best of · updated August 2026

The 15 best data & analytics MCP servers

The 15 data & analytics MCP servers worth your time, out of 405 we track - actively maintained, with real adoption, ranked on monthly installs, GitHub stars, and commit recency. Checked nightly.

Data & analytics MCP servers help an agent chart, aggregate, and explore datasets. Compare charting versus warehouse connectors, and whether analysis runs against local files or a remote analytics backend.

01 Server Chart ★ 4,337 · commit 2026-08-19 A Model Context Protocol server for generating charts using AntV. 36,312 installs/mo · needs 3 env vars $ npx -y @antv/mcp-server-chart 02 Keboola MCP Server ★ 86 · commit 2026-08-23 Keboola MCP Server is an open-source bridge between your Keboola project and modern AI tools. 45,193 installs/mo · 10+ releases/90d · needs 4 env vars $ uvx keboola-mcp-server 03 ClaudeR - RStudio MCP Server ★ 326 · commit 2026-08-23 Connect RStudio to AI assistants for interactive R coding and data analysis. 10,172 installs/mo · no env vars documented $ uvx clauder-mcp 04 Google Analytics MCP ★ 235 · commit 2026-08-18 🌐 Live Documentation & Web Portal: https://ga4.builditwithai.xyz. 24,309 installs/mo · 10+ releases/90d · needs 4 env vars $ uvx google-analytics-mcp 05 Search Console MCP ★ 276 · commit 2026-08-24 Google Search Console + Bing Webmaster Tools + GA4 + AdSense - in one context window. 6,265 installs/mo · 8 releases/90d · no env vars documented $ npx -y search-console-mcp 06 PostHog MCP Server ★ 39,031 · commit 2026-08-25 Official PostHog MCP Server for product analytics, feature flags, experiments, and more. 10+ releases/90d · no env vars documented $ claude mcp add posthog-posthog --transport http https://mcp.posthog.com/mcp 07 jDataMunch MCP ★ 81 · commit 2026-08-25 jDataMunch is an MCP server for coding agents and analysts that answers questions about CSV, Excel, Parquet, and JSONL files without pasting the rows into the context window. 6,567 installs/mo · 10+ releases/90d · needs 1 env var $ uvx jdatamunch-mcp 08 Microcharts ★ 150 · commit 2026-08-24 Word-sized charts for React - zero runtime dependencies, ~2–7 kB interactive · ~1–4 kB static, accessible by default, and server-component safe. 3,091 installs/mo · 10+ releases/90d · no env vars documented $ npx -y @microcharts/mcp 09 Muxinc MCP Server ★ 181 · commit 2026-08-12 This library provides convenient access to the Mux REST API from server-side TypeScript or JavaScript. 1,813 installs/mo · 2 releases/90d · no env vars documented $ npx -y @mux/mcp 10 Socialneuron MCP Server ★ 4 · commit 2026-08-23 This opens your browser to authorize access. 5,106 installs/mo · 7 tools documented · 6 releases/90d · no env vars documented $ npx -y @socialneuron/mcp-server 11 Appfigures ★ 18 · commit 2026-08-19 The Appfigures CLI - query app metrics, reviews, and store data from your terminal. 1,616 installs/mo · 10+ releases/90d · needs 1 env var $ npx -y @appfigures/cli 12 SemanticOps MCP (for Power BI) ★ 255 · commit 2026-08-15 Power BI MCP server (Supports Windows and macOS) 576 installs/mo · 3 releases/90d · no env vars documented $ npx -y mcp-engine 13 Dashboards ★ 43 · commit 2026-08-23 Click any thumbnail to see full size We use AI for everything - analysis, reports, strategy. 773 installs/mo · 2 releases/90d · needs 2 env vars $ npx -y mcp-dashboards 14 Blitz ★ 1,740 · commit 2026-07-14 Native macOS App Store Connect tool with MCP. 210 installs/mo · no env vars documented $ npx -y @blitzdev/blitz-mcp 15 Usaspending MCP Server ★ 3 · commit 2026-08-25 @cyanheads/usaspending-mcp-server Access US federal award, recipient, agency, and spending analytics data from USAspending.gov via MCP. 1,581 installs/mo · 22 tools documented · 10+ releases/90d · needs 2 env vars $ npx -y @cyanheads/usaspending-mcp-server

How to choose between them

Server Chart ranks #1 on the installs + stars + recency blend; Keboola MCP Server has the most raw installs (45,193 last month) if adoption is all you weigh. 4 of these 15 offer a remote endpoint (no local process to run); the rest are local stdio servers. 8 document no required env vars - paste the config and go; the others need env vars set first (each page lists exactly which). Where we've compared two of these head-to-head, the comparison is linked on each one's page.

Quick answers

Which data & analytics MCP server is most installed?

Keboola MCP Server, with 45,193 installs in the last month (as of August 2026). By GitHub stars the leader is PostHog MCP Server (39,031).

How many data & analytics MCP servers exist?

We track 405 data & analytics MCP servers in the official registry. The 15 above are the actively-maintained ones with real adoption - ranked by monthly installs, GitHub stars, and commit recency.

All 74 data & analytics MCP servers

Ranked 16 onward, same order as above. Status checked last night.

How this list is ranked

Ranked from live registry + GitHub data: monthly installs (npm/PyPI), GitHub stars, and commit recency - recomputed nightly. No pay-to-rank, ever. The 15 above lead the full list of 74, all of which you can see on this page. The other 331 we track have stopped being maintained, or nobody is using them yet. Full recipe: how we verify.