Awesome MCP › Databases

Databases

70 projects

dolthub/dolt

Dolt is a SQL database with Git-like version control capabilities, enabling users to manage, version, and collaborate on data and schemas as easily as code in Git repositories.

⭐ 24433 Go added 2025-10-04

t8y2/dbx

DBX is a lightweight, cross-platform database client supporting over 70 databases, featuring a built-in AI assistant, MCP Server, and available as desktop, Docker, or CLI.

⭐ 19364 Rust added 2026-07-27

Canner/WrenAI

Open-source generative BI engine that exposes governed text-to-SQL, a semantic layer and dashboard generation to AI agents through an MCP server and CLI across more than twenty data sources.

⭐ 17625 Python added 2026-08-10

googleapis/mcp-toolbox

MCP Toolbox for Databases is an open-source Model Context Protocol (MCP) server that connects AI agents, IDEs, and applications directly to enterprise databases, offering both pre-built and custom ...

⭐ 16391 Go added 2026-04-13

makenotion/notion-mcp-server

The Notion MCP Server is an official MCP server implementation that enables secure, programmatic interaction with Notion content through MCP commands, optimized for AI agents and supporting multiple deployment options.

⭐ 4632 TypeScript added 2025-05-14

bytebase/dbhub

DBHub is a universal database gateway implementing the Model Context Protocol (MCP) server interface, enabling MCP clients to connect to and explore multiple database systems including MySQL, PostgreSQL, Oracle, SQL Server, MariaDB, and SQLite.

⭐ 3506 TypeScript added 2025-03-24

crystaldba/postgres-mcp

Postgres MCP Pro is an open-source Model Context Protocol server for PostgreSQL that provides advanced database health monitoring, index tuning, query plan analysis, and safe SQL execution to support AI agents and developers throughout the application lifecycle.

⭐ 3295 Python added 2025-05-06

supabase-community/supabase-mcp

Supabase MCP Server connects Supabase projects to AI assistants using the Model Context Protocol, enabling LLMs to manage and query Supabase resources.

⭐ 2906 TypeScript added 2025-05-06

benborla/mcp-server-mysql

mcp-server-mysql is a Model Context Protocol server that provides secure, read-only access to MySQL databases, enabling large language models to inspect schemas and execute SQL queries efficiently.

⭐ 2119 TypeScript added 2025-05-06

chatmcp/mcpso

A directory platform for discovering and exploring Awesome MCP Servers, supporting the MCP ecosystem through server discovery and community engagement.

⭐ 2105 TypeScript added 2025-05-06

timescale/pg-aiguide

pg-aiguide is an MCP server and Claude plugin that enhances AI coding tools by providing version-aware PostgreSQL expertise, semantic search, and best practices to generate better, modern, and maintainable PostgreSQL code.

⭐ 1835 Python added 2026-01-04

julien040/anyquery

Anyquery is an extensible SQL query engine that enables querying diverse data sources and applications with SQL and connects to large language models using the Model Context Protocol (MCP).

⭐ 1774 Go added 2025-04-09

qdrant/mcp-server-qdrant

mcp-server-qdrant is an official Model Context Protocol server implementation for Qdrant that enables semantic memory management and integration with LLM applications through vector search.

⭐ 1527 Python added 2025-04-09

designcomputer/mysql_mcp_server

MySQL MCP Server is a Model Context Protocol implementation that enables secure and structured interaction between AI applications and MySQL databases through a controlled server interface.

⭐ 1389 Python

mongodb-js/mongodb-mcp-server

mongodb-js/mongodb-mcp-server is a Model Context Protocol server enabling standardized interaction and management of MongoDB databases and MongoDB Atlas clusters through MCP tools.

⭐ 1128 TypeScript added 2025-05-14

neo4j-contrib/mcp-neo4j

This project implements the Model Context Protocol (MCP) for Neo4j, enabling natural language interaction with Neo4j graph databases and cloud services through various MCP clients.

⭐ 982 Python added 2025-04-13

suekou/mcp-notion-server

Notion MCP Server is an MCP server that enables large language models to efficiently interact with Notion workspaces by converting content to Markdown to optimize token usage.

