Data Science & ML MCP 서버

Git Ingest

Reads GitHub repository structure and retrieves specified files, facilitating programmatic analysis of codebases.

Deep Research

Conducts in-depth, iterative research on any topic using AI-powered search, web scraping, and source evaluation to generate comprehensive reports.

DeepSeek

Integrates DeepSeek's language models with Model Context Protocol-compatible applications.

Sequential Thinking MAS

Enables complex problem-solving by leveraging a multi-agent system for deeper analysis and coordinated task execution.

Spring AI Examples

Provides practical code examples demonstrating the usage of Spring AI for various AI-related tasks.

Strava

Connects to the Strava API to provide tools for accessing fitness data through Large Language Models.

PDF Reader

Securely reads and extracts text, metadata, and page counts from PDF files (local or URL) for use by AI agents.

ImageSorcery

Empowers AI assistants with image processing capabilities such as cropping, resizing, object detection, and OCR through an MCP server.

Investor Agent

Provides financial insights and analysis to Large Language Models via a Model Context Protocol (MCP) server.

ClimateTraceKMP

Visualizes climate-related emission data sourced from ClimateTrace.org.

Octocode

Indexes codebases and builds intelligent knowledge graphs for semantic search and AI-powered assistance.

Documentation

Manages and semantically searches documents using AI embeddings, bridging knowledge gaps for various content types.

LangConnect

Provides a Streamlit-based Retrieval-Augmented Generation (RAG) client with vector search, comprehensive document management, Supabase authentication, and Model Context Protocol (MCP) integration for AI assistants.

Tinystruct

Empowers developers to create robust, efficient, and scalable web and CLI applications using a lightweight, modular Java framework with AI integration.

Massive.com

Provides an LLM-friendly interface to Massive.com's comprehensive financial market data API.

Mapbox

Provides AI agents and applications with seamless access to Mapbox's geospatial intelligence platform through the Model Context Protocol.

FinLab AI

Empower AI to discover and mass-produce alpha-generating quantitative trading strategies.

Codemogger

Indexes source code with tree-sitter, chunks it into semantic units, embeds them locally, and stores everything in a single SQLite file for vector and full-text search.

Lucid

Grounds autonomous AI agents in verified, real-time knowledge at scale to prevent hallucinations and ensure accurate responses.

EDDI

Orchestrates multi-agent conversations and business logic, providing intelligent routing, conversation management, and API orchestration for sophisticated AI-powered applications.