Draft: some verdicts here are not yet reviewed. Hidden from search engines.
Best list · Updated
The 5 best MCP servers for data and analytics
Warehouses, BI tools and product analytics your AI can query directly.
- 1DatabricksData & analytics · Checked Oct 2026
- Official server from Databricks (hosted, OAuth sign-in)
- Listed as a Claude connector
- 5 documented tools, 2 that can change data
- 2TableauData & analytics · Checked Oct 2026
- Official server from Tableau (hosted, OAuth sign-in)
- Listed as a Claude connector
- 7 documented tools, 2 that can change data
- 1 safety flag to review
- 3SnowflakeData & analytics · Checked Oct 2026
- Official server from Snowflake (hosted, OAuth sign-in)
- 5 documented tools, 3 that can change data
- 1 safety flag to review
- 4MetabaseData & analytics · Checked Oct 2026
- Official server from Metabase (hosted, OAuth sign-in)
- Listed as a Claude connector
- 7 documented tools, 5 that can change data
- 1 safety flag to review
- 5PostHogData & analytics · Checked Oct 2026
- Official server from PostHog (hosted, OAuth sign-in)
- Listed as a Claude connector
- 8 documented tools, 4 that can change data
- 1 safety flag to review
How we ranked these
Nobody paid to be here. The order comes from each tool’s verdict: an official server from the vendor ranks first, then how central the tool is to the job, a listed Claude connector, then a hosted server with OAuth sign-in that is generally available, then the number of documented tools. Safety flags push a tool down. Every fact links back to a dated verdict with its sources.