Best MCP servers for data analysis

Query your database in natural language

Run SQL queries on BigQuery datasets, list tables, and inspect schemas. Manage jobs, export results, and explore data warehouse resources.

Snowflake database integration with read/write capabilities and insight tracking

Query ClickHouse Cloud — run SQL, list databases and tables, explore services and backups, inspect usage, run ClickPipes.

metabase — MCP server via Smithery

duckdb — MCP server via Smithery

A universal database MCP server supporting simultaneous connections to multiple databases. It provides tools for database operations, health analysis, SQL optim

One server. All tools. A unified MCP platform that connects many apps, tools, and services behind one powerful interface—ideal for local devs or production agen

Flux AI image generation and editing (Black Forest Labs) via Ace Data Cloud API.

NanoBanana AI image generation and editing with virtual try-on and product placement in realistic scenes.

ByteDance Seedream image generation and editing via Ace Data Cloud API.

integrates with the fastmcp library to expose the full range of NebulaBlock API functionalities as accessible tools

Generate visual charts using [Apache ECharts](https://echarts.apache.org) with AI MCP dynamically.

Generate [mermaid](https://mermaid.js.org/) diagram and chart with AI MCP dynamically.

Connect with [iaptic](https://www.iaptic.com) to ask about your Customer Purchases, Transaction data and App Revenue statistics.

Statistical analysis, forecasting, and ML for business data (Shopify, Stripe, WooCommerce, eBay, GA4, Search Console). Upload a CSV or connect live data sources

Connect any Open Data to any LLM with Model Context Protocol.

Open-source customer feedback platform with built-in MCP server. Agents can search feedback, triage posts, update statuses, create and comment on posts, vote, m

An MCP server to interact with a Tinybird Workspace from any MCP client.

🐍 ☁️ 🎖️ - Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® service

Supabase MCP Server with support for SQL query execution and database exploration tools

A Model Context Protocol server for managing, monitoring, and querying data in [CockroachDB](https://cockroachlabs.com).

A general-purpose MCP server that lets AI work with multiple databases within clear boundaries. Supports PostgreSQL and MySQL today with schema discovery, sampl

Built-in MCP server for ArcadeDB, a multi-model database (graph, document, key-value, time-series, vector) with SQL, Cypher, Gremlin, and MongoDB QL support.