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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. 1322 published MCP servers match this ranking. The highest trust scores right now are Data Ua at 67, Who Euro at 67, Openfema 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.

1,322 servers
useClick logo
Trust score 52 of 100, Fair

useClick

Unknown author

Short links, QR codes, link and website analytics: create and edit links, read clicks and visitors.

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
Accredible MCP by usefulapi logo
Trust score 52 of 100, Fair

Read Accredible credentials, groups, designs, analytics, skills; issue one credential as a draft.

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
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
Dub MCP by usefulapi logo
Trust score 52 of 100, Fair

Short links with click, lead and sale analytics, customers, tags and the partner programme.

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
Kinsta MCP by usefulapi logo
Trust score 52 of 100, Fair

Read Kinsta sites, environments, backups, logs and analytics; clear caches, restart PHP, back up.

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
Lago MCP by usefulapi logo
Trust score 52 of 100, Fair

Read Lago customers, subscriptions, invoices, usage and revenue analytics; write events.

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
Fathom Analytics MCP by usefulapi logo
Trust score 52 of 100, Fair

Query Fathom Analytics sites, stats, current visitors and events, and manage sites and events.

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
X-RAY logo
Trust score 52 of 100, Fair

X-RAY

Unknown author

The map of who is doing what in Web3: actors, their links and every public move.

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
Pulse Analytics MCP server logo
Trust score 52 of 100, Fair

Read-only web analytics from Pulse: your sites, totals, trends, breakdowns and realtime visitors.

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

Write Excel .xlsx from rows, read spreadsheets or CSV from a URL, extract text from PDFs

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

Podhome

Unknown author

Manage Podhome podcasts: episodes, chapters, transcripts, clips, people and analytics.

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

Social media management, multi-platform publishing, AI generation, and cross-channel analytics.

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

Atendio

Unknown author

Read WhatsApp conversations and analytics, and manage AI assistant rules in Atendio.

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
Ledgermoor Table to Excel logo
Trust score 52 of 100, Fair

Turn any table into a real .xlsx or CSV file: numbers stay numbers, header frozen. Free, no storage.

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
Leafmelt logo
Trust score 52 of 100, Fair

Leafmelt

Unknown author

PDF/Word/Excel/HTML to clean Markdown for LLMs and RAG. Keys $19/mo; 50 free calls a day.

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

Normalize bank statements (CSV, camt, MT940, OFX, QIF) to JSON, analyze, export.

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

Dubai home prices, rents, comparables and forecasts from Dubai Land Department open data.

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

Hosted MarkItDown: convert Word, PowerPoint, Excel, HTML and the text of PDFs to Markdown.

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

Ripples Metrics

Unknown author

Analytics for founders: traffic, search, ad spend, revenue and retention per product.

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

CSV structural checks and keyed diffs, SRT formatting, MCP result checks and review discovery.

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

Make real files from markdown or rows: Word .docx, CSV and print-ready HTML, with download links

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

Analytics and attribution for onchain apps: events, wallets, funnels, retention, and revenue.

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
Mini Accountant logo
Trust score 52 of 100, Fair

Invoicing, expenses, accounting analytics. OAuth 2.1 dynamic client registration, no API key.

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
QRFLOW.codes logo
Trust score 52 of 100, Fair

QRFLOW.codes

Unknown author

Create QR codes, re-point printed dynamic codes, name links on your domain, read scan analytics.

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