> Data & Analytics MCP Servers & Apps

Customer retention heatmap for analyzing user cohorts over time

SaaS business projections and financial scenario modeling

Interactive budget allocation tool for financial planning

Scatter chart with clustering for customer segmentation analysis

Connect AI to Jupyter Notebooks for real-time data science workflows

Fetch, analyze, and visualize data from Snowflake, BigQuery, Redshift, Databricks

Claude AI control of Jupyter Notebooks for code execution and visualization

Connect to data, AI tools, agents and Databricks platform

PostHog product analytics and feature flags

Natural language Excel interaction with reading, analyzing, and visualizing capabilities

Data exploration and visualization platform with interactive dashboards

Search, analyze, and query charts, dashboards, experiments, feature flags, metrics

Segment customer data platform integration

Apache Airflow workflow management

Airbyte data integration platform

Metabase open source BI and analytics

Business intelligence charts with data transformation and high-quality visualizations

Query and analyze product analytics data through natural language

Dagster data orchestration platform

Prefect workflow orchestration

dbt data transformation and analytics engineering

RudderStack customer data platform

Looker business intelligence and analytics

Apache Superset data exploration and visualization

Hex collaborative data workspace

Observable data visualization and notebooks

Palantir Foundry data platform

Data visualization notebooks with D3.js and interactive exploration

Hotjar heatmaps and user behavior analytics

Pendo product experience and analytics platform

Fivetran data integration and ETL

Census reverse ETL platform

Redash query and visualization tool

Deepnote collaborative data science notebooks

FullStory digital experience analytics

Stitch data pipeline integration

Dataform data transformation for BigQuery

Mode collaborative analytics platform

Build interactive dashboards and charts from structured data directly inside MCP Apps-compatible AI clients

WHOOP health and fitness data relay with an interactive recovery, sleep, and strain dashboard rendered inside the chat

Wolfram MCP servers with embedded notebook and Wolfram Alpha result viewers negotiated through the MCP Apps extension

Stateless interactive report and human-in-the-loop survey builder delivered through the MCP Apps extension

Patent Trial and Appeal Board research server with filterable result cards and an interactive recent-downloads panel

Official dbt MCP server with self-contained interactive data apps delivered from linked UI resources

Health data server with interactive factual charts, evidence coverage, export receipts, and an iPhone pairing QR view

FHIR server with an interactive resource explorer and patient chart review dashboard for clinical records, vitals, and labs

Semantic-layer query server with interactive Vega-Lite bar, line, area, scatter, and point charts rendered from tool results

Lightdash metric-query server with an embedded chart renderer that turns structured query results into interactive visualizations

TrainingPeaks server with embedded performance-management charts, weekly summary cards, and structured workout viewers

Agentic analytics server with embedded visualization and artifact viewers for charts, dashboards, and slide presentations

World Bank Data360 server with a self-contained Vega-Lite indicator chart viewer and interactive choice cards for steering data exploration

Garmin Connect app with embedded views for steps, heart rate, sleep, stress, training readiness, recovery, activities, and workouts

Data analytics plugin server with embedded table, chart, and artifact viewers for presenting structured analysis outputs inside the host

Elastic dashboard-building server with embedded previews for dashboards, charts, metrics, and heatmaps created from analytical queries

Plausible Analytics server with an embedded interactive chart for visualizing visitor, pageview, conversion, bounce-rate, and duration metrics

Semantic data platform server with embedded query-results, prompt-browser, and platform-information apps bound to the tools they enhance

Official SAS Viya analytics server with embedded data-grid, import-preview, SAS-log, term-editor, and term-tree views bound to supported tools

Legal citation-validation server with an embedded interactive results panel for matched opinions, name mismatches, ambiguous reporters, and invalid citations

USPTO research server with embedded patent search, XML, family, recent-downloads, and user-management interfaces linked to patent tools

Healthcare interoperability review server with an embedded chart-review workspace for inspecting evidence, configuration, conflicts, and proposed changes

Swiss legal-research server with optional embedded law and decision search interfaces for reviewing results, citations, and full text

NOAA ocean-data server with an embedded conditions card for reviewing live buoy observations and coastal measurements

Scientific data-hub server with an embedded interactive run-report view for processed samples, files, images, spectra, and experiment results

Global-intelligence platform with embedded country-risk, world-brief, market-radar, chokepoint, conflict, disaster, news, prediction-market, and forecast interfaces

TeslaMate analytics server with embedded charging-curve, battery-degradation, and drive-route visualizations bound to vehicle-data tools

Oil-and-gas analytics server with an embedded interactive map for rendering validated and hydrated asset, well, and deal data

GitHub Copilot metrics server with an embedded interactive dashboard for enterprise and organization usage, completions, chat activity, and active users

Open-data router with embedded discovery, table, map, time-series, vulnerability, entity-graph, museum, molecular, news-tone, and trade-flow interfaces

Community MCP server for sending Heap events, enriching user and account profiles, resolving identities, and handling GDPR deletion requests

Official managed MCP connection for building audiences, managing syncs, designing journeys, generating campaign creative, and analyzing performance in Hightouch

AI search client with MCP integrations