Data Analysis

Query Grafana dashboards, panels, and data sources via the Grafana HTTP API.

Execute code in Jupyter kernels, create notebooks, and inspect cell outputs via Jupyter Server.

Manage Airbyte connections, sources, destinations, and sync jobs via the Config API.

Query Algolia search analytics — click rates, conversion rates, no-results queries, and A/B test results via MCP.

Observability integration for Alibaba Cloud telemetry and diagnostics.

Query and manage Amazon Redshift clusters via the AWS Redshift Data API.

Query Amplitude analytics events, funnels, and cohorts from your AI assistant.

Trigger, monitor, and inspect DAG runs in Apache Airflow via its stable REST API.

Submit Spark jobs, query catalogs, and inspect job status via Spark's REST and JDBC APIs.

Execute SQL queries and manage charts in Apache Superset's BI platform.

Query and analyze Axiom logs, traces, and event data in natural language using AI.

Official CoinGecko MCP for real-time crypto price and market data across 200+ blockchains and 8M+ tokens.

Query semantic data models and build metrics APIs with Cube's headless BI layer.

Launch and monitor Dagster jobs, assets, and schedules via Dagit's GraphQL API.

Submit and monitor distributed Dask computations on local or remote clusters.

Run notebooks, queries, and jobs on Databricks via AI-assisted MCP tools.

Query Datadog metrics, logs, traces, and dashboards from your AI assistant.

Official dbt MCP server for project metadata, model info, and semantic layer querying.

Query Elastic APM service maps, transaction data, error traces, and uptime monitors from your AI assistant.

Build data-driven reports and apps with Evidence's SQL + Markdown framework.

Serve and retrieve ML features from Feast feature store for training and inference.

Stock market API made for AI agents — access fundamentals, prices, and financial statements.

Control Fivetran connectors, schemas, and sync schedules via the Fivetran REST API.

Inspect Fluentd buffer stats, plugin metrics, and configuration status via the monitoring API from your AI assistant.

Query FullStory session recordings metadata, user journey events, and rage click data via MCP.

Connect to any SQL database via standard JDBC/ODBC connection strings for universal SQL query access.

Spreadsheet automation and read/write workflows through Google Sheets APIs.

Query Loki log streams with LogQL, explore label values, and tail recent logs from your AI assistant.

Search dashboards, investigate incidents and query datasources in your Grafana instance.

Search distributed traces, inspect spans, and query trace attributes in Grafana Tempo via MCP.

Validate data quality with Great Expectations suites and checkpoints.

Query Heap user behavioral analytics — sessions, events, funnels, and retention data from your AI assistant.

Run Hex projects and query their notebooks programmatically via the Hex API.

Query Honeycomb datasets, run structured queries, and inspect trace data for wide-event observability via MCP.

Access Hotjar heatmap data, recording metadata, survey responses, and funnel reports via MCP.

Query Jaeger distributed trace data — search traces by service, operation, tags, and time range via MCP.

Search Elasticsearch indices through Kibana, run KQL queries, and view dashboard data via MCP.

Run BI queries and retrieve dashboards from Lightdash, the open-source dbt-native BI tool.

Query Lightstep (ServiceNow Cloud Observability) traces, service latency, and error rate data via MCP.

Access OpenTelemetry traces and metrics through Pydantic Logfire.

Query LogRocket session replay data, error reports, and performance metrics from your AI assistant.

Orchestrate ELT pipelines with Meltano's open-source DataOps platform and plugin ecosystem.

Run Metabase questions and dashboards programmatically via the Metabase API.

Query Microsoft Clarity session insights, scroll depth, and click maps from your AI assistant.

Access Mixpanel product analytics, events, and insights via natural language.

Run Mode reports, query notebooks, and access datasets via Mode's API.

Monitor data quality, view lineage, and manage incidents with Monte Carlo's data observability platform.

Create and update Observable notebooks and Framework apps with live data.

OpenLink observer server for monitoring data and event stream access.

Query distributed traces and spans from OpenTelemetry-instrumented services.

Build no-code data pipelines and automations with Parabola's visual workflow editor.

Create interactive charts, dashboards, and data visualizations with Plotly's graphing library.

Query PostHog events, feature flags, and insights for open-source product analytics.

Query datasets, refresh reports, and embed Power BI visuals via Microsoft Power BI REST API.

Manage Prefect flows, deployments, and flow runs via the Prefect Cloud or Server API.

Query Prometheus metrics, run PromQL expressions, and explore alert rules and service discovery targets via MCP.

Access Qlik Sense apps, reload data, and run associative queries for business analytics.

Run Redash queries and access dashboards via the Redash REST API.

Send and route customer events to warehouses and destinations via RudderStack's CDP platform.

Query Segment customer data profiles, traits, and events via AI assistants.

Query, triage, and analyze Sentry errors and performance issues via AI.

Query Sigma workbooks and embed live data from cloud warehouses without writing SQL.

Sports data integration server for fixtures, scores, and analytics queries.

Run distributed SQL queries across data lakes and databases with Starburst Enterprise (Trino).

Strava API integration for activity insights and fitness data workflows.

Programmatically create and update Streamlit data apps and deploy to Streamlit Cloud.

Query Tableau workbooks, extract data from views, and publish datasources via the REST API.

Real-time and batch feature serving from Tecton's enterprise feature platform.

Metrics-first MCP server for observability and time-series analytics workflows.