Data Science & ML MCP 服务器

Prompt Optimizer

Optimizes AI prompts for clarity, specificity, and structure within the Model Context Protocol.

AI Music Recommender

Generates personalized music playlists and recommendations by analyzing user listening patterns with AI-powered insights.

CockroachDB by CData

Enables querying of live CockroachDB data within LLMs like Claude Desktop through a Model Context Protocol (MCP) interface.

Yahoo Finance

Accesses Yahoo Finance data and provides note storage and summarization functionalities.

Llama 4 Maverick

Integrates local Llama models with Claude Desktop, enabling private, custom, and cost-effective AI operations through the Model Context Protocol.

Oura Voice

Enables AI assistants to securely access, analyze, and visualize Oura Ring health data through a structured protocol.

LightRAG

Connect AI assistants to LightRAG's powerful knowledge graph and RAG capabilities via the Model Context Protocol.

Mecha Agent

Enables AI agents to interact with the Mecha Agent platform.

AppContext

Empowers AI coding assistants with real-time visual context from iOS Simulators and React Native apps.

Hospitaliti Jobs Knowledge Base

Provides Large Language Models with access to job-related data from the Hospitaliti Jobs API.

Morpho Api

Enables querying of Morpho's GraphQL API for market data, vaults, positions, and more.

Axiom Guardian

Challenges proposed actions before execution, enforcing clarity and coherence with predefined principles through adversarial questioning and NLI-based reasoning evaluation.

Phoenix by CData

Enables querying Phoenix data from Claude Desktop through CData JDBC Drivers via a read-only Model Context Protocol (MCP) server.

Math

Provides a secure Model Context Protocol server for evaluating mathematical expressions with robust grammar validation and comprehensive safety features.

ALex

Empowers AI agents with searchable access to any markdown content through discoverable resources and an embedded full-text search engine.

ACDC

Enables AI agents to discover and search through local content and resources dynamically using the Model Context Protocol.

MySQL

Provides a secure, controlled interface for AI assistants to interact with and analyze MySQL databases.

RIG

Provides a secure, audited platform for AI agents to access and manage structured tools from various SDKs, exporting them as a standardized MCP server.

Resume Agent

Provides intelligent, queryable responses about a user's professional background through a standardized Model Context Protocol server.

E-Gonghun

Provides an MCP server to access and query historical merit records and public reports of independence patriots from the Ministry of Patriots and Veterans Affairs' electronic archives.