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Best-for list

Best MCP servers for data teams

Data teams run on dashboards and queries, but dashboards don't talk to agents. These MCP servers bridge the gap: pull live metrics, query data warehouses, trigger pipeline runs, and feed insights back into your agent workflows without manual refreshes.

Updated

The picks

Ranked by fit, not by popularity. Each entry links to its full Directories page.

  1. 1
    M MCP

    Postgres MCP Server

    by Model Context Protocol (reference)

    Query analytics tables and materialized views directly from Postgres.

    If your analytics live in Postgres, this server reads metrics and materialized views at agent speed. Join customer data with revenue metrics. Agents use this to summarize daily KPIs or surface anomalies in real time.

    Full entry
  2. 2
    M MCP

    Supabase MCP Server

    by Supabase

    Read analytics-tier Supabase views and write transformation results.

    Supabase's scoped tokens let you give agents read access to analytics schemas without touching production. Popular for agents that need to run daily metric snapshots or feed results back to a metrics table.

    Full entry
  3. 3
    M MCP

    Brave Search MCP

    by Brave (reference implementation)

    Search for external benchmarks, market data, and competitor insights.

    Data teams often need context outside their warehouse. This server fetches competitor pricing, market reports, and industry benchmarks. Agents use this to contextualize internal metrics and flag outliers.

    Full entry
  4. 4
    M MCP

    GitHub MCP Server

    by GitHub

    Query deployment history, commit frequency, and release artifacts.

    Engineering metrics live in Git. This server queries PR merge history, deployment timestamps, and release tags. Agents use this to track deployment cadence, merge latency, and correlate code changes with metric shifts.

    Full entry
  5. 5
    M MCP

    Playwright MCP

    by Microsoft

    Screenshot and inspect live dashboards to extract visual metrics.

    Some dashboards don't expose APIs. This server takes screenshots and extracts numbers visually. Agents use this to grab daily metrics from legacy BI tools when the API is too expensive or not available.

    Full entry
  6. 6
    M MCP

    Notion MCP Server

    by Notion

    Query Notion for metric definitions and data governance metadata.

    Many teams document metric definitions in Notion to avoid conflicts. This server fetches those definitions so agents don't compute the same metric two different ways. Critical for cross-team data consistency.

    Full entry
Why Enterprise DNA

Run every pick on one platform.

Enterprise DNA puts the metrics on your dashboard. The agent's daily KPI query becomes a scheduled work item. The anomaly alert lands in your inbox with full context. Metric disagreements surface in your CRM notes. Live, audited data at every step.

Run this list on Enterprise DNA
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