Data Science & ML MCP Servers

Nano Banana

27

Provides AI-powered image generation using Google's Gemini 2.5 Flash Image model through a Model Context Protocol server.

Dap

27

Enables interaction with debuggers using the Model Context Protocol to enhance debugging workflows.

Excel Reader

27

Enables reading and chunking of Excel files, providing pagination support for efficient data access.

Video Digest

27

Transcribes and summarizes video content from various online platforms using multiple transcription service providers.

Exif

27

Extracts image metadata (EXIF, XMP, ICC, IPTC, etc.) from various image formats.

SearXNG Enhanced

27

Enhances SearXNG with category-aware web search, website scraping, and date/time retrieval.

Perplexity

27

Enables AI assistants like Claude to access Perplexity's search and reasoning capabilities via an MCP server.

Coin

27

Retrieves cryptocurrency prices and information from the Bitget API.

Ramp

27

Enables retrieval and analysis of Ramp data via a Model Context Protocol (MCP) server.

HLedger

27

Integrate HLedger accounting data and functionality with AI assistants via a local Model Context Protocol (MCP) server.

Screenshot Website Fast

27

Captures high-quality webpage screenshots and tiles them for optimal AI model processing.

SearXNG

27

Enables AI assistants to perform privacy-respecting web searches using SearXNG.

Univer

27

Enables AI applications to automate and interact with spreadsheet operations using the powerful Univer framework.

Academia

27

Automate scientific research workflows by providing tools to search, fetch, analyze, and report on academic papers and datasets.

ESP32

27

Enables AI models to connect to ESP32 exposed interfaces using a Model Context Protocol (MCP) implementation.

JDBCX

27

Extends JDBC drivers to support dynamic, multi-language queries and federated data source connectivity.

Ai-Spark

26

Optimizes Apache Spark code using AI-powered analysis and suggests performance enhancements.

SQL Analyzer

26

Analyzes, lints, and converts SQL queries between different dialects.

Pptx-Xlsx

26

Enables AI assistance to interact with and modify PowerPoint and Excel files through Model Context Protocol.

GH

26

Enables LLMs to interact directly with Rhino and Grasshopper for .3dm file analysis, 3D modeling, and automated GHPython script generation.