with Confluent Kafka and Confluent Cloud REST APIs. | 168 ★ | Low risk |
| mcp-server-weaviate Use Weaviate collections as a knowledge base and as a chat memory store. | 162 ★ | Low risk |
| alibabacloud-tablestore-mcp-server Alibaba Cloud Tablestore: add documents and search them semantically by vectors and scalars, suited to serverl | 157 ★ | Low risk |
| mcp-bigquery-server Access and query Google BigQuery databases. | 148 ★ | Low risk |
| mcp-server-bigquery BigQuery database integration with schema inspection and query capabilities. | 131 ★ | Low risk |
| mcp-sqlite Interact with SQLite databases. | 130 ★ | Low risk |
| jupyter-notebook-mcp Interact with and control Jupyter Notebooks. | 128 ★ | Low risk |
| mcp-trino Trino integration. | 122 ★ | Low risk |
| ai-toolkit Run queries against Memgraph and access its schema. | 116 ★ | Low risk |
| chronulus-mcp Forecasting and prediction with Chronulus AI agents. | 111 ★ | Low risk |
| sqlite-explorer-fastmcp-mcp-server Safe, read-only access to explore and query SQLite databases, with query validation. | 108 ★ | Low risk |
| schemagate Selects the schema objects a SQL agent sees and returns only the tables the calling principal may read, on Pos | 104 ★ | Low risk |
| mcp-gsheets Google Sheets API integration for reading, writing, formatting and sheet management. | 104 ★ | Review before installing |
| dicom-mcp DICOM integration to query, read and move medical images and reports from PACS and other DICOM-compliant syste | 102 ★ | Low risk |
| mcp-victorialogs Integration with VictoriaLogs APIs and documentation for working with logs and debugging VictoriaLogs instance | 102 ★ | Low risk |
| legion-mcp Multi-database access for PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, SQL Server, BigQuery, Oracle an | 95 ★ | Low risk |
| django-orm-lens Static analysis of Django ORM schemas without a database: models, relationships, migration dependencies, missi | 89 ★ | Low risk |
| optuna-mcp Orchestrate hyperparameter search and other optimization tasks with Optuna. | 88 ★ | Low risk |
| airtable-mcp Airtable integration: query, create, update and delete records, manage bases, tables and schemas, filter recor | 87 ★ | Review before installing |
| keboola-mcp-server Interact with the Keboola Connection data platform: list and access data from the Keboola Storage API. | 85 ★ | Low risk |
| SmartDB_MCP Connect to multiple databases at once (MySQL, PostgreSQL, SQL Server, MariaDB, Dameng, Oracle) for operations, | 77 ★ | Low risk |
| nocodb-mcp-server NocoDB database integration with read and write capabilities. | 76 ★ | Review before installing |
| zaturn Link multiple data sources (SQL, CSV, Parquet and more) and analyze the data for insights and visualizations. | 75 ★ | Low risk |
| mcp Manage Appwrite databases, auth, users, functions, storage, messaging and more. | 73 ★ | Review before installing |
| dati Semantic gateway that turns common databases into MCP services, enriched with business metadata and parameteri | 67 ★ | Low risk |
| wode MSSQL database integration with schema inspection and query capabilities. | 66 ★ | Low risk |
| go-mcp-mysql MySQL access with a configurable read-only mode and schema inspection. | 66 ★ | Low risk |
| adx-mcp-server Query and analyze Azure Data Explorer databases. | 59 ★ | Low risk |
| mcp-superset Apache Superset: dashboards, charts, datasets, SQL Lab, security (users, roles, RLS, groups) and permissions a | 59 ★ | Low risk |
| supabase Create and manage Supabase projects and organizations. | 52 ★ | Low risk |
| mnemiq quality and maintenance score on Glama](https://glama.ai/mcp/servers/agenticfabriq/mnemiq/badges/score.svg)](h | 50 ★ | Low risk |
| mcp-databricks-server Run SQL queries, list jobs and get job status via the Databricks API. | 50 ★ | Review before installing |
| mcp-dashboards Interactive charts (bar, line, candlestick, Sankey, geo and more) and dashboards with KPI cards, drill-down, l | 50 ★ | Low risk |
| influxdb-mcp-server Run queries against the InfluxDB OSS API v2. | 46 ★ | Review before installing |
| kaggle-mcp Connect to Kaggle to download and analyze datasets. | 39 ★ | Low risk |
| influxdb3_mcp_server Interact with InfluxDB 3 Core, Enterprise and Cloud Dedicated. | 38 ★ | Low risk |
| label-studio-mcp-server Create, manage and automate Label Studio projects, tasks and predictions for data labeling workflows. | 37 ★ | Review before installing |
| mcp-server-couchbase Unified access to Couchbase Capella and self-managed clusters for document operations, SQL++ queries and natur | 34 ★ | Review before installing |
| kafka-schema-reg-mcp Kafka Schema Registry management across multiple registries, including schema migration. | 32 ★ | Review before installing |
| mcp-database-server Fireproof ledger database with multi-user sync. | 31 ★ | Low risk |
| SchemaCrawler-MCP-Server-Usage Connect to any relational database to get valid SQL and ask questions about the schema, such as what a column | 30 ★ | Low risk |
| greptimedb-mcp-server Query GreptimeDB. | 29 ★ | Low risk |
| pgtuner_mcp PostgreSQL performance tuning. | 29 ★ | Low risk |
| ydb-mcp Interact with YDB databases. | 29 ★ | Low risk |
| agrobr-mcp Brazilian agricultural data: prices, crop estimates, climate and deforestation from public sources including C | 29 ★ | Low risk |
| mcp-aiven Navigate Aiven projects and interact with PostgreSQL, Apache Kafka, ClickHouse and OpenSearch services. | 28 ★ | Review before installing |
| MCPR Connect AI agents to interactive live R sessions. | 27 ★ | Low risk |
| mcp-sqlalchemy-server Generic database (DBMS) connectivity via SQLAlchemy using pyodbc. | 25 ★ | Low risk |
| mcp-postgres-server Access PostgreSQL databases, including those behind an SSH bastion. | 24 ★ | Review before installing |
| mcp-server-tidb TiDB database integration with schema inspection and query capabilities. | 24 ★ | Low risk |
| dbconvert-streams-public Read-only SQL across PostgreSQL, MySQL, S3-compatible storage and Parquet/CSV/JSON files, with cross-source jo | 24 ★ | Low risk |
| growthbook-mcp Create and interact with GrowthBook feature flags and experiments. | 24 ★ | Low risk |
| dbt-docs-mcp dbt-core (OSS) project metadata, model and column-level lineage, and dbt documentation. | 23 ★ | Low risk |
| mcp-swiss Swiss open data: transport, weather, geodata, companies, parliament and more. | 23 ★ | Low risk |
| networkx-mcp-server Graph analysis with NetworkX: centrality algorithms, community detection, PageRank and graph visualization. | 22 ★ | Low risk |