Data Science & ML MCP 服务器

Google Analytics

Accesses Google Analytics 4 (GA4) data via an MCP server implementation.

Databricks

Provides seamless integration with Databricks Unity Catalog for AI assistants.

Tapp Exchange

Facilitates AI agent interaction with Tapp Exchange, a decentralized exchange on the Aptos blockchain, for comprehensive pool, trading, liquidity, and position management.

OpenBanking

Integrates local Ollama LLMs with a Model Context Protocol server to power OpenBanking applications.

Time

Provides real-time clock and timezone information for large language models.

Neo

Facilitates AI-driven portfolio rebalancing and token management on the Hedera network.

Calc-mcp72

Provides basic arithmetic operations as tools callable by Large Language Models (LLMs) through the Model Context Protocol.

Cirro Data

Facilitates multi-agent conversation protocols for interacting with the Cirro Data OpenAPI.

Dbmcp

Provides an instant, lightweight MongoDB server compliant with the MCP specification for seamless integration with any AI agent.

Flight Finder

Enables AI assistants to search, analyze, and provide intelligent booking recommendations for flights across multiple online sources.

Stockholm Public Transport AI

Provides AI agents with real-time Stockholm public transport data for answering travel-related queries.

PyBoy

Connects large language models to Game Boy games through emulation, enabling programmatic interaction and analysis.

Protein

Retrieves and analyzes 3D protein structural data from RCSB PDB, PDBe, and UniProt with multi-provider orchestration and comprehensive analysis tools.

File Tool

Enables AI models to perform file system operations through a standardized API.

Local

Implements an advanced AI agent system with intelligent tool orchestration, multi-LLM support, and enterprise-grade reliability for scalable Model Context Protocol architectures.

Weather

Integrates the National Weather Service API to provide real-time weather forecasts and alerts to AI clients.

GLM Multimodal

Extends GLM-4.5V's capabilities to include multimodal interactions, offering advanced image processing, visual querying, and comprehensive file content extraction.

Beeper

Provides read-only access to local Beeper chat conversations on macOS for Model Context Protocol (MCP) clients.

Fledge

Connects Fledge functionality to Cursor AI, enabling interaction with Fledge instances using natural language commands.

Cloudrake

Extracts logs and unified data from diverse cloud services for AI-driven analysis.