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10 picks · ranked by GitHub stars

Best MCP servers for data and analytics

The best MCP servers for data and analytics are Ida Pro MCP, Agent-Native Analytics and Google Ads + Meta Ads + SEO/GEO MCP; Ida Pro MCP leads with 13,180 GitHub stars.

The list covers 25 MCP servers in the appsgit catalog, one entry per repository.

Updated · data from GitHub, refreshed daily

Top picks

  1. Rank 1:

    Ida Pro MCP

    mrexodia/ida-pro-mcp

    AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.

    Maintained · last commit Sep 26, 2026

    Data & analyticsPython

    Stands out for the most GitHub stars. Ida Pro MCP has 13,180 GitHub stars and runs without an API key.

  2. Rank 2:

    Agent-Native Analytics

    BuilderIO/agent-native

    Agent-Native Amplitude/Mixpanel - connect data sources, prompt for charts.

    Active · last commit Oct 28, 2026

    OfficialData & analyticsTypeScript

    Stands out for being published by the vendor itself. Agent-Native Analytics has 7,535 GitHub stars, is published by the vendor itself and runs without an API key.

  3. Rank 3:

    Google Ads + Meta Ads + SEO/GEO MCP

    irinabuht12-oss/google-ads-meta-ads-mcp

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

    Maintained · last commit Oct 27, 2026

    Data & analytics

    Stands out for running without an API key. Google Ads + Meta Ads + SEO/GEO MCP has 6,226 GitHub stars and runs without an API key.

At a glance

MCP servers for data and analytics compared

Ranked by GitHub stars, at most one entry per repository so one project cannot fill the list. Only projects that are MCP servers: listed in the official MCP registry, or described or tagged as an MCP server by the project itself. MCP clients and AI agents that merely support MCP are left out.

Top 10 picks compared, data as of Oct 28, 2026
AppStands out forLicenseGitHub starsLast commitAPI key
Ida Pro MCPthe most GitHub starsMIT13,180Sep 26, 2026Not needed
Agent-Native Analyticsbeing published by the vendor itselfMIT7,535Oct 28, 2026Not needed
Google Ads + Meta Ads + SEO/GEO MCPrunning without an API keyMIT6,226Oct 27, 2026Not needed
Ask Jeva permissive MIT licenseMIT5,252Oct 28, 2026Needed
Jitsuthe longest track record (since 2020)MIT5,118Oct 27, 2026Not needed
Blitz–Apache-2.01,761May 5, 2026Not needed
Chunkhound–MIT1,455Oct 25, 2026Not needed
Jupyter MCP Server–BSD-3-Clause1,314Oct 27, 2026Needed
Power BI Authoring MCP Server (Local)–MIT1,252Sep 29, 2026Not needed
ClickHouse–Apache-2.0898Oct 26, 2026Needed

Full ranking

All 10 picks, ranked

Ranked by GitHub stars, at most one entry per repository so one project cannot fill the list. Only projects that are MCP servers: listed in the official MCP registry, or described or tagged as an MCP server by the project itself. MCP clients and AI agents that merely support MCP are left out.

  1. 1

    Ida Pro MCP

    AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.

    Stands out for the most GitHub stars. Ida Pro MCP has 13,180 GitHub stars and runs without an API key.

  2. 2

    Agent-Native Analytics

    Agent-Native Amplitude/Mixpanel - connect data sources, prompt for charts.

    Stands out for being published by the vendor itself. Agent-Native Analytics has 7,535 GitHub stars, is published by the vendor itself and runs without an API key.

  3. 3

    Google Ads + Meta Ads + SEO/GEO MCP

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

    Stands out for running without an API key. Google Ads + Meta Ads + SEO/GEO MCP has 6,226 GitHub stars and runs without an API key.

  4. 4

    Ask Jev

    Evaluate state with typed choice, score, and probability questions.

    Stands out for a permissive MIT license. Ask Jev has 5,252 GitHub stars and needs an API key or token.

  5. 5

    Jitsu

    Manage Jitsu data pipelines: destinations, streams, connections, functions, live events.

    Stands out for the longest track record (since 2020). Jitsu has 5,118 GitHub stars, is published by the vendor itself and runs without an API key.

  6. 6

    Blitz

    Give AI agents full control over iOS/macOS development via a native macOS app with 30+ MCP tools.

    Blitz has 1,761 GitHub stars and runs without an API key.

  7. 7

    Chunkhound

    Your entire engineering context, deeply understood.

    Chunkhound has 1,455 GitHub stars, is published by the vendor itself and runs without an API key.

  8. 8

    Jupyter MCP Server

    🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.

    Jupyter MCP Server has 1,314 GitHub stars and needs an API key or token.

  9. 9

    Power BI Authoring MCP Server (Local)

    The Power BI Authoring MCP server lets an AI agent create and change Power BI semantic models.

    Power BI Authoring MCP Server (Local) has 1,252 GitHub stars, is published by the vendor itself and runs without an API key.

  10. 10

    ClickHouse

    Official ClickHouse MCP server for querying and exploring ClickHouse clusters and chDB.

    ClickHouse has 898 GitHub stars, is published by the vendor itself and needs an API key or token.

FAQ

Questions and answers

Still curious? Email info@appsgit.com.

Do these MCP servers need an API key?

3 of the 10 picks need an API key or token, for example Ask Jev; 7 run without one. Each page on appsgit lists the environment variables a MCP server expects.

Which AI clients work with these MCP servers?

Claude Code (all), Cursor (all), VS Code (all) and Claude Desktop (6 of 10). The client list comes from each project's published transport and package data; appsgit does not guess it.

Are any of these MCP servers official?

Yes: Agent-Native Analytics, Jitsu and Chunkhound and 2 more are published by the vendor themselves.

How is this list ranked?

Ranked by GitHub stars, at most one entry per repository so one project cannot fill the list. Only projects that are MCP servers: listed in the official MCP registry, or described or tagged as an MCP server by the project itself. MCP clients and AI agents that merely support MCP are left out.

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