⭐ 921 TypeScript added 2025-05-06

ClickHouse/mcp-clickhouse

ClickHouse MCP Server is an MCP protocol implementation that enables secure, read-only SQL querying and database exploration for ClickHouse clusters, integrated with Claude Desktop and supporting local and cloud deployments.

⭐ 871 Python added 2025-05-06

kruskal-labs/toolfront

ToolFront is a project that enables AI agents to seamlessly connect with and learn from big data sources through the Model Context Protocol, enhancing AI's ability to query and understand large databases and APIs efficiently.

⭐ 870 Python added 2025-07-05

alexander-zuev/supabase-mcp-server

An open-source MCP server for Supabase enabling safe SQL query execution, schema management, and Supabase API integration via a chat interface.

⭐ 830 Python added 2025-05-06

elastic/mcp-server-elasticsearch

Elasticsearch MCP Server is an experimental project that connects Elasticsearch data to MCP Clients, enabling natural language interaction with Elasticsearch indices and search capabilities through the Model Context Protocol.

⭐ 713 JavaScript added 2025-04-09

Canner/wren-engine

Wren Engine is a semantic engine for Model Context Protocol (MCP) clients and AI agents that enables precise, context-aware access to enterprise business data with governance and interoperability.

⭐ 663 Java added 2025-04-09

neondatabase/mcp-server-neon

Neon MCP Server is an open-source MCP server that enables natural language interaction with Neon Postgres databases, translating conversational commands into API calls for seamless database management.

⭐ 642 TypeScript added 2025-10-04

genomoncology/biomcp

BioMCP is an open-source toolkit implementing the Model Context Protocol to connect AI systems with authoritative biomedical data sources, enabling precise and in-depth answers about clinical trials, scientific literature, and genomic variants.

⭐ 630 Python added 2025-05-06

redis/mcp-redis

The Redis MCP Server is a natural language interface MCP Server that enables AI-driven applications to efficiently manage and search data in Redis using the Model Content Protocol.

⭐ 622 Python added 2025-05-06

dbt-labs/dbt-mcp

dbt-labs/dbt-mcp is an MCP server that enables standardized interaction with dbt, facilitating data model management and querying through the Model Context Protocol.

⭐ 603 Python added 2025-05-06

chroma-core/chroma-mcp

Chroma MCP Server is an implementation of the Model Context Protocol that provides advanced database capabilities for managing and retrieving contextual data collections in LLM applications using Chroma.

⭐ 593 Python added 2025-05-06

centralmind/gateway

CentralMind Gateway is a universal MCP server that automatically generates secure, AI-optimized APIs for structured databases, enabling seamless integration with AI agents and LLMs via MCP and OpenAPI protocols.

⭐ 548 Go added 2025-03-09

subnetmarco/pgmcp

PGMCP is an MCP server that enables natural language querying of any PostgreSQL database through AI assistants, providing secure, read-only access with automatic streaming and robust error handling.

⭐ 540 Go added 2025-10-04

motherduckdb/mcp-server-motherduck

MotherDuck's DuckDB MCP Server is an MCP server implementation that enables SQL analytics on DuckDB and MotherDuck databases, providing seamless data querying capabilities to AI Assistants and IDEs through the Model Context Protocol.

⭐ 521 Python added 2025-05-14

domdomegg/airtable-mcp-server

A Model Context Protocol server that enables AI systems to read, write, and manage Airtable databases by providing schema inspection and record manipulation capabilities.

⭐ 456 TypeScript added 2025-05-06

FreePeak/db-mcp-server

FreePeak/db-mcp-server is a multi-database server implementing the Model Context Protocol (MCP) to enable AI assistants to access and manage multiple databases through a unified and structured interface.

⭐ 423 Go added 2025-05-06

runekaagaard/mcp-alchemy

MCP Alchemy is an MCP server that enables large language models like Claude Desktop to access, understand, and interact with various relational databases through SQL queries and schema exploration.

⭐ 419 Python added 2025-05-06

blurrah/mcp-graphql

mcp-graphql is an MCP server that enables large language models to dynamically interact with GraphQL APIs through schema introspection and query execution.

