Top MCP servers for Data Analysis & Visualization in 2026

CoinStats

coinstatshq

Provides real-time cryptocurrency market data, portfolio tracking, and news through direct access to the CoinStats API for retrieving coin information, market trends, wallet balances, and exchange integrations.

Vizro

mckinsey

Enables creation and validation of data visualization dashboards through natural language by generating chart code, validating configurations, and producing interactive Vizro visualizations with PyCafe preview links.

Atlan Data Catalog

atlanhq

Provides a bridge between AI agents and Atlan data catalog services for searching, retrieving, traversing lineage, and updating asset metadata through the pyatlan SDK

Cloudflare DNS Analytics

cloudflare

Integrates tools powered by the Cloudflare DNS Analytics API to provide insights on DNS analytics and optimization.

ClickHouse

clickhouse

Integrates with ClickHouse to enable natural language querying and exploration of large datasets while maintaining read-only safeguards.

Hubble AI (Solana)

hubblevision

Provides a bridge to Solana blockchain data through natural language queries, enabling analytics searches, chart generation, and image downloads for visualizing transaction patterns, price movements, and token distributions.

Chronulus AI Forecasting

chronulusai

Integrates with Chronulus AI's forecasting API to enable time series analysis, prediction generation, and visualization of forecasting data through natural language commands.