Data Science & ML MCP Servers

AWorld

348

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

Shinkai

333

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

Hfspace

331

Connects to Hugging Face Spaces to provide image generation, vision model, text-to-speech, and other capabilities to Claude Desktop with minimal setup.

AnnotateAI

331

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

Graphlit

330

Enables integration between Model Context Protocol (MCP) clients and the Graphlit service for content ingestion and knowledge retrieval.

Paws-on

329

Serves as a comprehensive Model Context Protocol implementation for advanced AI model interaction and data integration.

Nest

329

Exposes AI tools, resources, and prompts from NestJS applications using the Model Context Protocol.

Dify Official Plugins

313

Provides a collection of official plugins for the Dify platform, including models, tools, agent strategies, and extensions.

Anthropic Tools

312

Enables tool use and function calling with Anthropic models, facilitating interaction with external resources.

dbt

310

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

A-Share

310

Provides access to A-share market data through the Model Context Protocol (MCP).

Automation

290

Enables AI models to control macOS with mouse, keyboard, screen, and window management.

Google Sheets

274

Enables creating, reading, updating, and managing Google Sheets spreadsheets programmatically.

MemoryMesh

273

Provides structured memory persistence for AI models via a knowledge graph server utilizing the Model Context Protocol (MCP).

Alchemy

265

Connects large language models to relational databases, enabling exploration, query assistance, and data analysis.

Toolfront

264

Connects AI agents to databases, providing team's proven query patterns for collaborative learning and faster development.

Spring AI Examples

263

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

GhidrAssist

256

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

DeepSeek

255

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

Git Ingest

255

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