Skip to content
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 Centrevaldeloire at 68, Data Usdot at 68, Zillow at 68. 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 55 of 100, Fair

500+ transparent financial methods calculated from raw statements, not third-party endpoints.

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 55 of 100, Fair

VMware Aria Operations: metrics, alerts, capacity, anomaly detection — 46 MCP tools.

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, no docs link.Maintenance: Not graded. No commit or release date has been recorded.
— stars—/wk weekly downloads— tools
Trust score 55 of 100, Fair

Create and publish forms, collect responses, summarize and export CSV on niceform.ai.

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
Eclipse Dispatch MCP logo
Trust score 55 of 100, Fair

Drafts once, syndicates drafts everywhere sanctioned, unifies the analytics. Never publishes

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 54 of 100, Fair

Renamed to AskYourStack: use com.askyourstack/askyourstack. Same service, now at askyourstack.com.

RegistryRemote
Deprecated
LicenseQualityMaintenanceLicense: Not graded. No license is recorded for this server.Quality: A. 94/100 for listing completeness. Lost points: 2 of 40 tools barely described, short summary.Maintenance: F. The listing is marked deprecated.
1 stars—/wk weekly downloads40 tools
Trust score 54 of 100, Fair

Google Analytics MCP Pack

RegistryRemote
LicenseQualityMaintenanceLicense: Not graded. No license is recorded for this server.Quality: A. 86/100 for listing completeness. Lost points: short summary.Maintenance: Not graded. No commit or release date has been recorded.
— stars23/wk weekly downloads4 tools
Google Ads + Meta Ads + SEO/GEO MCP logo
Trust score 53 of 100, Fair

Google Ads, Meta Ads, Google Analytics (GA4) & Search Console MCP server by Ryze AI

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.
6.3K stars—/wk weekly downloads— tools
Trust score 52 of 100, Fair

QA-tests your site analytics, ad and consent tags (GA4, GTM, Ads, Meta, TikTok) from chat.

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 19 days ago.
1 stars560/wk weekly downloads— tools
Agent Data Tools logo
Trust score 52 of 100, Fair

32 tools: web pages, JS apps and PDFs as text, feeds, sitemaps, search. 25 free calls.

RegistryRemote
LicenseQualityMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 17 days ago.
0 stars—/wk weekly downloads— tools
Trust score 52 of 100, Fair

Marketing analytics for local businesses — Instagram, ads, web traffic, SEO and reviews.

RegistryRemote
LicenseQualityMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 29 days ago.
0 stars—/wk weekly downloads— tools
Trust score 52 of 100, Fair

Free website tracking audit, no account needed: GTM, GA4, Meta Pixel, Consent Mode v2, server-side

RegistryRemote
LicenseQualityMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 5 days ago.
0 stars—/wk weekly downloads— tools
api.video MCP by usefulapi logo
Trust score 52 of 100, Fair

Manage videos and live streams, inspect captions, players and webhooks, and read play analytics.

RegistryRemote
LicenseQualityMaintenanceLicense: Not graded. No license is recorded for this server.Quality: D. 50/100 for listing completeness. Lost points: no README, 19 of 19 tools barely described, short summary.Maintenance: Not graded. No commit or release date has been recorded.
— stars—/wk weekly downloads19 tools
BAMF.ai logo
Trust score 52 of 100, Fair

LinkedIn and X content, scheduling, analytics and outreach agent for founders, via your BAMF login.

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
Invoice Table logo
Trust score 52 of 100, Fair

Invoice Table

Unknown author

Review invoice records, flag duplicates, validate totals, and prepare spreadsheet-safe CSV.

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 52 of 100, Fair

Kyras

Unknown author

Marketing analytics from your real data: GA4, Piano, Matomo, Shopify, Google Ads, Meta Ads.

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 52 of 100, Fair

Read-only Shopify and WooCommerce profit analytics: P&L, COGS, product margins, ROAS and LTV.

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
SimpleDock logo
Trust score 52 of 100, Fair

SimpleDock

Unknown author

Warehouse dock appointment scheduling: find open slots, book, reschedule, approve, check in trucks.

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 52 of 100, Fair

Spaceti Intelligence

Unknown author

Spaceti workplace analytics: occupancy, environment, bookings, sensors. Read-only, OAuth 2.1 login.

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 52 of 100, Fair

Therapy for Teens

Unknown author

Teen-first library on CBT, DBT, and finding the right therapist.

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 52 of 100, Fair

Fluxito

Unknown author

Hosted MCP server for marketing analytics: plan tracking, draft GTM tags, audit tags. Free in beta

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 52 of 100, Fair

Govir

Unknown author

Threads analytics and posts in your Govir workspace: read stats, draft, schedule and publish.

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 52 of 100, Fair

Document Tools

Unknown author

Count the words in a text, make a calendar .ics file, or turn a table into a CSV file.

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 52 of 100, Fair

PivotBank

Unknown author

Convert bank statement PDFs to Excel, CSV, OFX or QBO, every row checked against the balances.

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 52 of 100, Fair

Manage Instagram and Facebook automations, conversations, templates, and analytics with AI.

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