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 Data Kcmo at 66, ionis-mcp at 65, Data Nola at 65. 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.
ALicense–QualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 10 days ago.
Read, write, analyze, test and diff the VBA, forms, Power Query and cells in Office files
Registry
ALicense–QualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 5 days ago.
Pirsch Analytics with natural language queries and trend analysis
Registry
ALicenseAQualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: A. 91/100 for listing completeness. Lost points: short summary.Maintenance: A. Last commit or release 12 days ago.
Search INSPIRE-HEP papers, authors, experiments, HEPData records; get citation metrics and BibTeX.
RegistryRemote
ALicense–QualityAMaintenanceLicense: A. Apache-2.0 is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 12 days ago.
ALicenseDQualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: D. 43/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: A. Last commit or release 25 days ago.
EU & Nordic official open data: TED, sanctions, VIES, VAT rates, GLEIF, Safety Gate, ECB, PRH, Brreg
Registry
ALicenseDQualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: D. 43/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: A. Last commit or release 5 days ago.
ALicenseAQualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: A. 86/100 for listing completeness. Lost points: short summary, no docs link.Maintenance: A. Last commit or release 6 days ago.
SEO data your AI can cite: Search Console, GA4, keywords, backlinks, SERPs and AI visibility.
RegistryRemote
ALicenseDQualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: D. 48/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: A. Last commit or release 24 days ago.
Telegram channels you administer: analytics, content plans, scheduled publishing. No userbot
RegistryRemote
ALicenseDQualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: D. 48/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: A. Last commit or release 21 days ago.
Spreadsheet MCP for any agent: reads xlsx/xls/ods/csv, SQL, cleaning, formulas, safe edits
Registry
ALicenseDQualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: D. 43/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: A. Last commit or release 9 days ago.
AI quoting agent for electronics distributors. RFQ in, quote out via MCP tools.
Registry
ALicenseDQualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: D. 43/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: A. Last commit or release 15 days ago.
Portugal's national health service open data: hospitals, emergency and waiting times.
Registry
Deprecated
–License–QualityFMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: F. The listing is marked deprecated.
Semantic, format-aware diff of config files (JSON/YAML/TOML/INI/.env/XML/CSV) for AI agents
Registry
ALicense–QualityBMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: B. Last commit or release 47 days ago.
Instagram & TikTok data tools: demographic user search, analytics, posts, comments, hashtags.
RegistryRemote
ALicense–QualityBMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: B. Last commit or release 32 days ago.
Google Search Console MCP server — search analytics, URL inspection, and sitemaps
Registry
ALicense–QualityBMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: B. Last commit or release 49 days ago.
A statistical analyst in your AI chat: bring data and a question, get a citable, re-runnable report.
RegistryRemote
ALicense–QualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 12 days ago.
ALicense–QualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 23 days ago.
50-tool Word MCP server. Document assembly, tracked changes, and export. Windows-first.
Registry
ALicense–QualityBMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: B. Last commit or release 45 days ago.
Invites, guest lists and text blasts for your events.
RegistryRemote
DLicenseDQualityAMaintenanceLicense: D. PolyForm Noncommercial License 1.0.0 is source-available, not open source: use is restricted.Quality: D. 48/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: A. Last commit or release 11 days ago.
Bookings, providers and customers in your BookingKoala store.
RegistryRemote
DLicenseDQualityAMaintenanceLicense: D. PolyForm Noncommercial License 1.0.0 is source-available, not open source: use is restricted.Quality: D. 48/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: A. Last commit or release 11 days ago.
Bookings, clients, reviews and reports for beauty businesses.
RegistryRemote
DLicenseDQualityAMaintenanceLicense: D. PolyForm Noncommercial License 1.0.0 is source-available, not open source: use is restricted.Quality: D. 48/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: A. Last commit or release 11 days ago.
DLicenseDQualityAMaintenanceLicense: D. PolyForm Noncommercial License 1.0.0 is source-available, not open source: use is restricted.Quality: D. 43/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: A. Last commit or release 11 days ago.
Query 76 open data APIs — government, science, finance, environment, and more.
Registry
ALicense–QualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 12 days ago.
Dubai Land Department (DLD) — Dubai real-estate open data.
RegistryRemote
ALicenseCQualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: C. 65/100 for listing completeness. Lost points: no listed tools, short summary.Maintenance: A. Last commit or release 7 days ago.
