Data & Databases MCP Servers

Database access, data processing

3,537 servers

dbt-mcp-server

46
uvx

MCP server that exposes a dbt project's manifest.json to claude: lineage, docs coverage, and test failures in plain english.

taiwan-law-history-mcp

46
uvx

Model Context Protocol server for Taiwan law history and article scraping from Legislative Yuan database

dbatools-mcp-server

46
npx

MCP server for dbatools — exposes SQL Server management commands as MCP tools

98/wk

data-profiler-mcp

46
uvx

MCP server that profiles tabular data files (CSV, TSV, Parquet, Excel, JSON): schema, distributions, data-quality flags, and dtype suggestions for LLM agents.

@ormai/mcp

46
npx

Model Context Protocol server for OrmAI — expose database tools to AI agents via MCP

4/wk

alphafold-sovereign-mcp

46
uvx

MCP server wrapping AlphaFold DB and 8 other biomedical data sources, with a local SQLite knowledge graph.

@taraksh011/memoryhub

46
npx Caution 75

MCP server for persistent memory using Qdrant vector store

38/wk

iflow-mcp-azurecosmosdb

46
uvx Caution 72

MCP Server for Azure Cosmos DB - enables LLM agents to interact with Azure Cosmos DB for NoSQL

@gonzih/mcp-substrate

46
npx

Production infrastructure for stateful MCP servers — session stores, leader election, stdio safety, per-session auth

6/wk

iflow-mcp_csv-editor

46
uvx

MCP server for comprehensive CSV file operations with pandas-based tools

datasaudi-mcp

46
uvx

MCP server for Saudi economic & social statistics (GASTAT / DataSaudi) — query GDP, inflation, trade, population in plain English or Arabic from Claude, Cursor, and other AI clients. Keyless, no database.

aws-dynamodb-mcp-server

46
npx Caution 75

MCP server for AWS DynamoDB with fine-grained tool control

62/wk

weather-mcp-server-mariox

46
npx

MCP server for querying weather by current IP location using Open-Meteo free API

9/wk

io.github.thingery/thingery

46
npx

Open item database and MCP server for AI agents to list, find, and trade second-hand goods.

@daylight-labs/popdb-mcp

46
npx Caution 75

MCP server for PopDB schema management and development

46/wk

@adevguide/mcp-database-server

46
npx

Model Context Protocol server for unified SQL database access with schema caching and relationship discovery

19/wk

elasticsearch-client-mcp-uv

46
uvx

Lightweight MCP Server for Elasticsearch - env-based configuration

@holtweb/mcp-metabase

46
npx

MCP server for Metabase - Create dashboards and visualizations programmatically via Model Context Protocol

29/wk

datris-mcp-server

46
uvx

MCP server for AI-driven data pipeline operations — ingest, validate, transform, analyze, and query data. Tools covering ETL, AI data quality, vector search, PostgreSQL, MongoDB, Snowflake, Databricks, Kafka, S3/MinIO, HashiCorp Vault, Qdrant, Weaviate, Milvus, Chroma, pgvector.

Roar AI

46
Remote

Deploy the apps you build with AI, with databases and domains, and call 200+ AI models on one key.

@futuretea/redis-mcp-server

46
npx

Redis Model Context Protocol server

6/wk

custom-mcp-database

46
uvx

MCP server that lets AI agents run read/write queries against PostgreSQL, MySQL, MongoDB and Oracle through alias-based connections, without exposing credentials.

mes-mcp

46
uvx

MES MCP Server: expose OTD MES/WMS shop-floor and warehouse data to AI agents.

mcp-schema-audit

46
uvx

Audit recorded MCP listings for wire shapes that make clients silently reject tools. Zero dependencies.

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