best of · updated September 2026

The 15 best data & analytics MCP servers

The 15 data & analytics MCP servers worth your time, out of 482 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 ★ 4,367 · commit 2026-08-27 A Model Context Protocol server for generating charts using AntV. 13,671 installs/mo · needs 3 env vars $ npx -y @antv/mcp-server-chart 02 ClaudeR - RStudio MCP Server ★ 342 · commit 2026-09-15 ClaudeR - The Modern Researcher's Toolkit Connect a live R or Python session, in RStudio or Positron, to Claude Code, Codex, or any MCP-based LLM agent. 11,271 installs/mo · 2 releases/90d · no env vars documented $ uvx clauder-mcp 03 Keboola MCP Server ★ 86 · commit 2026-09-16 Keboola MCP Server is an open-source bridge between your Keboola project and modern AI tools. 18,367 installs/mo · 10+ releases/90d · needs 4 env vars $ uvx keboola-mcp-server 04 Google Analytics MCP ★ 242 · commit 2026-09-17 🌐 Live Documentation & Web Portal: https://ga4.builditwithai.xyz. 12,229 installs/mo · 10+ releases/90d · needs 4 env vars $ uvx google-analytics-mcp 05 PostHog MCP Server ★ 39,845 · commit 2026-09-18 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 06 Search Console MCP ★ 291 · commit 2026-09-02 Google Search Console + Bing Webmaster Tools + GA4 + AdSense - in one context window. 5,700 installs/mo · 10+ releases/90d · no env vars documented $ npx -y search-console-mcp 07 walkerOS Flow ★ 344 · commit 2026-09-16 Model Context Protocol server for walkerOS flow development. 1,350 installs/mo · 19 tools documented · 5 releases/90d · no env vars documented $ npx -y @walkeros/mcp 08 Muxinc MCP Server ★ 181 · commit 2026-09-16 This library provides convenient access to the Mux REST API from server-side TypeScript or JavaScript. 1,825 installs/mo · 3 releases/90d · no env vars documented $ npx -y @mux/mcp 09 Microcharts ★ 180 · commit 2026-09-17 Word-sized charts for React - zero runtime dependencies, ~2–7 kB interactive · ~1–4 kB static, accessible by default, and server-component safe. 923 installs/mo · 10+ releases/90d · no env vars documented $ npx -y @microcharts/mcp 10 SemanticOps MCP (for Power BI) ★ 256 · commit 2026-09-15 Power BI MCP server (Supports Windows and macOS) 641 installs/mo · 3 releases/90d · no env vars documented $ npx -y mcp-engine 11 Cyberchef MCP ★ 19 · commit 2026-09-13 This project provides a Model Context Protocol (MCP) server interface for CyberChef, the "Cyber Swiss Army Knife" created by GCHQ. 3,174 installs/mo · 10+ releases/90d · needs 12 env vars $ npx -y cyberchef-mcp 12 jDataMunch MCP ★ 81 · commit 2026-09-01 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. 2,380 installs/mo · 10+ releases/90d · needs 1 env var $ uvx jdatamunch-mcp 13 Socialneuron MCP Server ★ 5 · commit 2026-09-16 This opens your browser to authorize access. 3,250 installs/mo · 7 tools documented · 7 releases/90d · no env vars documented $ npx -y @socialneuron/mcp-server 14 Backblaze B2 MCP Server ★ 36 · commit 2026-09-14 name (io.github.backblaze-labs/b2-mcp) and repo path, so they activate automatically. 945 installs/mo · 40 tools documented · 5 releases/90d · needs 11 env vars $ npx -y @backblaze-labs/b2-mcp 15 Usertour MCP Server ★ 2,307 · commit 2026-09-18 Usertour : An alternative to: Appcues, Userpilot, Userflow, Userguiding, Chameleon , Etc... 10+ releases/90d · needs 1 env var $ claude mcp add usertour-usertour --transport http https://mcp.usertour.io/mcp

How to choose between them

Server Chart ranks #1 on the installs + stars + recency blend; Keboola MCP Server has the most raw installs (18,367 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 18,367 installs in the last month (as of September 2026). By GitHub stars the leader is PostHog MCP Server (39,845).

How many data & analytics MCP servers exist?

We track 482 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 81 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 81, all of which you can see on this page. The other 401 we track have stopped being maintained, or nobody is using them yet. Full recipe: how we verify.