Data Science & ML MCP 서버

Heurist Agent Framework

661

Provides a modular framework for building AI agents capable of interacting across multiple platforms and accessing external tools.

Memory Service

646

Provides semantic memory and persistent storage capabilities for Claude using ChromaDB and sentence transformers.

AWorld

644

Facilitates the building, evaluation, and running of general multi-agent assistance systems.

Jupyter

640

Enables interaction with Jupyter notebooks running in a local JupyterLab environment through the Model Context Protocol (MCP).

VectorCode

636

Indexes code repositories to provide context to LLMs for improved code completion and understanding.

Just Prompt

634

Provides a unified interface to multiple Large Language Model (LLM) providers, simplifying interaction with services like OpenAI, Anthropic, and Google Gemini.

Deebo

627

Automates debugging for AI coding agents by running parallel investigations and validating fixes.

Wassette

617

Provides a security-oriented runtime for executing WebAssembly Components through the MCP protocol, enhancing AI agent capabilities.

QGIS Model Context Protocol

616

Enables Large Language Models to interact with and control QGIS Desktop for tasks like project creation, layer loading, and code execution.

Knowledge Graph Memory

609

Enables persistent memory for Claude AI by leveraging a local knowledge graph to store and retrieve information.

Context Portal

609

Builds a project-specific knowledge graph to supercharge AI assistants with context-aware Retrieval Augmented Generation (RAG) capabilities.

Hyperbrowser

591

Scrape webpages, extract structured data, and crawl websites while providing access to browser agents.

Google Analytics

587

Integrates Google Analytics APIs with a local Model Context Protocol (MCP) server to provide LLM-consumable tools for analytics data.

Npcpy

582

Provides an agent-based framework with command-line tools for integrating AI models into daily workflows.

App Builder SDK

550

Facilitates rapid development of AI-native applications through model invocation, workflow orchestration, and application deployment.

Mem0

536

Provides long-term memory capabilities to AI agents through a Model Context Protocol (MCP) server.

Mcp Link

524

Converts APIs described by OpenAPI specifications into MCP-compatible interfaces for seamless integration with AI agents.

Yargi

514

Facilitates access to various Turkish legal databases, providing a standardized Model Context Protocol (MCP) interface.

Pg-Mcp

503

Exposes PostgreSQL databases to AI agents via the Model Context Protocol, offering rich schema discovery and query capabilities.

Financial Datasets

488

Provides access to real-time and historical stock market data for AI assistants through the Model Context Protocol (MCP).