Databases & Data MCP Servers
Databases & Data category — 477 MCP servers, ranked by GitHub stars.
mcp-victorialogs
MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation
sp500-mcp-server
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…
dicom-mcp
DICOM integration to query, read and move medical images and reports from PACS and other DICOM-compliant systems.
sqlite-explorer-fastmcp-mcp-server
Safe, read-only access to explore and query SQLite databases, with query validation.
mysql-mcp-server-sse
MySQL query server based on the MCP sse.Multi-level SQL risk control & injection protection Docker support for quick deployment
dbt-doctor
AI-driven quality & governance MCP Server for dbt projects. Audit coverage, profile data, detect schema drift, and auto-generate…
mcp-gsheets
MCP server for Google Sheets API — read, write, format, batch operations.
hypequery ClickHouse
Governed ClickHouse analytics for agents: named datasets and metrics as tools, never raw SQL.
orionbelt-semantic-layer
API-first semantic layer MCP server compiling YAML models into dialect-specific SQL
ORM Lens
Django and SQLAlchemy static analysis: models, relations, migrations, Alembic, N+1.
Neo4j GDS Agent
Neo4j Graph Data Science MCP server
sqlsure
Semantic SQL inspector: catches double-counting, wrong joins, PII exposure before execution.
turbular
A MCP server allowing LLM agents to easily connect and retrieve data from any database
DBchat
A powerful MCP server that lets you have natural language conversations with your database. Ask it to do complex analysis, generate…
legion-mcp
Multi-database access for PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, SQL Server, BigQuery, Oracle and SQLite.
optuna-mcp
Orchestrate hyperparameter search and other optimization tasks with Optuna.
OmniMem
Self-hosted semantic memory for AI agents, served over MCP. Persistent sessions, experience scoring, a graveyard for dead ends and skills…
anvil.el
An MCP server written in Elisp — a token-efficient workbench for AI agents. Drives files, org-mode, Elisp & SQLite from any MCP client…
ChEMBL-MCP-Server
A comprehensive Model Context Protocol (MCP) server providing advanced access to the ChEMBL chemical database.
airtable-mcp
Airtable integration: query, create, update and delete records, manage bases, tables and schemas, filter records and migrate data.
Lific
Local-first, lightweight issue tracker. Single binary, SQLite-backed, MCP-native.
keboola/mcp-server
Connect your AI assistants to Keboola and expose your data, transformations, SQL queries, ...
Backenly
Postgres backend your coding agent builds over MCP; destructive actions wait for a person.
CogniCore
Memory, reflection and safety for AI agents. Hosted or local, no vector database.
mcp-metabase-server
A comprehensive MCP server for Metabase with 70+ tools.
krusch-context-mcp
Long-term memory for AI coding agents — remembers project rules across sessions at $0 AI cost (MCP server, SQLite/PostgreSQL). 90.26% on…
cc-agent-brain
Local-first memory engine for coding agents (Claude Code/Cursor/Codex): SQLite+FTS5 retrieval, versioned bi-temporal memories,…
mnemiq
Natural-language questions over Postgres, Oracle, Snowflake, Databricks, DuckDB and SQLite; generated SQL is validated deterministically…
guangxiangdebizi/mysql_mcp
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。
brainctl
A cognitive memory system for AI agents. Single SQLite file. MCP server included.
SmartDB_MCP
Connect to multiple databases at once (MySQL, PostgreSQL, SQL Server, MariaDB, Dameng, Oracle) for operations, health analysis and SQL…
github-brain
An experimental GitHub MCP server with local database.
dati
Semantic gateway that turns common databases into MCP services, enriched with business metadata and parameterized SQL tools.
nocodb-mcp-server
NocoDB database integration with read and write capabilities.
zaturn
Link multiple data sources (SQL, CSV, Parquet and more) and analyze the data for insights and visualizations.
Misata: synthetic data library
Declarative synthetic data: multi-table data that holds the facts you declare, checked by DuckDB.
dpflucas/mysql-mcp-server
An MCP server provides read-only access to MySQL databases.
remnus-app
MCP-native open-source Notion alternative: read & write pages, databases and kanban boards.
hluaguo/metabase-mcp
Metabase MCP server provides integration with the Metabase API, enabling LLM with MCP capabilites to directly interact with your analytics…
appwrite/mcp
Build and deploy backends: auth, Postgres/MySQL/vector databases, storage, functions, hosting, CDN
dbtrail
MySQL change tracking with instant row-level recovery and forensic attribution for compliance.
soul
Soul: The Persistent Memory Layer for Multi-Agent Systems. High-performance session orchestration with SQLite-based KV-Cache for MCP. Give…
SynaBun
Persistent memory MCP server for Claude Code, Codex and OpenCode, stored locally in SQLite
patsnap/mcp
MCP server for 200M+ patents, scientific literature, chemistry and pharma records. Search prior art and R&D intelligence powered by…
duckdb_mcp
A simple MCP server extension for DuckDB
binja-lattice-mcp
Plugin interface for remote communications with Binary Ninja database and MCP server for interfacing with LLMs.
Memory Vault
Local-first AI memory layer with hybrid search. Postgres + pgvector. Self-hosted, MIT.
wode
MSSQL database integration with schema inspection and query capabilities.
ČSFD
Movies, TV series, creators and user ratings from ČSFD.cz, the Czech-Slovak film database
Microsoft Access Database
Read and edit Microsoft Access databases (.accdb/.mdb) - forms, VBA, tables, queries. Windows.
go-mcp-mysql
MySQL access with a configurable read-only mode and schema inspection.
MCP Superset
Apache Superset MCP server — 135+ tools for dashboards, charts, datasets, SQL Lab, and security
metabase-mcp-server
Cognition's Metabase MCP Server
VibeRaven
Check Supabase migrations for RLS and grant gaps; fixes for Supabase, Vercel, Stripe errors.
jexinsam/mssql_mcp_server
A Model Context Protocol (MCP) server facilitating secure interactions with MSSQL databases.
mcp-neo4j-server
mcp-neo4j-server
toktoken
TokToken is a fast, single-binary C codebase indexer for AI coding agents. Powered by universal-ctags and SQLite FTS5, it provides precise…
adx-mcp-server
Query and analyze Azure Data Explorer databases.
mcp-duckdb-memory-server
MCP Memory Server with DuckDB backend
orionbelt-analytics
Ontology-based MCP server for database schema analysis and RDF/OWL ontology generation