Data Science & ML MCP Servers

Polyglot DB

Unify management and natural language querying across 20 different databases through a single interface.

FS Query

Extracts code symbols like functions, classes, and structs from codebases with surgical precision for AI assistants.

Medikode

Enables AI assistants to directly access Medikode's AI-driven medical coding tools through the Model Context Protocol.

Spreadsheet

Enables LLMs to directly access and utilize data from Google Spreadsheets.

Prompt Enhancer

Intelligently preprocesses LLM prompts with adaptive context management to improve AI response quality.

HK Recreation

Offers a FastMCP interface to access Hong Kong's recreation, sports, and culture data.

News Instagram

Automates the intelligent scraping, AI-processing, and publishing of Canadian news into engaging Instagram content.

Web-LLM

Provides an MCP server to programmatically interact with Web-LLM models running in a browser environment.

Layer2

Enables AI models to interact with Ethereum Layer 2 networks for deploying tokens and managing transactions.

FullStack Hub

Provides a comprehensive toolkit unifying 50+ free tools, a built-in RAG system, and a GUI, all designed to run out-of-the-box with various LLM clients.

YouTube Transcript

Retrieves YouTube video transcripts, enabling AI models to easily access and utilize subtitle data.

Gen0Sec WAF Rule Generation

Generates and validates Wirefilter WAF rules, providing contextual information and testing tools to aid LLMs.

Google Drive for Gemini CLI

Enables Google Gemini CLI to access and read native Google Drive documents (GDocs, GSheets, GSlides) accessible via the Windows virtual drive.

AetherLink

Control Software Defined Radios and decode radio protocols through an AI-friendly Model Context Protocol interface.

LLDB

Provides LLDB debugging functionality for use with Claude or other AI assistants.

LinkedIn Profile

Serves LinkedIn profile data via the Model Context Protocol (MCP) for integration with AI models like Anthropic.

Python Scripting

Execute local Python code, enabling calls to other tools and bridging diverse systems for robust automation.

Jina AI Grounding

Enhances LLM responses with factual, real-time web content via Jina.ai's Grounding API.

AI Support Desk

Provides intelligent AI-driven customer support capabilities by leveraging the Model Context Protocol.

Ai

Leverages AI models and resource sets for tasks like semantic search, relationship extraction, and context-aware question answering.