Data Science & ML MCP 服务器

Data Exploration

526

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

Chroma

502

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

Wren Engine

559

Powers AI agents with a semantic engine for accessing business data with accuracy, context, and governance.

Mcp Link

602

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

App Builder SDK

575

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

Dify Official Plugins

532

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

dbt

498

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

Npcpy

582

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

Nest

591

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

Pg-Mcp

535

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

Alpaca

529

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

GhidrAssist

503

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

Flow-Like

597

Orchestrates strongly typed, enterprise-scale workflows with seamless AI integration and high performance.

QueryWeaver

495

Transforms natural language questions into SQL queries using graph-powered schema understanding.

Postgres AI Agent

524

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

MinerU Tianshu

514

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

534

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

Blueprint

582

Generates detailed diagrams to visualize complex codebases and system architectures using AI.

Mantic

539

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

Overture

581

Visually maps the execution plan of AI coding agents as an interactive flowchart before code generation.