Databases & Data MCP Servers

Databases & Data category — 477 MCP servers, ranked by GitHub stars.

M

mcp-victorialogs

Databases & Data
Official

MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation

★ 110 MCP Server
S

sp500-mcp-server

Databases & Data

An MCP server and Next.js web app for querying S&P 500 company data from Supabase, with tools for company info, news, officers, and SEC…

★ 109 MCP Server
D

dicom-mcp

Databases & Data

DICOM integration to query, read and move medical images and reports from PACS and other DICOM-compliant systems.

★ 108 MCP Server
S

sqlite-explorer-fastmcp-mcp-server

Databases & Data

Safe, read-only access to explore and query SQLite databases, with query validation.

★ 108 MCP Server
M

mysql-mcp-server-sse

Databases & Data

MySQL query server based on the MCP sse.Multi-level SQL risk control & injection protection Docker support for quick deployment

★ 106 MCP Server
D

dbt-doctor

Databases & Data

AI-driven quality & governance MCP Server for dbt projects. Audit coverage, profile data, detect schema drift, and auto-generate…

★ 105 MCP Server
M

mcp-gsheets

Databases & Data

MCP server for Google Sheets API — read, write, format, batch operations.

★ 105 MCP Server
H

hypequery ClickHouse

Databases & Data

Governed ClickHouse analytics for agents: named datasets and metrics as tools, never raw SQL.

★ 105 MCP Server
O

orionbelt-semantic-layer

Databases & Data

API-first semantic layer MCP server compiling YAML models into dialect-specific SQL

★ 104 MCP Server
O

ORM Lens

Databases & Data

Django and SQLAlchemy static analysis: models, relations, migrations, Alembic, N+1.

★ 100 MCP Server
N

Neo4j GDS Agent

Databases & Data

Neo4j Graph Data Science MCP server

★ 99 MCP Server
S

sqlsure

Databases & Data

Semantic SQL inspector: catches double-counting, wrong joins, PII exposure before execution.

★ 99 MCP Server
T

turbular

Databases & Data

A MCP server allowing LLM agents to easily connect and retrieve data from any database

★ 98 MCP Server
D

DBchat

Databases & Data

A powerful MCP server that lets you have natural language conversations with your database. Ask it to do complex analysis, generate…

★ 96 MCP Server
L

legion-mcp

Databases & Data

Multi-database access for PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, SQL Server, BigQuery, Oracle and SQLite.

★ 95 MCP Server
O

optuna-mcp

Databases & Data
Official

Orchestrate hyperparameter search and other optimization tasks with Optuna.

★ 91 MCP Server
O

OmniMem

Databases & Data

Self-hosted semantic memory for AI agents, served over MCP. Persistent sessions, experience scoring, a graveyard for dead ends and skills…

★ 90 MCP Server
A

anvil.el

Databases & Data

An MCP server written in Elisp — a token-efficient workbench for AI agents. Drives files, org-mode, Elisp & SQLite from any MCP client…

★ 90 MCP Server
C

ChEMBL-MCP-Server

Databases & Data

A comprehensive Model Context Protocol (MCP) server providing advanced access to the ChEMBL chemical database.

★ 89 MCP Server
A

airtable-mcp

Databases & Data

Airtable integration: query, create, update and delete records, manage bases, tables and schemas, filter records and migrate data.

★ 87 MCP Server
L

Lific

Databases & Data

Local-first, lightweight issue tracker. Single binary, SQLite-backed, MCP-native.

★ 87 MCP Server
K

keboola/mcp-server

Databases & Data
Official

Connect your AI assistants to Keboola and expose your data, transformations, SQL queries, ...

★ 85 MCP Server Requires auth
B

Backenly

Databases & Data

Postgres backend your coding agent builds over MCP; destructive actions wait for a person.

★ 83 MCP Server Requires auth
C

CogniCore

Databases & Data

Memory, reflection and safety for AI agents. Hosted or local, no vector database.

★ 83 MCP Server Requires auth
M

mcp-metabase-server

Databases & Data

A comprehensive MCP server for Metabase with 70+ tools.

★ 83 MCP Server
K

krusch-context-mcp

Databases & Data

Long-term memory for AI coding agents — remembers project rules across sessions at $0 AI cost (MCP server, SQLite/PostgreSQL). 90.26% on…

★ 83 MCP Server
C

cc-agent-brain

Databases & Data

Local-first memory engine for coding agents (Claude Code/Cursor/Codex): SQLite+FTS5 retrieval, versioned bi-temporal memories,…

★ 83 MCP Server
M

mnemiq

Databases & Data

Natural-language questions over Postgres, Oracle, Snowflake, Databricks, DuckDB and SQLite; generated SQL is validated deterministically…

★ 81 MCP Server
G

guangxiangdebizi/mysql_mcp

Databases & Data

这是一个功能强大且易用的MySQL数据库MCP(Model Context Protocol)服务器,让你的AI助手可以安全地进行完整的数据库操作,支持多数据库连接管理、增删改查、事务管理和智能回滚功能。

★ 81 MCP Server
B

brainctl

Databases & Data

A cognitive memory system for AI agents. Single SQLite file. MCP server included.

