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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. 1331 published MCP servers match this ranking. The highest trust scores right now are devicecloud at 65, Latvia Beneficial Owners at 65, Data Wa at 65. 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.

1,331 servers
Trust score 39 of 100, Limited

SocialBu

by socialbu · Python

Manage SocialBu posts, accounts, queues, analytics, automations, media, and listening.

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.
3 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

Grounds AI agents in Overture Maps open data — compact answers, no API key.

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 6 days ago.
3 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

Profiles CSV/Parquet/Excel/JSON files: schema, stats, quality flags and dtype tips for LLM agents.

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 29 days ago.
3 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

Patent intelligence — USPTO Open Data, PTAB, EPO OPS and BigQuery full-text search.

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.
2 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

MCP server for Sigma Computing. Provision dashboards, build models, and automate cloud analytics.

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 6 days ago.
2 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

Google Tag Manager + read-only GA4 MCP server. Read-only by default, gated writes, audits.

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 24 days ago.
2 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

Google Ads, Meta (Facebook) Ads, GA4 and Merchant Center analysis in plain language. Read-only.

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 26 days ago.
2 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

infra-lens-mcp

by oaslananka · TypeScript

SSH Linux metrics, baselines, anomaly detection, and plain-English infrastructure explanations.

Registry
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: D. 43/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: F. The repository is archived.
2 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

Patent search over 1.4B global records via Google Patents on BigQuery, with CN coverage.

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 38 days ago.
2 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

Read-only BigQuery tools for plain-language data questions, with a cost gate on every query

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 14 days ago.
2 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

Read conversations, leads, knowledge base and analytics of your Elfsight AI Chatbot widgets.

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 19 days ago.
2 stars—/wk weekly downloads2 tools
Trust score 39 of 100, Limited

Doconda

by b-c-software · TypeScript

Convert, create and edit Word, PowerPoint, Excel and PDF documents from any AI agent.

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 6 days ago.
2 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

Per-URL SEO verdicts from GSC, GA4, Matomo, Clarity, AI citations: refresh/expand/merge/kill.

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.
2 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

A Snowflake MCP server — SQL queries, schema exploration, and data insights for AI assistants

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.
2 stars—/wk weekly downloads— tools
Trust score 39 of 100, Limited

Data Bahrain

by pipeworx-io · JavaScript

Bahrain government open data — population and census statistics, education, GDP and labor market…

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.
0 stars31/wk weekly downloads— tools
Trust score 39 of 100, Limited

Data Qatar

by pipeworx-io · JavaScript

Qatar government open data — population, economic indicators, trade, and SDG social statistics…

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.
0 stars28/wk weekly downloads— tools
Trust score 39 of 100, Limited

Hk Companies

by pipeworx-io · JavaScript

Hong Kong Companies Registry (香港公司註冊處) open data via data.gov.hk (keyless): search companies by…

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 6 days ago.
0 stars24/wk weekly downloads— tools
Trust score 39 of 100, Limited

Flashalpha

by pipeworx-io · JavaScript

FlashAlpha MCP — wraps the FlashAlpha options-exposure analytics API (lab.flashalpha.com).

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 6 days ago.
0 stars30/wk weekly downloads— tools
Trust score 39 of 100, Limited

Avoindata Fi

by pipeworx-io · JavaScript

Finland Open Data (www.avoindata.fi/data/en) 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 8 days ago.
0 stars34/wk weekly downloads— tools
Trust score 39 of 100, Limited

Official UK, US and Australia public datasets as filtered CSV, REST API and MCP for AI agents.

RegistryRemote
LicenseQualityMaintenanceLicense: Not graded. No license is recorded for this server.Quality: D. 48/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: Not graded. No commit or release date has been recorded.
— stars29/wk weekly downloads— tools
Trust score 38 of 100, Limited

moysklad-mcp

by theyahia · TypeScript

MCP server for MoySklad — warehouse, inventory, orders, reports (Russia)

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.
10 stars54/wk weekly downloads— tools
beehiiv logo
Trust score 38 of 100, Limited

beehiiv

by beehiiv · Shell

Manage beehiiv newsletters, posts, podcasts, community, subscribers, and analytics.

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 25 days ago.
1 stars—/wk weekly downloads— tools
Trust score 38 of 100, Limited

GA4 SEO MCP

by germaniu · Python

Set up and audit site measurement: GA4, Search Console and PageSpeed. Read-only unless enabled.

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 6 days ago.
1 stars—/wk weekly downloads— tools
Trust score 38 of 100, Limited

MCP server for GroupDocs.Comparison — compare, analyze, and inspect documents via 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 50 days ago.
1 stars—/wk weekly downloads— tools