Data Science & ML MCP Servers

Data Exploration

522

Facilitates interactive data exploration by turning complex datasets into actionable insights.

Chroma

493

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

Airtable

416

Enables AI systems to interact with Airtable bases for reading and writing data.

Claude Debugs

485

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

Vibe Check

465

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

BioMCP

416

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.

Create Python

475

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

Dify Official Plugins

521

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

Redis

422

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

dbt

488

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

Finance Data Server

436

Provides access to real-time financial news, stock data, and index data via the Tushare API for language models.

Pg-Mcp

536

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

Rag

438

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

Alpaca

505

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

GhidrAssist

442

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

CoexistAI

430

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

Postgres AI Agent

521

Enables AI assistants to safely query any PostgreSQL database using natural language, returning structured SQL results.

MinerU Tianshu

487

Transforms various document formats like PDF, Office, and images into Markdown using a high-performance, multi-GPU service, and integrates with AI assistants via the Model Context Protocol (MCP).

PDF Reader

496

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

AI Trader

474

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