⭐ 406 TypeScript added 2025-04-09

executeautomation/mcp-database-server

MCP Database Server is an MCP server that enables database connectivity and operations for SQLite, SQL Server, PostgreSQL, and MySQL databases within the Model Context Protocol framework.

⭐ 380 TypeScript added 2025-10-21

apache/doris-mcp-server

Apache Doris MCP Server is a backend service implementing the Model Context Protocol to enable secure, scalable, and efficient interaction with Apache Doris databases, featuring advanced authentication, query execution, and metadata management capabilities.

⭐ 344 Python added 2025-10-21

Azure-Samples/SQL-AI-samples

A comprehensive repository of samples demonstrating AI application development using Azure SQL Database, including a Model Context Protocol (MCP) server implementation for MSSQL databases.

⭐ 331 HTML added 2025-10-21

cr7258/elasticsearch-mcp-server

An MCP server implementation enabling interaction with Elasticsearch and OpenSearch clusters for document search, index analysis, and cluster management through natural language commands and APIs.

⭐ 307 Python added 2025-05-06

kiliczsh/mcp-mongo-server

MCP MongoDB Server is a Model Context Protocol server that enables large language models to interact with MongoDB databases by providing schema inspection and execution of MongoDB operations through a standardized interface.

⭐ 283 TypeScript added 2025-03-20

wenb1n-dev/mysql_mcp_server_pro

mcp_mysql_server_pro is a MySQL Model Context Protocol server that supports CRUD operations, database anomaly analysis, permission control, and extensible custom tools, operating in multiple MCP transfer modes including SSE and STDIO.

⭐ 248 Python added 2025-05-06

gannonh/firebase-mcp

Firebase MCP is an MCP server enabling AI assistants to interact with Firebase services like Firestore, Storage, and Authentication through the Model Context Protocol.

⭐ 248 TypeScript added 2025-05-06

zilliztech/mcp-server-milvus

MCP Server for Milvus is an implementation of the Model Context Protocol that enables LLM applications to seamlessly interact with the Milvus vector database for advanced search and data management capabilities.

⭐ 243 Python added 2025-05-06

XGenerationLab/xiyan_mcp_server

XiYan MCP Server is an MCP server that enables natural language queries to databases by converting text inputs into SQL using state-of-the-art models like XiYan-SQL, supporting both remote and local deployment modes.

⭐ 240 Python added 2025-04-09

danhilse/notion_mcp

A simple MCP server integration that enables managing a personal Notion todo list through Claude with basic task management features.

⭐ 209 Python added 2025-05-06

furey/mongodb-lens

MongoDB Lens is a full-featured local Model Context Protocol server that enables natural language interaction with MongoDB databases using large language models for querying, aggregation, optimization, and management.

⭐ 207 JavaScript added 2025-04-09

MariaDB/mcp

Official MariaDB MCP server in Python that exposes schema inspection, read-only SQL execution and optional embedding-backed vector store tools over MariaDB VECTOR columns.

⭐ 202 Python

meilisearch/meilisearch-mcp

Official Python MCP server for Meilisearch that lets any MCP client manage indices and documents, run search queries, adjust settings, handle API keys and monitor tasks and instance health.

⭐ 195 Python added 2025-05-14

StarRocks/mcp-server-starrocks

Official StarRocks MCP server in Python that runs SELECT and DDL/DML SQL, exposes database and schema resources, produces table and database overviews, and renders Plotly charts from query results.

⭐ 187 Python added 2025-05-14

isaacwasserman/mcp-snowflake-server

MCP server for Snowflake offering read-only SELECT queries, opt-in write and DDL tools, schema discovery across databases and schemas, and an aggregated insights memo resource.

⭐ 186 Python added 2025-05-06

ktanaka101/mcp-server-duckdb

Python MCP server for DuckDB that exposes a single query tool accepting any valid DuckDB SQL, with an optional read-only mode that blocks writes through DuckDB native protection.

⭐ 178 Python added 2025-03-09

QuantGeekDev/mongo-mcp

mongo-mcp is a Model Context Protocol server that enables large language models to interact with MongoDB databases through natural language commands, supporting querying, schema inspection, and data management.

