Data / Analytics servers let models interact with data / analytics systems through the MCP protocol. Each entry carries an editorial score, security notes, and per-client connection configs.
The web intelligence layer every automation builder should wire up first. Handles JS rendering, rate limits, and structured extraction so your agent reads live pages cleanly.
Official Google MCP server for Google Analytics 4. Query reports, dimensions, metrics, custom audiences, and admin entities through MCP. 1,981 GitHub stars and 5 commits on main in the last 30 days. Apache-2.0. Top star count in this batch.
Apify Actors as MCP tools: 6,000+ web scrapers, automation actors, and AI agents callable from Claude, Cursor, or any MCP client. Two transports: hosted streamable at mcp.apify.com and stdio via npx @apify/actors-mcp-server. Dynamic tool discovery so the agent can search Apify Store and load new actors at runtime. 84 commits on main in the last 30 days, top cadence in this batch.
Web intelligence layer that turns any URL into LLM-optimised markdown. Handles JavaScript rendering, pagination, and structured extraction so your agent reads the live web instead of stale training data.
Official Google MCP server for Google Analytics 4. Query reports, dimensions, metrics, custom audiences, and admin entities through MCP. 1,981 GitHub stars and 5 commits on main in the last 30 days. Apache-2.0.
Apify Actors as MCP tools: 6,000+ web scrapers, automation actors, and AI agents callable from Claude, Cursor, or any MCP client. Hosted streamable transport at https://mcp.apify.com plus stdio via npx. Dynamic actor discovery at runtime.
Official dbt Labs MCP server covering SQL execution, Semantic Layer queries, Discovery API, dbt CLI, Admin API, dbt Codegen, dbt LSP, and Product Docs. 41 commits on main in the last 30 days, joint top cadence in this batch.
Tableau's official MCP server. Lets agents see and understand Tableau workbooks, datasources, and views over MCP. 259 GitHub stars and 12 commits on main in the last 30 days.
Web data extraction over the Bright Data network with two operating modes: Rapid Mode (free, basic search and scrape) and Pro Mode (60+ structured-dataset tools targeting Amazon, LinkedIn, Walmart, Instagram, and more).
The official Snowflake MCP server. Cortex AI access, object management, SQL orchestration, and semantic view consumption. 279 GitHub stars and 2 commits on main in the last 30 days.
Official Microsoft MCP server for Power BI semantic modelling. Bring Power BI semantic model capabilities to AI agents: tables, columns, measures, relationships, DAX queries. 715 stars and 1 commit on main in the last 30 days.
Fivetran's official MCP server. Manage Fivetran connectors, sync runs, and destinations from inside agents. 12 GitHub stars and 4 commits on main in the last 30 days.
We score a new data / analytics MCP the week it ships. Get the update, plus any re-scores when a server changes enough to move its rating. One email per week maximum.
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