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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. 1320 published MCP servers match this ranking. The highest trust scores right now are Data Nl at 68, Data Oregon at 68, Jersey Opendata 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.

1,320 servers
Trust score 62 of 100, Good

Hosted Pinterest Pages MCP server, with each action switched on or off per account.

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 28 days ago.
0 stars—/wk weekly downloads— tools
Trust score 62 of 100, Good

Hosted Microsoft Clarity MCP server, with each action switched on or off per account.

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 28 days ago.
0 stars—/wk weekly downloads— tools
Trust score 62 of 100, Good

One hosted MCP server for 50 marketing platforms, with each action switched on or off per account.

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 28 days ago.
0 stars—/wk weekly downloads— tools
EndzoneAPI logo
Trust score 62 of 100, Good

NFL player props by sportsbook since 2023, plus play-by-play with EPA, stats and odds. REST and MCP.

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 19 days ago.
0 stars—/wk weekly downloads— tools
Trust score 62 of 100, Good

Hosted TikTok Pages MCP server, with each action switched on or off per account.

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 28 days ago.
0 stars—/wk weekly downloads— tools
datatomcp logo
Trust score 62 of 100, Good

AI-native data layer: sheets, databases and apps for every agent, with exact answers and audit.

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 14 days ago.
0 stars—/wk weekly downloads— tools
Trust score 62 of 100, Good

Hosted MCP for Google Ads, Search Console, GA4 and Merchant Center: ask, build, approve changes.

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 5 days ago.
0 stars—/wk weekly downloads— tools
GSC PAP logo
Trust score 62 of 100, Good

Google Search Console, GA4 and PageSpeed MCP server for Claude, ChatGPT and Cursor. Free, hosted.

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 18 days ago.
0 stars—/wk weekly downloads— tools
LogBrew logo
Trust score 62 of 100, Good

LogBrew

by logbrewco · Rust

Read LogBrew errors, slow traces, logs, and product analytics, and triage issues with consent.

RegistryRemote
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 7 days ago.
0 stars—/wk weekly downloads— tools
Trust score 61 of 100, Good

Tabular data retrieval. Index CSV/Excel, query rows, aggregate. 99%+ savings vs raw file reads.

Registry
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.
82 stars—/wk weekly downloads— tools
Trust score 61 of 100, Good

Your job-application tracker in Excel, CSV or Google Sheets: follow-ups, funnel, confirmed writes

Registry
LicenseQualityMaintenanceLicense: 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.
— stars—/wk weekly downloads— tools
Trust score 58 of 100, Fair

First-party unsampled Shopify analytics MCP — sessions, attribution, funnels, leaks. 26 tools.

RegistryRemote
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: A. 89/100 for listing completeness. Lost points: 1 of 14 tools barely described, short summary, no docs link.Maintenance: B. Last commit or release 2 months ago.
0 stars—/wk weekly downloads14 tools
Switzerland MCP 🇨🇭 logo
Trust score 58 of 100, Fair

Swiss open data MCP server. 94 tools, zero API keys. Transport, weather, geodata, catalogue.

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.
— stars104/wk weekly downloads— tools
Trust score 58 of 100, Fair

MCP server for Framedash game telemetry: query analytics, heatmaps, perf regressions, and alerts

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.
— stars62/wk weekly downloads— tools
Trust score 56 of 100, Fair

server

by malloydata · TypeScript

An open source MCP and REST server for Malloy semantic models, so AI agents, applications, and BI tools query one governed model instead…

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 13 days ago. Down one letter for 133 open issues against 118 stars.
118 stars2.8K/wk weekly downloads— tools
Trust score 56 of 100, Fair

xlsx-for-ai

by senoff · JavaScript

50 spreadsheet tools for .xlsx: recalc formulas, repair broken refs, read/write, diff, audit.

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 22 days ago.
6 stars3.2K/wk weekly downloads— tools
DMARKOFF — DMARC, SPF & DKIM Analytics logo
Trust score 55 of 100, Fair

DMARC analytics for AI assistants: SPF/DKIM, compliance, anomalies, p=reject readiness, onboarding.

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 23 days ago.
8 stars—/wk weekly downloads— tools
Trust score 55 of 100, Fair

mcp

by neuronsearchlab · TypeScript

Recommendations, search, catalogue, analytics, and platform admin tools for NeuronSearchLab

RegistryRemote
LicenseQualityMaintenanceLicense: 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.
0 stars—/wk weekly downloads— tools
Trust score 55 of 100, Fair

AI visibility analytics for brands across citations, prompts, competitors, research, and reports.

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

Paris commercial premises from open data: shopfront history, street turnover, sourced figures.

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 55 of 100, Fair

Centerfield building (Seoul) visitor pre-registration: validate, preview and register visitors.

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

Malaysia open data: datasets, dashboards, DOSM, weather, floods and transit, keyless.

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 55 of 100, Fair

Convert PDF, Word, Excel, PowerPoint, HTML, EPUB and URLs to Markdown; markitdown-mcp in Rust

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