⭐ 175 TypeScript added 2025-05-06

f4ww4z/mcp-mysql-server

JavaScript MCP server for MySQL that lets a model connect to a database and run SELECT queries, INSERT, UPDATE and DELETE statements, list tables and describe table structure.

⭐ 168 JavaScript added 2025-05-06

weaviate/mcp-server-weaviate

Weaviate MCP Server integrates Model Context Protocol functionalities into the Weaviate vector search environment to enable context-aware data insertion and hybrid search capabilities.

⭐ 161 Python added 2025-05-06

call518/MCP-PostgreSQL-Ops

Read-only Python MCP server for PostgreSQL operations that answers natural-language questions about slow queries, table bloat, locks, replication and vacuum activity across PostgreSQL 12 to 18.

⭐ 161 Python

Aaronontheweb/mssql-mcp

A .NET Model Context Protocol server for Microsoft SQL Server that gives agents schema discovery and full SQL execution through three tools, configured by a single connection string and shipped as a container.

⭐ 157 C#

sirmews/mcp-pinecone

mcp-pinecone is an MCP server enabling semantic search and document management on a Pinecone vector database for MCP clients like Claude Desktop.

⭐ 149 Python added 2025-05-06

opensearch-project/opensearch-mcp-server-py

The OpenSearch project's own MCP server, letting AI assistants search indices, read mappings and manage shards over stdio or streaming HTTP transports.

⭐ 149 Python

ergut/mcp-bigquery-server

MCP server for read-only BigQuery access that permits only SELECT statements validated by a dry run, caps bytes billed, and blocks configured or auto-discovered sensitive columns from reaching the model.

⭐ 147 JavaScript added 2025-05-06

LucasHild/mcp-server-bigquery

MCP server that connects LLMs to Google BigQuery, letting them inspect dataset schemas, list and describe tables, and run SQL queries in the BigQuery dialect.

⭐ 130 Python added 2025-05-06

jparkerweb/mcp-sqlite

An MCP server providing SQLite database access with full CRUD operations, schema introspection and arbitrary SQL execution against a database file given on the command line.

⭐ 127 JavaScript added 2025-05-06

tuannvm/mcp-trino

An MCP server for the Trino distributed SQL engine, written in Go, exposing catalogue, schema and query tools to AI clients.

⭐ 120 Go added 2025-05-06

memgraph/ai-toolkit

Memgraph's toolkit for building graph-powered AI applications, containing an MCP server for the database alongside LangChain integration and agent implementations.

⭐ 112 Python

oceanbase/awesome-oceanbase-mcp

OceanBase's own collection of MCP servers for its distributed database and surrounding ecosystem tools, in Python and TypeScript.

⭐ 109 Python

hannesrudolph/sqlite-explorer-fastmcp-mcp-server

FastMCP-based Python MCP server giving read-only access to a SQLite database, with validated SELECT queries, parameter binding, row limits, table listing and schema inspection.

⭐ 107 Python added 2025-05-06

TheRaLabs/legion-mcp

A Python MCP server that queries PostgreSQL, MySQL, SQL Server and other databases through one interface, discovering schemas automatically.

⭐ 94 Python added 2025-05-06

rashidazarang/airtable-mcp

An MCP server for Airtable with full record CRUD, schema management, comments, webhooks and batch operations.

⭐ 87 Python added 2025-05-06

keboola/mcp-server

An open-source MCP server that exposes a Keboola data platform project to AI clients, turning storage tables, SQL transformations, components, jobs, flows and metadata into callable tools.

⭐ 86 Python added 2025-05-06

edwinbernadus/nocodb-mcp-server

MCP server for NocoDB that performs create, read, update and delete operations on tables and records, including bulk changes, column management and table creation from JSON.

⭐ 76 JavaScript added 2025-05-06

Couchbase-Ecosystem/mcp-server-couchbase

Self-hosted MCP server for Couchbase that gives agents cluster health, schema discovery, key-value and query tools against Capella or self-managed clusters, with read-only mode and per-tool disabling.

⭐ 34 Python added 2025-05-06

c4pt0r/mcp-server-tidb

Python MCP server for TiDB Serverless that connects an assistant to a TiDB Cloud cluster using host, port, credentials and database name supplied through environment variables or a .env file.

⭐ 24 Python added 2025-05-06