★ 78 MCP Server
S

SmartDB_MCP

Databases & Data

Connect to multiple databases at once (MySQL, PostgreSQL, SQL Server, MariaDB, Dameng, Oracle) for operations, health analysis and SQL…

★ 78 MCP Server
G

github-brain

Databases & Data

An experimental GitHub MCP server with local database.

★ 78 MCP Server
D

dati

Databases & Data

Semantic gateway that turns common databases into MCP services, enriched with business metadata and parameterized SQL tools.

★ 77 MCP Server
N

nocodb-mcp-server

Databases & Data

NocoDB database integration with read and write capabilities.

★ 76 MCP Server
Z

zaturn

Databases & Data

Link multiple data sources (SQL, CSV, Parquet and more) and analyze the data for insights and visualizations.

★ 76 MCP Server
M

Misata: synthetic data library

Databases & Data

Declarative synthetic data: multi-table data that holds the facts you declare, checked by DuckDB.

★ 76 MCP Server
D

dpflucas/mysql-mcp-server

Databases & Data

An MCP server provides read-only access to MySQL databases.

★ 75 MCP Server
R

remnus-app

Databases & Data

MCP-native open-source Notion alternative: read & write pages, databases and kanban boards.

★ 75 MCP Server Requires auth
H

hluaguo/metabase-mcp

Databases & Data

Metabase MCP server provides integration with the Metabase API, enabling LLM with MCP capabilites to directly interact with your analytics…

★ 74 MCP Server
A

appwrite/mcp

Databases & Data
Official

Build and deploy backends: auth, Postgres/MySQL/vector databases, storage, functions, hosting, CDN

★ 72 MCP Server Requires auth
D

dbtrail

Databases & Data

MySQL change tracking with instant row-level recovery and forensic attribution for compliance.

★ 71 MCP Server
S

soul

Databases & Data

Soul: The Persistent Memory Layer for Multi-Agent Systems. High-performance session orchestration with SQLite-based KV-Cache for MCP. Give…

★ 70 MCP Server
S

SynaBun

Databases & Data

Persistent memory MCP server for Claude Code, Codex and OpenCode, stored locally in SQLite

★ 70 MCP Server
P

patsnap/mcp

Databases & Data

MCP server for 200M+ patents, scientific literature, chemistry and pharma records. Search prior art and R&D intelligence powered by…

★ 70 MCP Server
D

duckdb_mcp

Databases & Data

A simple MCP server extension for DuckDB

★ 69 MCP Server
B

binja-lattice-mcp

Databases & Data

Plugin interface for remote communications with Binary Ninja database and MCP server for interfacing with LLMs.

★ 67 MCP Server
M

Memory Vault

Databases & Data

Local-first AI memory layer with hybrid search. Postgres + pgvector. Self-hosted, MIT.

★ 67 MCP Server
W

wode

Databases & Data

MSSQL database integration with schema inspection and query capabilities.

★ 67 MCP Server
Č

ČSFD

Databases & Data

Movies, TV series, creators and user ratings from ČSFD.cz, the Czech-Slovak film database

★ 66 MCP Server
M

Microsoft Access Database

Databases & Data

Read and edit Microsoft Access databases (.accdb/.mdb) - forms, VBA, tables, queries. Windows.

★ 66 MCP Server
G

go-mcp-mysql

Databases & Data

MySQL access with a configurable read-only mode and schema inspection.

★ 66 MCP Server
M

MCP Superset

Databases & Data

Apache Superset MCP server — 135+ tools for dashboards, charts, datasets, SQL Lab, and security

★ 65 MCP Server
M

metabase-mcp-server

Databases & Data

Cognition's Metabase MCP Server

★ 64 MCP Server
V

VibeRaven

Databases & Data

Check Supabase migrations for RLS and grant gaps; fixes for Supabase, Vercel, Stripe errors.

★ 64 MCP Server
J

jexinsam/mssql_mcp_server

Databases & Data

A Model Context Protocol (MCP) server facilitating secure interactions with MSSQL databases.

★ 61 MCP Server
M

mcp-neo4j-server

Databases & Data

mcp-neo4j-server

★ 59 MCP Server
T

toktoken

Databases & Data

TokToken is a fast, single-binary C codebase indexer for AI coding agents. Powered by universal-ctags and SQLite FTS5, it provides precise…

★ 59 MCP Server
A

adx-mcp-server

Databases & Data

Query and analyze Azure Data Explorer databases.

★ 59 MCP Server
M

mcp-duckdb-memory-server

Databases & Data

MCP Memory Server with DuckDB backend

★ 58 MCP Server
O

orionbelt-analytics

Databases & Data

Ontology-based MCP server for database schema analysis and RDF/OWL ontology generation

★ 58 MCP Server