Best MCP servers for data analysis (October 2026)
Spreadsheets, warehouses and product analytics for AI-driven analysis.
Updated 2026-10-18 · live checks of 45,084 servers · How we rank
Top picks
| # | Server | Status | Sign-in | Tools | Trust | |
|---|---|---|---|---|---|---|
| 1 | FGAC.ai: Multiple Gmail Accounts, Google Sheets & Docs Google Sheets · Community | Live · sign-in | OAuth sign-in | — | B | All Google Sheets servers |
| 2 | SumOffice — real Word and Excel for agents Excel · Community | Live | No auth | 21 | B | All Excel servers |
| 3 | BigQuery Data Platform BigQuery · Community | Local install | No auth | — | C | All BigQuery servers |
| 4 | OSS Snowflake MCP Server Snowflake · Official | Local install | API key | — | B | All Snowflake servers |
| 5 | PostHog MCP Server PostHog · Official | Live · sign-in | OAuth sign-in | — | A | All PostHog servers |
| 6 | Mixpanel MCP by usefulapi Mixpanel · Community | Live | No auth | 7 | B | All Mixpanel servers |
| 7 | Amplitude Amplitude · Official | Live · sign-in | OAuth sign-in | — | A | All Amplitude servers |
| 8 | Google Ads + Meta Ads + SEO/GEO MCP Google Analytics · Community | Live · sign-in | OAuth sign-in | — | A | All Google Analytics servers |
| 9 | Metabase Ai Assistant Metabase · Community | Local install | API key | — | C | All Metabase servers |
| 10 | Databricks Databricks · Community | Live | No auth | 17 | B | All Databricks servers |
| 11 | Jupyter MCP Server Jupyter · Community | Local install | No auth | — | C | All Jupyter servers |
| 12 | MCP Server Motherduck DuckDB / MotherDuck · Official | Local install | API key | — | A | All DuckDB / MotherDuck servers |
More live servers, ranked by trust
What are the best mcp servers for data analysis?
FGAC.ai: Multiple Gmail Accounts, Google Sheets & Docs, SumOffice — real Word and Excel for agents, BigQuery Data Platform, based on search demand and canmyaiuse live checks on 2026-10-18.
How is this list ranked?
Our picks follow real search demand for each app's MCP server, then we choose the best live server for that app (official first). The second list ranks every other live server by trust score: uptime, verified publisher, maintenance, adoption and transparency.
Can I pay to be on this list?
No. Rankings and grades can't be bought. Sponsored slots are always labeled Featured and sit outside the ranking.
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