Data & Databases MCP Servers

Database access, data processing

3,311 servers

mssql-mcp-server

61
npx

MCP server for Microsoft SQL Server database access and comprehensive schema exploration using tedious. Includes enhanced stored procedure tools for complete SQL source code access.

3,017/wk

mcp-server-ooxml

61
npx

MCP server and agent skill giving AI agents offline, structured access to the ECMA-376 (Office Open XML) schema

37/wk

@mcp-apps/kusto-mcp-server

61
npx Caution 75

MCP server for interacting with Kusto databases

123/wk

@betterdb/mcp

60
npx

BetterDB MCP server - Valkey and Redis observability for Claude Code and other MCP clients

1,211 24/wk

doris-mcp-server

60
uvx

Enterprise-grade Model Context Protocol (MCP) server implementation for Apache Doris

305

io.github.argon-lab/argon

60
npx

Versioned MongoDB sandboxes for AI agents: branch, time-travel, merge, and undo over MCP.

176

runZero MCP

60
Auth Required

Every runZero query, plus a local SQLite copy of your whole attack surface that diffs over time

62

app.thoughtspot/mcp-server

60
Remote

MCP Server for ThoughtSpot - provides OAuth authentication and tools for querying data

34

io.github.giancarloerra/januscope

60
npx

Local MCP proxy for tool restrictions, response redaction, audit logs, and database schema context.

32

@boringsql/dryrun

60
npx

dryrun — PostgreSQL schema/query advisor and MCP server. npx launcher.

27 60/wk

atlas-mcp-server

59
npx Caution 65

ATLAS (Adaptive Task & Logic Automation System): An MCP server enabling LLM agents to manage projects, tasks, and knowledge via a Neo4j-backed, three-tier architecture. Facilitates complex workflow automation and project management through LLM Agents.

477 58/wk

io.github.pgEdge/postgres-mcp

59
Docker

Enterprise PostgreSQL MCP server with NL queries, hybrid search (pgvector+BM25), and web UI

243

com.dbtrail/dbtrail

59
Remote

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

65

@mcp-apps/pdf-tools-mcp-server

59
npx Caution 75

MCP server for interacting with PDF documents

27/wk

Web Metadata, Open Graph & JSON-LD Extractor

59
Remote MCP App

Open Graph, JSON-LD, canonical, robots, headings and page metadata extractor via direct x402 MCP.

Miro

58
Remote

Official Miro MCP server - Supports context to code and creating diagrams, docs, and data tables.

164

Dynoxide

58
npx

A DynamoDB emulator with an MCP server exposing 35 DynamoDB tools to coding agents.

102

mcp-server-appwrite

58
uvx Caution 67

Build and deploy application backends. Add authentication, PostgreSQL/MySQL databases, vector databases, storage, serverless functions, realtime, messaging, hosting, domains, CDN and firewall.

72

@yawlabs/redis-mcp

58
npx

Redis and Valkey MCP server, read-only by default: SCAN key exploration, TTL/memory inspection, slowlog, health, and a DBA advisor.

2 362/wk

mongodb-lens

57
npx Caution 65

MongoDB Lens: Full Featured MCP Server for MongoDB Databases

204 42/wk

DataCharter

57
uvx

Local-first, contract-governed data explorer with read-only, PII-masked query tools for AI agents.

15

ChromaDB Remote MCP Server

57
Docker Auth Required

Remote ChromaDB vector database MCP server with streamable HTTP transport

12

RE-call MCP Memory Server

57
uvx

Agent memory on your own Postgres that flags superseded facts and abstains instead of guessing.

6

@guardbee/mcp-db-gateway

57
npx

KVKK/GDPR-compliant MCP server gateway between LLMs and databases

1 586/wk
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