# Best MCP servers for data and analytics > The best MCP servers for data and analytics are Ida Pro MCP, Ask Jev and Jitsu, ranked by GitHub stars; Ida Pro MCP leads with 12,497 stars. The list covers 22 MCP servers in the appsgit catalog, one entry per repository. ## Key facts | Fact | Value | |---|---| | Question | What are the best MCP servers for data and analytics? | | Picks | 10 | | Top pick | Ida Pro MCP (12,497 stars) | | Data as of | Oct 7, 2026 | | Canonical URL | https://appsgit.com/best/mcp-servers-for-data-analytics | ## Ranked picks - [Ida Pro MCP](https://appsgit.com/mcp-servers/ida-pro-mcp) (12,497 stars, MIT, Python): Ida Pro MCP has 12,497 GitHub stars, runs without an API key, is written in Python and was last updated in September 2026. - [Ask Jev](https://appsgit.com/mcp-servers/ask-jev) (5,174 stars, MIT, TypeScript): Ask Jev has 5,174 GitHub stars, needs an API key or token, is written in TypeScript and was last updated in October 2026. - [Jitsu](https://appsgit.com/mcp-servers/jitsu) (5,101 stars, MIT, TypeScript): Jitsu has 5,101 GitHub stars, is published by the vendor itself, runs without an API key, is written in TypeScript and was last updated in October 2026. - [Google Ads + Meta Ads + SEO/GEO MCP](https://appsgit.com/mcp-servers/google-ads-meta-ads-seo-geo-mcp) (4,107 stars, MIT): Google Ads + Meta Ads + SEO/GEO MCP has 4,107 GitHub stars, runs without an API key and was last updated in September 2026. - [Blitz](https://appsgit.com/mcp-servers/blitz) (1,754 stars, Apache-2.0, Swift): Blitz has 1,754 GitHub stars, runs without an API key, is written in Swift and was last updated in May 2026. - [Chunkhound](https://appsgit.com/mcp-servers/chunkhound) (1,445 stars, MIT, Python): Chunkhound has 1,445 GitHub stars, is published by the vendor itself, runs without an API key, is written in Python and was last updated in October 2026. - [Jupyter MCP Server](https://appsgit.com/mcp-servers/jupyter-mcp-server) (1,297 stars, BSD-3-Clause, Python): Jupyter MCP Server has 1,297 GitHub stars, needs an API key or token, is written in Python and was last updated in October 2026. - [Power BI Authoring MCP Server (Local)](https://appsgit.com/mcp-servers/power-bi-authoring-mcp-server-local) (1,202 stars, MIT): Power BI Authoring MCP Server (Local) has 1,202 GitHub stars, is published by the vendor itself, runs without an API key and was last updated in September 2026. - [ClickHouse](https://appsgit.com/mcp-servers/clickhouse) (880 stars, Apache-2.0, Python): ClickHouse has 880 GitHub stars, is published by the vendor itself, needs an API key or token, is written in Python and was last updated in October 2026. - [Openanalytics](https://appsgit.com/mcp-servers/openanalytics) (615 stars, AGPL-3.0, TypeScript): Openanalytics has 615 GitHub stars, runs without an API key, is written in TypeScript and was last updated in September 2026. ## How this list was made - Candidates: the 22 MCP servers in the Data & analytics category on appsgit. - Ranked by GitHub stars, at most one entry per repository so one project cannot fill the list. - The catalog itself only lists MCP servers with a GitHub repository, a recognised open-source license, a commit in the last six months and an install path (a package or a remote URL). ## FAQ ### 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 (7 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: Jitsu, Chunkhound and Power BI Authoring MCP Server (Local) and 1 more are published by the vendor themselves. ### How do I install an MCP server? Local servers run as a command such as npx, uvx or docker run that you add to your client's MCP configuration; remote servers only need their URL. Every server page on appsgit has ready-made snippets for Claude Desktop, Claude Code, Cursor and VS Code. ## Related questions - [What are the best MCP servers for communication?](https://appsgit.com/best/mcp-servers-for-communication) - [What are the best MCP servers for finance?](https://appsgit.com/best/mcp-servers-for-finance) - [What are the best MCP servers for AI search and memory?](https://appsgit.com/best/mcp-servers-for-ai-search-memory) - [What are the best agent skills for coding?](https://appsgit.com/best/agent-skills-for-coding) - [What are the best agent skills for testing and QA?](https://appsgit.com/best/agent-skills-for-testing-qa) - [What are the best agent skills for docs and writing?](https://appsgit.com/best/agent-skills-for-docs-writing) - [What are the best agent skills for data analysis?](https://appsgit.com/best/agent-skills-for-data-analysis) - [What are the best agent skills for DevOps and cloud?](https://appsgit.com/best/agent-skills-for-devops-cloud) ## See also - [Data & analytics MCP servers](https://appsgit.com/mcp-servers/category/data-analytics) - [All MCP servers](https://appsgit.com/mcp-servers) - [Trending MCP servers](https://appsgit.com/mcp-servers/trending) - [Official MCP servers](https://appsgit.com/mcp-servers/official) --- Canonical page: https://appsgit.com/best/mcp-servers-for-data-analytics Source: appsgit (https://appsgit.com), the app store for github. Data from the GitHub API, refreshed nightly. Machine access: JSON API https://appsgit.com/api/v1/apps (OpenAPI: https://appsgit.com/openapi.json), MCP server https://mcp.appsgit.com/mcp, full index https://appsgit.com/llms-full.txt.