Data Science & ML MCP 服务器

QGIS Connect

Integrates Claude AI with QGIS for prompt-assisted project creation, layer manipulation, and code execution.

Hypernym

Provides semantic text analysis and compression capabilities via the Hypernym AI API.

Llm Bridge

Enables seamless integration with various Large Language Models (LLMs) through a model-agnostic Message Control Protocol (MCP) server.

Vishu

Automates comprehensive reconnaissance, security analysis, and task orchestration by leveraging AI-driven Large Language Models for efficient vulnerability detection and information gathering.

CanLII

Provides a Model Context Protocol (MCP) server interface to the CanLII API, enabling AI assistants to access Canadian legal information.

Caltrain

Provides real-time Caltrain departure information using GTFS data via the Model Context Protocol.

Image Reader

Enables listing and reading image files from a local directory, designed for integration with LLM agents.

OpenDigger

Enables LLMs to access and analyze OpenDigger data via MCP tools.

Unstructured

Processes unstructured documents to enable LLMs to extract and utilize their content.

Il2cpp Dump Analyzer

Analyzes IL2CPP dump.cs files from Unity games using an agentic RAG system and Model Context Protocol.

HeFeng Weather

Provides weather forecast data for locations in China using the HeFeng Weather API.

Clangaroo

Provides fast C++ code intelligence to large language models and coding agents via the Model Context Protocol.

Allure Report Reader

Transforms Allure test reports into LLM-friendly JSON formats for AI-assisted analysis.

Image Description

Enables AI assistants to analyze images using xAI's Grok vision API, supporting web URLs and local files with integrated OCR capabilities.

ImageGen

Integrates various state-of-the-art AI models for image generation into an MCP server.

LanceDB

Enables efficient vector storage, similarity search, and management of vector embeddings with associated metadata using LanceDB.

Persistproc

Enables large language models to manage and inspect long-running development processes.

Minecraft Bedrock

Offers a TypeScript-based server to programmatically control Minecraft Bedrock Edition using WebSocket connections.

Crypto Rei

Provides local implementations of various crypto data APIs for use with other applications.

XiaoAI Map

Enables AI language models to interact with Amap API services for geographic information, weather data, and route planning.