Data and analytics servers query warehouses, BI tools, and product analytics. Servers that aggregate at the source scale better than ones that dump whole tables into the prompt. 1331 published MCP servers match this ranking. The highest trust scores right now are mcp at 55, WorkbookAPI at 55, nova-data at 55. The order is the published trust score: registry record, license, maintenance, popularity, documentation, and security signals. Featured slots, when an editor sets them, are labeled and do not change the score. Best data analytics MCP servers is not a paid placement.
Best of
Full ranking
Every server that matches this ranking, ordered by trust score.
Read-only TikTok Shop Partner API: orders, finance, products and analytics across shops.
Registry
ALicenseDQuality–MaintenanceLicense: A. MIT License is a permissive open source license.Quality: D. 48/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: Not graded. No commit or release date has been recorded.
Parse PDF, DOCX, PPTX, XLSX and images to Markdown (tables, LaTeX) via a self-hosted MinerU API.
Registry
ALicenseDQuality–MaintenanceLicense: A. MIT License is a permissive open source license.Quality: D. 48/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: Not graded. No commit or release date has been recorded.
–License–QualityCMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: C. Last commit or release 5 months ago.
ALicense–QualityDMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: D. Last commit or release 8 months ago.
JSON/YAML/CSV validate, diff, transform for AI agents
Registry
ALicense–QualityDMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: D. Last commit or release 7 months ago.
Read and edit GA4, Search Console and Google Tag Manager from any MCP client. 29 tools.
RegistryRemote
–License–QualityCMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: C. Last commit or release 3 months ago.
Full SEO audits, content analysis, and domain overviews - on-page, technical, and authority metrics
RegistryRemote
–License–QualityBMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: B. Last commit or release 51 days ago.
Paid Shopify CSV diagnostics for duplicate SKUs, malformed variants, and import risks.
RegistryRemote
–LicenseCQualityBMaintenanceLicense: Not graded. No license is recorded for this server.Quality: C. 60/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: B. Last commit or release 55 days ago.
Detect the technology stack behind any website: frameworks, CMS, analytics, and more from one POST.
RegistryRemote
–License–QualityBMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: B. Last commit or release 51 days ago.
Bulgarian pension fund analytics — NAV data, metrics, rankings, and benchmarks.
RegistryRemote
ALicense–QualityDMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: D. Last commit or release 8 months ago.
Creative workspace. Public MCP: outline previews for Codex and Claude Code; media in the web app.
RegistryRemote
–License–QualityBMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: B. Last commit or release 2 months ago.
US real estate market data for AI agents: prices, yields, forecasts and scores for 894 markets.
RegistryRemote
ALicense–QualityDMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: D. Last commit or release 7 months ago.
IPO deal terms, SEC filings, AI research and sentiment, plus live valuation metrics for US stocks.
RegistryRemote
–License–QualityCMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: C. Last commit or release 3 months ago.
Read-only AI access to Osboon business card analytics, viewers, links, connections and contacts.
RegistryRemote
–LicenseAQualityBMaintenanceLicense: Not graded. No license is recorded for this server.Quality: A. 90/100 for listing completeness. Lost points: short README, short summary.Maintenance: B. Last commit or release 51 days ago.
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
MCP server for Roistat API — marketing analytics, visits tracking. API key auth.
Registry
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
MCP server for Databricks, BigQuery, PostgreSQL, MySQL, SQL Server, SQLite, MariaDB
Registry
–LicenseAQuality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: A. 91/100 for listing completeness. Lost points: short summary.Maintenance: Not graded. No commit or release date has been recorded.
AI agent vision for Google Analytics 4 — with ROI measurement. perceptdot.com
Registry
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
–License–QualityBMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: B. Last commit or release 45 days ago.
Scopus search, author and affiliation profiles, citation data, and PlumX metrics via Elsevier APIs.
Registry
ALicense–Quality–MaintenanceLicense: A. MIT License is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
Read-only Google Search Console analytics, URL inspection and sitemaps via SearchDock CLI.
Registry
ALicense–Quality–MaintenanceLicense: A. MIT License is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
Create and manage trackable QR codes with scan tracking, analytics, and dynamic URL updates.
RegistryRemote
–License–QualityCMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: C. Last commit or release 5 months ago.
World MiniApp reviews and analytics — verified human ratings via World ID
Registry
–License–QualityDMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: D. Last commit or release 6 months ago.
AI Data Components over MCP: working what-if apps, interactive tables and maps, plus 90 chart types.
Registry
–LicenseDQuality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: D. 48/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: Not graded. No commit or release date has been recorded.