Data Science & ML MCP 서버

Youtube Search

Enables AI assistants to search YouTube and retrieve video information via the Model Context Protocol.

YugabyteDB

Enables LLMs to interact with YugabyteDB by listing tables, schema, row counts, and running read-only SQL queries.

Ordiscan

Retrieves information about Ordinals and Runes on the Bitcoin network.

Tecton

Enables interaction with Tecton clusters, feature store management, and Tecton CLI command execution.

Brave Deep Research

Enables AI assistants to perform deep web research by combining Brave Search with Puppeteer-powered content extraction and link traversal.

Code Analysis

Provides advanced code analysis and semantic search capabilities for large codebases, facilitating automatic refactoring and domain understanding.

Agent System Statistics Example

Demonstrates an AI agent querying system CPU and memory statistics from a local server.

Mistral OCR

Extracts text content from PDF files and images using the Mistral OCR API through an MCP server.

Discord Vector DB

Facilitates the retrieval of Discord messages and stores them in a vector database, enabling semantic search and analysis.

Stock Analysis

Analyzes Indian stock portfolios and provides personalized recommendations using MongoDB data and the Alpha Vantage API.

Jina AI

Provides semantic, image, and cross-modal search functionalities.

PRIMS

Enables LLM agents to safely execute arbitrary Python code within a secure, ephemeral sandbox via a lightweight, open-source Model Context Protocol (MCP) server.

Lindorm

Facilitates interaction with Alibaba Cloud's Lindorm multi-model NoSQL database through a suite of tools for data retrieval and management.

Crypto PowerData

Acquires comprehensive cryptocurrency data and performs advanced technical analysis using the Model Context Protocol.

Files-DB

Provides LLM coding agents with vector search capabilities for software projects via the Message Control Protocol (MCP).

Model Context Protocol Server

Empowers AI assistants to safely utilize external tools by processing data and providing helpful error messages.

Zoekt

Integrates Zoekt's code search engine, providing comprehensive code retrieval capabilities for AI assistants.

Crypto Trending

Tracks and monitors the latest trending tokens on CoinGecko, providing real-time insights into popular cryptocurrencies.

GEO

Provides a Model Context Protocol (MCP) server interface for accessing Gene Expression Omnibus (GEO) data via the NCBI E-Utils API.

Ollama Client

Enables natural language interaction with databases using language models served through Ollama.