Data Science & ML MCP 服务器

Cloudrake

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

Freesound

Enables AI assistants to search, analyze, and retrieve audio samples and information from Freesound.org via an MCP server.

Exa Search API

Provides a Multi-Agent Conversation Protocol (MCP) server for the Exa OpenAPI specification.

MariaDB Agent

Connects AI assistants to MariaDB databases, enabling execution of SQL queries and semantic search over vector data.

Remote Server

Deploys an authentication-less Model Context Protocol (MCP) server on Cloudflare Workers.

Librarian

Enables large language models to query Wikipedia for information and automatically fact-check factual claims.

ConceptNet

Provides structured access to the ConceptNet knowledge graph, delivering semantic knowledge for Large Language Models and AI applications.

Raworc

Enables AI assistants to seamlessly interact with Raworc's agent runtime platform via the Model Context Protocol.

AI Content Categorization

Leverages AI to categorize, tag, and enhance educational course content.

Angle One

Provides a Model Context Protocol (MCP) server for accessing financial data and executing trading operations using Angle One's trading APIs.

Notes

Develops a simple Model Context Protocol server for managing interactive data and functionalities.

Spring AI Server Client

Facilitates building AI-powered applications by showcasing Spring AI's Model Completion Provider (MCP) protocol for seamless server-client communication.

GitHub Gemini

Integrates GitHub with Google Gemini API for intelligent code assistance and repository management.

LLM File System Agent

Automate file system operations through natural language commands powered by an LLM.

Writer

Manages character knowledge and relationships for creative writing projects, acting as a Model Context Protocol server.

Claude Sidekick

Integrates local Ollama models with Claude, enabling delegation of simpler tasks to conserve tokens for advanced reasoning.

Fabric AI Agent

Provides an AI-driven, MCP-compliant interface for natural language querying and analysis of Microsoft Fabric Data Warehouses.

Zoho Projects by CData

Enables Large Language Models (LLMs) to query live Zoho Projects data using natural language, by wrapping CData JDBC Drivers.

Healthcare Data

Streamlines common healthcare data pulls and analytics for value-based care, quality measures, and financial metrics.