Data Science & ML MCP 서버

ReVa

498

Facilitates advanced reverse engineering tasks by acting as a model-agnostic AI assistant within environments like Ghidra, leveraging a tool-driven approach.

Claude Debugs

483

Enables any LLM to interactively debug code in any language through MCP and a VS Code Extension.

Create Python

474

Quickly scaffolds Python projects for Model Context Protocol (MCP) servers.

Chroma

468

Provides a Model Context Protocol (MCP) server implementation with database capabilities powered by Chroma for LLM applications.

Mantic

459

Enables ultra-fast, cognitive code search for AI agents by inferring intent from code structure without reading files.

dbt

457

Provides a Model Context Protocol (MCP) server for interacting with dbt projects.

Vibe Check

452

Implements strategic pattern interrupts in AI workflows to prevent cascading errors and tunnel vision.

Alpaca

450

Enables large language models to interact with Alpaca's trading infrastructure using natural language for stock and option trading.

Rag

435

Combines search and Large Language Models (LLMs) to generate insights from your data using Retrieval Augmented Generation (RAG).

PDF Reader

433

Accelerate PDF document processing for AI agents by extracting text, images, and metadata with parallel execution and precise content ordering.

AI Trader

423

Provides a comprehensive backtesting framework for algorithmic trading strategies, supporting multiple markets and featuring CLI tools and an integrated MCP server.

Archestra

422

Provides a secure runtime environment for fully-autonomous AI agents, designed for enterprise-grade deployment.

Shinkai

407

Empower users to build collaborative AI agents rapidly with a simple UI, supporting local and remote AI models, crypto payments, and multi-platform compatibility.

ChunkHound

406

Transforms codebases into searchable knowledge bases for AI assistants, providing both semantic and regex search capabilities via the Model Context Protocol.

GhidrAssist

400

Enables AI assistants and automated analysis tools to interact with Ghidra's reverse engineering capabilities through a standardized API.

AnnotateAI

398

Automatically annotates papers using Large Language Models (LLMs) to provide contextual information while reading.

CoexistAI

398

Automates and simplifies diverse research workflows by integrating large language models with web search, social media, mapping, and code exploration.

MotherDuck

394

Enables SQL analytics capabilities for Claude by integrating MotherDuck and local DuckDB.

BioMCP

394

Facilitates biomedical research by providing an open-source toolkit for AI assistants and agents to search and retrieve data on clinical trials, PubMed articles, and genomic variants.

Redis

390

Enables AI agents to manage and search data within Redis using natural language.