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Best MCP Servers for Data & Analytics
Analytics, data-pipeline, and BI MCP servers that let agents query warehouses, run transformations, and build dashboards - dbt, Grafana, Elasticsearch, Meilisearch, Keboola, and Tinybird. We audit each for read/write separation and the safety of query execution. Ranked by CheckMCP audit grade.
5 servers, ranked by independent MCP Score. Click any to see its full security & quality audit.
| 01 | dbt-mcp dbt-labs/dbt-mcp | ◆ repo★ 582 | 91A |
| 02 | mcp-grafana grafana/mcp-grafana | ◆ repo★ 3.2k | 90A |
| 03 | mcp-server-elasticsearch elastic/mcp-server-elasticsearch | ◆ repo★ 676 | 88B |
| 04 | mcp-server keboola/keboola-mcp-server | ◆ repo★ 84 | 87B |
| 05 | agent-toolkit atlanhq/agent-toolkit | ◆ repo★ 33 | 87B |
Best MCP Servers for Data & Analytics — FAQ
What is the best MCP Servers for Data & Analytics MCP server?+
By CheckMCP's audit, dbt-mcp ranks highest in "Best MCP Servers for Data & Analytics" with an MCP Score of 91/100 (grade A). This page ranks 5 audited MCP servers by their vendor-neutral CheckMCP score (security, tool design, reliability, context-cost). Re-audit any of them at checkmcp.dev.
How are these MCP servers ranked?+
Every server on this page is independently audited by CheckMCP and scored 0–100 across weighted pillars — for live endpoints: security (OWASP MCP Top 10), tool design, schemas, reliability and context-cost; for repos: maintenance, license, adoption and documentation. Higher score = higher rank. No vendor pays for placement.
Are these MCP servers safe to use?+
Each listing links to a full CheckMCP report showing its grade, per-pillar breakdown and any security findings (tool poisoning, hardcoded secrets, the lethal trifecta). Grade A/B servers passed with no or only minor issues; check the individual report before connecting any server to sensitive data or tools.