Data Science & ML MCP 服务器

Replicate

Provides resource-based access to AI model inference, particularly for image generation tasks, through the Replicate API.

Moz Readability Parser

Extracts and transforms webpage content into clean, LLM-optimized Markdown using Mozilla's Readability algorithm.

Consulting Agents

Enables Claude Code to consult with multiple AI agents for enhanced code analysis and problem-solving.

Sketchup

Connects Sketchup to Claude AI via the Model Context Protocol (MCP), enabling AI-assisted 3D modeling and scene manipulation.

Memory

Provides knowledge graph functionality for managing entities, relations, and observations in memory, with strict validation rules to maintain data consistency.

Ethereum RPC

Enables AI models to interact with Ethereum blockchain data via JSON-RPC calls.

DuckDB

Connects AI assistants to DuckDB for powerful data analysis through the Model Context Protocol.

SSI Stock Data

Enables AI assistants to query Vietnam stock intraday data using the SSI FastConnect API.

Multi-Agent Debate

Facilitates structured multi-agent debates between different AI personas.

CanLII

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

Document Indexer

Indexes and provides semantic search for local documents using a vector database and local language models.

Protocols.io

Enables AI clients to interact with scientific protocols and methods on protocols.io.

Lingshu

Serves the Lingshu medical artificial intelligence model as a FastMCP endpoint for diverse medical applications.

Graphiti

Integrates AI agents with a knowledge graph database to provide persistent memory and contextual continuity for prompts.

Runway

Access RunwayML's generative AI capabilities for video and image creation and editing.

The MCP Company

Provides a comprehensive benchmark for evaluating general-purpose agents on tasks requiring interaction with various real-world services through a vast collection of task-specific tools.

SAME

Provides AI coding agents with persistent, local memory and automatic context surfacing using semantic search.

BGPT

Empowers AI assistants to access a comprehensive database of scientific papers by extracting raw experimental data, methods, and conclusions directly from full-text studies.

Kiln

Empowers AI agents to design, queue, and execute physical manufacturing jobs on 3D printers with zero human intervention.

Scholar

Automates academic research workflows by providing comprehensive literature search, PDF ingestion, and citation management capabilities for coding agents.