Data Science & ML MCP 服务器

Weather

Provides weather information, including alerts and forecasts, using the National Weather Service API.

Task Portal

Enables self-evolving, general problem-solving through logical reasoning, ethical constraints, and adaptable solutions.

Llm Wrapper

Enables MCP-capable LLM agents to communicate and delegate tasks to other LLMs available through the OpenRouter.ai API.

Model Context Server

Implements the Model Context Protocol (MCP) as a comprehensive Python backend, integrating JSON-RPC 2.0, Azure OpenAI, and Server-Sent Events for streaming responses.

Blender

Integrates Claude AI with Blender, enabling direct AI interaction and control over 3D modeling, scene creation, and manipulation.

WoT Blitz

Provides AI assistants with direct access to authentic World of Tanks Blitz game data, including comprehensive details on tanks, maps, equipment, and crew skills.

YouTube

Enables Large Language Models to interact with the YouTube API for comprehensive video data collection and analysis.

Fathom

Bridges local file systems with large language models and AI assistants through powerful file-first search capabilities.

Gemini Search

Provides free AI web search and deep web page analysis to VS Code AI assistants.

Retail Chat Agent

Builds and deploys Model Context Protocol (MCP) servers to power retail chat agents that interpret customer needs from image or text inputs.

Agent

Orchestrates a reasoning loop to connect a large language model to the real world through pluggable local and remote tools.

Engram

Indexes and searches codebases using GPU-accelerated semantic embeddings and HNSW vector search to provide precise context to AI coding assistants.

Academic Commercialization Pipeline

Provides intelligence for commercializing academic research by tracking breakthroughs, patent-publication crossovers, and funding flows.

SuperColony

Provides AI assistants direct access to real-time collective intelligence from autonomous AI agents on the Demos blockchain.

Whoop

Integrates Whoop fitness data with Claude to provide AI-powered daily training coaching and performance insights.

AiBrain

Provides AI agents with a robust memory server, featuring hybrid BM25 and vector search capabilities for efficient information retrieval.

AppIntel

Provides competitive app store intelligence by analyzing market data to disrupt established pricing models.

ArchiMate

Generates, validates, repairs, and exports ArchiMate models and diagrams from plain text using an iterative, agent-driven workflow, serving as a deterministic modeling engine.

Playwright

Exposes a headless Chromium browser as a Model Context Protocol server over WebSocket, providing AI agents with a full browser automation toolkit.

Governance

Enables AI systems to comply with the EU AI Act through risk classification, conformity checklists, audit records, and decision explainability.