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Best of

Best data analytics MCP servers

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. 1321 published MCP servers match this ranking. The highest trust scores right now are Data Nashville at 67, Data Nantes at 67, Data Montreal at 67. 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.

1,321 servers
Trust score 45 of 100, Fair

Convert PDF, DOCX, XLSX, CSV, JSON into clean, AI-ready Markdown via the PackForAI API.

Registry
LicenseQualityMaintenanceLicense: 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.
— stars—/wk weekly downloads— tools
Trust score 45 of 100, Fair

Local-first AI CLI usage analytics for agents.

Registry
LicenseQualityMaintenanceLicense: Not graded. No license is recorded for this server.Quality: C. 60/100 for listing completeness. Lost points: no listed tools, short summary.Maintenance: Not graded. No commit or release date has been recorded.
— stars—/wk weekly downloads— tools
Trust score 45 of 100, Fair

Voris privacy-native web analytics for AI agents: query metrics & citations, scaffold tracking.

Registry
LicenseQualityMaintenanceLicense: 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.
— stars—/wk weekly downloads— tools
Trust score 45 of 100, Fair

Manage your Savanto store from your AI: catalog, content, prompts, and analytics, by chat.

RegistryRemote
LicenseQualityMaintenanceLicense: 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.
— stars—/wk weekly downloads— tools
Trust score 45 of 100, Fair

MCP server for Wildberries Seller API — products, orders, supplies, analytics, advertising

Registry
LicenseQualityMaintenanceLicense: 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.
— stars—/wk weekly downloads— tools
Trust score 45 of 100, Fair

MCP server for Yandex Market Partner API — orders, offers, prices, stocks, analytics

Registry
LicenseQualityMaintenanceLicense: 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.
— stars—/wk weekly downloads— tools
Trust score 45 of 100, Fair

Agentic visitor analytics — five tools that hand the next CRO fix to your coding agent.

RegistryRemote
LicenseQualityMaintenanceLicense: 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.
— stars—/wk weekly downloads— tools
Trust score 45 of 100, Fair

Local sports math, DFS settlement, bet analytics, and game-entertainment tools.

Registry
LicenseQualityMaintenanceLicense: 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.
— stars—/wk weekly downloads— tools
Trust score 45 of 100, Fair

Allow AI systems to read, write, and query spreadsheet data via Google Sheets.

Registry
LicenseQualityMaintenanceLicense: 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.
— stars—/wk weekly downloads— tools
Trust score 44 of 100, Fair

MoneyMatter

by letehaha · TypeScript

Personal finance tracker: accounts, transactions, budgets, investments and analytics over OAuth.

RegistryRemote
LicenseQualityMaintenanceLicense: C. AGPL-3.0 is a strong copyleft license: derived works must use the same license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 22 days ago.
173 stars—/wk weekly downloads— tools
Trust score 44 of 100, Fair

Rust-native MCP server for Office document processing

Registry
LicenseQualityMaintenanceLicense: C. GPL-3.0 is a strong copyleft license: derived works must use the same license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: B. Last commit or release 38 days ago.
162 stars—/wk weekly downloads— tools
Trust score 44 of 100, Fair

Open data from 40+ U.S. government APIs: economy, spending, Congress, health, energy, disasters

Registry
LicenseQualityMaintenanceLicense: 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.
113 stars—/wk weekly downloads— tools
Trust score 44 of 100, Fair

Real-time data-breach lookup and analytics for emails and domains from XposedOrNot.

RegistryRemote
LicenseQualityMaintenanceLicense: 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 13 days ago.
100 stars—/wk weekly downloads— tools
Trust score 44 of 100, Fair

equalang-mcp

by equalang · TypeScript

Translate documents, subtitles, pictures, audio and video with layout kept; transcribe recordings.

Registry
LicenseQualityMaintenanceLicense: 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 26 days ago.
22 stars48/wk weekly downloads— tools
Skool by Cotlet logo
Trust score 44 of 100, Fair

Posts, members, courses, events and DMs for your Skool community.

RegistryRemote
LicenseQualityMaintenanceLicense: 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 11 days ago.
7 stars—/wk weekly downloads— tools
Trust score 44 of 100, Fair

SigRank benchmark MCP: cascade metrics, leaderboard, operator profiles, simulation, diagnostics.

RegistryRemote
LicenseQualityMaintenanceLicense: 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 8 days ago.
7 stars—/wk weekly downloads— tools
Trust score 44 of 100, Fair

Google Search Console MCP for analytics, indexing, sitemaps, and SEO diagnostics.

Registry
LicenseQualityMaintenanceLicense: 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 9 days ago.
6 stars—/wk weekly downloads— tools
Substack by Cotlet logo
Trust score 44 of 100, Fair

Posts, Notes, messages, subscribers and stats for your publication.

RegistryRemote
LicenseQualityMaintenanceLicense: 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 11 days ago.
6 stars—/wk weekly downloads— tools
Trust score 44 of 100, Fair

mcp

by convertica-net · JavaScript

Convert PDF, Word, Excel, PowerPoint, EPUB, HEIC & images — 35+ tools from convertica.net

Registry
LicenseQualityMaintenanceLicense: 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.
0 stars36/wk weekly downloads— tools
Trust score 44 of 100, Fair

Web Analytics

Unknown author

Ask about your website traffic in chat.

RegistryRemote
LicenseQualityMaintenanceLicense: 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.
— stars—/wk weekly downloads— tools
Trust score 43 of 100, Fair

Multi-client read and controlled write (off by default): GA4, GSC, Merchant, GTM, ad platforms.

Registry
LicenseQualityMaintenanceLicense: 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 17 days ago.
3 stars—/wk weekly downloads— tools
Trust score 43 of 100, Fair

Render HTML/markdown to PDF, export rows to xlsx, and fill AcroForm PDFs.

Registry
LicenseQualityMaintenanceLicense: 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 21 days ago.
3 stars303/wk weekly downloads— tools
Trust score 43 of 100, Fair

appmetrica-mcp

by pavellunev · TypeScript

AppMetrica (Yandex) analytics: reports, funnels, segments, dashboards, logs export, push

Registry
LicenseQualityMaintenanceLicense: 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 35 days ago.
3 stars631/wk weekly downloads— tools
Trust score 43 of 100, Fair

Publish and manage articles, series, comments, reactions, newsletters, and analytics — from any AI…

RegistryRemote
LicenseQualityMaintenanceLicense: 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.
1 stars937/wk weekly downloads— tools