Best Data & Analytics MCP Servers in 2026 — Top 10 Picks
Discover the top 10 Data & Analytics MCP servers for AI agents in 2026. Compare features, stars, and find the perfect tool.
Looking for the best Data & Analytics MCP servers? The Model Context Protocol (MCP) has revolutionized how AI agents interact with external tools and services. Here are the top 10 data & analytics MCP servers you should know about in 2026.
What Are Data & Analytics MCP Servers?
Data & Analytics MCP servers extend AI capabilities by providing specialized data & analytics functionality through the standardized Model Context Protocol. They allow AI agents like Claude, ChatGPT, and Cursor to interact with data & analytics tools seamlessly.
Top 10 Data & Analytics MCP Servers
1. Fastgpt — ⭐ 27,504 GitHub Stars
FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive s
Language: TypeScript | License: NOASSERTION
2. Genai Toolbox — ⭐ 13,507 GitHub Stars
MCP Toolbox for Databases is an open source MCP server for databases.
Language: Go | License: Apache-2.0
3. Mcp Go — ⭐ 8,415 GitHub Stars
A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.
Language: Go | License: MIT
4. Kreuzberg — ⭐ 7,077 GitHub Stars
A polyglot document intelligence framework with a Rust core. Extract text, metadata, and structured information from PDFs, Office documents, images, and 88+ formats. Available for Rust, Python, Ruby, Java, Go, PHP, Elixir, C#, R, C, TypeScript (Node/Bun/Wasm/Deno)- or use via CLI, REST API, or MCP s
Language: Rust | License: MIT
5. MCP Server Chart — ⭐ 3,876 GitHub Stars
🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.
Language: TypeScript | License: MIT
6. Mcp — ⭐ 2,847 GitHub Stars
Catalog of official Microsoft MCP (Model Context Protocol) server implementations for AI-powered data access and tool integration
Language: C# | License: MIT
7. Dbhub — ⭐ 2,397 GitHub Stars
Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.
Language: TypeScript | License: MIT
8. Engram — ⭐ 1,814 GitHub Stars
Persistent memory system for AI coding agents. Agent-agnostic Go binary with SQLite + FTS5, MCP server, HTTP API, CLI, and TUI.
Language: Go | License: MIT
9. MCP Server — ⭐ 1,714 GitHub Stars
An MCP server for interacting with the Financial Datasets stock market API.
Language: Python | License: MIT
10. Mysql MCP Server — ⭐ 1,184 GitHub Stars
A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases
Language: Python | License: MIT
How to Choose the Right Data & Analytics MCP Server
When selecting a data & analytics MCP server, consider:
- Compatibility — Does it work with your AI client (Claude Desktop, Cursor, VS Code)?
- Active maintenance — Check the last commit date and issue response time.
- Community size — More stars and contributors usually means better support.
- Documentation — Good docs save hours of setup time.
- Security — Review permissions and data access carefully.
Getting Started
Most MCP servers can be installed with a single command. Visit each server's detail page for installation instructions, or browse our full MCP Server Directory to discover more.
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