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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 Excel MCP Server at 77, google-analytics-mcp at 75, MCP Server for Excel at 74. 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 77 of 100, Good

Create and edit Excel files with AI: charts, PivotTables, formulas. No Excel needed.

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 17 days ago.
4.3K stars—/wk weekly downloads— tools
Trust score 75 of 100, Good

GA4 MCP server for AI agents: schema discovery, server-side aggregation, analysis-ready defaults.

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.
243 stars35/wk weekly downloads— tools
Trust score 74 of 100, Good

Excel automation for AI - Sheets, Power Query, DAX, VBA, Tables, Ranges and more. Windows only.

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 11 days ago.
834 stars—/wk weekly downloads— tools
Trust score 74 of 100, Good

Google Search Console MCP: search performance analytics, rankings, sitemaps, and indexing health.

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.
40 stars334/wk weekly downloads— tools
Trust score 73 of 100, Good

Google Search Console + Bing + GA4 + AdSense — unified SEO intelligence for AI agents.

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 2 months ago.
303 stars—/wk weekly downloads— tools
Trust score 73 of 100, Good

AdLoop

by klosk · Python

Google Ads, Reddit Ads, GA4 and Tag Manager in your AI client, with a preview before every change.

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 10 days ago.
290 stars—/wk weekly downloads— tools
Trust score 73 of 100, Good

Hermoso

by hermoso-ai · JavaScript

AI marketing agent and AI ad generator: 1182 tools, usable alone. No model markup on Starter and up.

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 7 days ago.
3 stars7.8K/wk weekly downloads— tools
Trust score 72 of 100, Good

Access US federal award, recipient, agency, and spending analytics data from USAspending.gov.

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 12 days ago.
5 stars349/wk weekly downloads— tools
Trust score 71 of 100, Good

ckan-mcp-server

by ondata · TypeScript

MCP server for interacting with CKAN open data portals

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 11 days ago.
59 stars—/wk weekly downloads— tools
Trust score 70 of 100, Good

Defillama

by pipeworx-io · JavaScript

DefiLlama MCP — DeFi analytics from DefiLlama (free, no auth)

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 9 days ago.
1 stars212/wk weekly downloads— tools
Trust score 69 of 100, Good

Query Yandex Metrica analytics — reports, trends, metadata and raw log exports — via an AI agent.

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.
15 stars—/wk weekly downloads— tools
Trust score 69 of 100, Good

Scherlok

by rbmuller · Python

Zero-config data-quality monitoring: profile a warehouse, detect anomalies, gate CI.

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 19 days ago.
11 stars—/wk weekly downloads— tools
Trust score 69 of 100, Good

New Caledonia Open Data (data.gouv.nc) — OpenDataSoft MCP.

RegistryRemote
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: C. 66/100 for listing completeness. Lost points: no README, short summary.Maintenance: A. Last commit or release 9 days ago.
0 stars424/wk weekly downloads2 tools
Trust score 69 of 100, Good

Statcan

by pipeworx-io · JavaScript

StatCan MCP — Statistics Canada (StatCan) via the Web Data Service (WDS). Free, no auth. Fills the…

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 9 days ago.
0 stars219/wk weekly downloads— tools
Trust score 68 of 100, Good

Read-only codal.ir: search disclosures of Iranian listed companies, read letters and statements.

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 5 days ago.
7 stars—/wk weekly downloads— tools
Statistics Canada MCP Server logo
Trust score 68 of 100, Good

Access Statistics Canada data via the Web Data Services API

RegistryRemote
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: B. 70/100 for listing completeness. Lost points: no README, short summary.Maintenance: B. Last commit or release 49 days ago.
7 stars—/wk weekly downloads19 tools
Trust score 68 of 100, Good

Portkey Admin API control-plane MCP server with Prisma AIRS interoperability guidance.

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 10 days ago.
6 stars—/wk weekly downloads— tools
Trust score 68 of 100, Good

Cms

by pipeworx-io · JavaScript

CMS Open Data MCP — US Centers for Medicare & Medicaid Services.

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 9 days ago.
1 stars31/wk weekly downloads— tools
Trust score 68 of 100, Good

Data Nl

by pipeworx-io · JavaScript

Netherlands Open Data (data.overheid.nl/data) CKAN 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 9 days ago.
1 stars19/wk weekly downloads— tools
Trust score 68 of 100, Good

Data Oregon

by pipeworx-io · JavaScript

Oregon Open Data — US government open data (data.oregon.gov) via the Socrata SoQL API: state…

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 9 days ago.
1 stars20/wk weekly downloads— tools
Trust score 68 of 100, Good

Jersey Open Data MCP — opendata.gov.je, the official statistics / open-data portal of the Channel…

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 9 days ago.
1 stars28/wk weekly downloads— tools
Trust score 68 of 100, Good

DataCincinnati MCP — Cincinnati open data (data.cincinnati-oh.gov, Socrata SODA API).

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 9 days ago.
0 stars36/wk weekly downloads— tools
Trust score 68 of 100, Good

Île-de-France Open Data (data.iledefrance.fr) — OpenDataSoft 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 9 days ago.
0 stars36/wk weekly downloads— tools
Trust score 68 of 100, Good

Semrush

by pipeworx-io · JavaScript

Semrush MCP Pack — SEO analytics via the Semrush Analytics API.

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 9 days ago.
0 stars40/wk weekly downloads— tools