Data Science & ML MCP 服务器

Postgres

Enables AI models to interact with PostgreSQL databases through a standardized Model Context Protocol interface.

Findata

Retrieves stock data from the Alpha Vantage API for use as context in Large Language Models.

KoboldCPP

Enables integration between KoboldAI's text generation and applications compatible with the Model Context Protocol (MCP).

Foundry

Enables AI assistants to interact with Foundry datasets, ontology objects, and functions using the Model Context Protocol.

Ai-Agent-Directory

Browse and discover open-source AI agent and MCP orchestration tools.

BloodHound

Analyzes and visualizes complex network relationships within Active Directory environments.

MySQL Server

Enables AI models to interact with MySQL databases through a standardized Model Context Protocol interface.

Phalcon

Provides blockchain transaction analysis tools by integrating with the BlockSec platform.

Memoer

Manages memories programmatically with local storage, semantic search, and OpenAI embeddings.

Caltrain

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

Mermaid Validator

Validates and optionally renders Mermaid diagrams using a Python Model Context Protocol (MCP) server.

AgentSource

Provides live, comprehensive company and contact data from Explorium's AgentSource platform, exclusively for use within Claude Desktop.

iTunes

Integrates command-line interfaces and AI applications with Apple Music libraries, providing ultra-fast search and smart playback.

Advanced Reasoning

Empowers AI with advanced cognitive capabilities for meta-reasoning, hypothesis testing, and structured knowledge management through integrated memory libraries.

Data Commons

Provides an HTTP API endpoint for a Model Context Protocol (MCP) server, enabling access to data from diverse open-access publishers using an LLM and search API.

Visualization

Create interactive data visualizations, offering a range of charts from relationship graphs to 3D plots via the Model Context Protocol.

Seitrace Insights

Exposes the Seitrace Insights API as model-friendly tools, enabling natural-language access to blockchain and token data for AI assistants.

Zignet

Provides intelligent code analysis, validation, and documentation for Zig, leveraging a fine-tuned LLM and the official Zig compiler.

REST Adapter

Convert REST API specifications into MCP (Model Context Protocol) tools for AI agents.

Hydra

Orchestrates multiple large language models, including GPT, Gemini, Claude, and local models, for comparison, consensus, and synthesis from a single terminal.