Data & Databases MCP Servers

Database access, data processing

3,537 servers

es-mcp

40
uvx Caution 72

Wrapper for Rust MCP Elasticsearch core binary

Queue AIops

40
uvx

Governed redis + rabbitmq ops: memory/latency/backlog/churn RCA, policies. 28 tools.

Universal DB (read-only)

40
Docker

Read-only, guarded SQL access for AI agents: PostgreSQL, MySQL, ClickHouse, Oracle, SQL Server, Db2

gov-scheme-mcp

40
uvx

Model Context Protocol (MCP) server for Indian Government Schemes database

Astra DB

40
npx Auth Required

Astra DB tools for agents: schema, find, vector search, guarded writes, and interactive views.

drupal-mcp-server

40
uvx

MCP server for Drupal operations - JSON:API, GraphQL, Drush, AI-powered migration

runekaagaard/mcp-alchemy

39
Manual Caution 67

- Universal SQLAlchemy-based database integration supporting PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server and many more databases. Features schema and relationship inspection, and large dataset analysis capabilities.

410

supabase-mcp

39
Manual Caution 67

Supabase MCP server created in Python.

194

sirmews/apple-notes-mcp

39
Manual Caution 67

- Allows the AI to read from your local Apple Notes database (macOS only)

129

oracle-mcp-server

39
Manual Caution 67

MCP Server for working with large Oracle databases

122

pab1ito/chess-mcp

39
Manual

- Access Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information.

74

Dragon-Brain

39
Manual

Dragon Brain — persistent long-term memory for AI agents via MCP (Model Context Protocol). Knowledge graph (FalkorDB) + vector search (Qdrant) + CUDA GPU embeddings. Works with Claude, Gemini CLI, Cursor, Windsurf, VS Code Copilot. 30 tools, 1121 tests.

48

StacklokLabs/osv-mcp

39
Manual

- Access the OSV (Open Source Vulnerabilities) database for vulnerability information. Query vulnerabilities by package version or commit, batch query multiple packages, and get detailed vulnerability information by ID.

34

skalex

39
Manual

AI-first, zero-dependency JavaScript database. Vector search, agent memory, MCP server, and encryption built in. Node.js, Bun, Deno, browsers, and edge runtimes.

16

io.github.leejpsd/nextjs-cache-handler-mcp

39
npx

Inspect and operate Next.js Redis caches: health, tag state, SWR simulation, safe invalidation.

6

DB2TOON MCP

39
Docker

Read-only SQL database and plain-text SQL dump schema extraction to compact TOON for MCP clients.

5

SQLX

39
Docker

Run SQL on 30+ databases through saved, encrypted connections; credentials stay local.

3

JDBC MCP Server

39
Docker

Read-only SQL, plans, schema for AI agents: PostgreSQL, Oracle, SQL Server, Firebird, SQLite, JDBC

2

LiteScope

39
npx Auth Required

Operations toolchain for SQLite, Cloudflare D1 & Turso: inspect, diff, migrate, monitor & repair.

1

MCPDBWizard

39
Docker

An Oracle MCP server built from the PL/SQL, tables and statements you select. No run-sql tool

1

Maplith Bridge

39
npx

Share a folder of data files read-only over MCP, and fill it from PostgreSQL under a read-only role.

1

maplestats-mcp

39
uvx

One MCP server for Canadian open data: Statistics Canada (tables, Census, PUMF microdata), the Bank of Canada, CMHC, federal agencies and provincial and municipal open-data portals, in English and French.

1

fireproof-mcp-database-server

39
npx

MCP Server for Fireproof JSON Document Store

8/wk

ownsearch

39
npx

Text-first local document search MCP server backed by Gemini embeddings and Qdrant.

2/wk
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