Data Science & ML MCPサーバー

GraphDB

Provides read-only access to graphs within an Ontotext GraphDB repository, enabling LLMs to execute SPARQL queries.

Poisoning PoC

Demonstrates MCP Poisoning Attacks affecting AI agent workflows.

Vectara

Enables AI systems to interact with data sources and tools through the Model Context Protocol (MCP), providing fast, reliable RAG powered by Vectara.

CiteAssist

Retrieves citation data in BibTeX format from CiteAs and Google Scholar.

Microsoft Fabric

Enables generative AI tools to access and utilize Microsoft Fabric resources without requiring premium licensing.

Polygon

Provides access to Polygon.io financial market data via a Model Context Protocol (MCP) server, enabling LLMs to retrieve real-time and historical market information.

SQLite

Provides a Model Context Protocol (MCP) server for managing and analyzing SQLite databases.

Distri

Build and compose AI agents using YAML or Rust scripts, leveraging the MCP standard for inter-agent communication and capability sharing.

OpenMetadata

Enables standardized interaction with OpenMetadata through the Model Context Protocol.

Enhanced Postgres

Enables LLMs to read, write, and manage schemas in PostgreSQL databases.

Tavily

Provides AI-powered search capabilities for AI assistants, leveraging the Tavily API and Model Context Protocol.

DVMCP

Provides a deliberately vulnerable Model Context Protocol (MCP) server for security research and AI/ML security learning.

Unitree Go2

Enables natural language control of a Unitree Go2 robot via a Model Context Protocol (MCP) server.

Perplexity

Integrates Perplexity AI's language models with Claude using the Model Context Protocol.

Dalle

Generates and edits images using OpenAI's DALL-E API through a Model Context Protocol (MCP) server.

Akshare

Converts Akshare data interfaces into a standardized MCP tool format.

Comfy Pipeline

Integrates ComfyUI workflows into Open WebUI pipelines for image generation.

Unichat

Enables universal chat functionality by providing a unified API client for various AI models.

Toolbox LlamaIndex SDK

Integrates the Gen AI Toolbox functionalities into LlamaIndex LLM applications for advanced orchestration and GenAI model interaction.

Adk Rag

Implements a Retrieval-Augmented Generation (RAG) system leveraging Google's Agent Development Kit (ADK) and Qdrant vector database for enhanced LLM responses.