Data Science & ML MCP 服务器

GraphQL

Enables Large Language Models to interact with GraphQL APIs through schema introspection and query execution.

Exa

Enables AI-powered code search using the Exa API within an MCP environment.

X-Act

Compose AI assistants with this library.

Mollie

Enables querying Mollie payment data using natural language via an LLM.

Scenext

Generates educational explanation videos based on topics using the Scenext AI video generation platform.

InsightsLibrary

Provides a free, plug-and-play knowledge base with over 10,000 high-quality insight reports and secure local data storage.

Hong Kong Transportation

Provides access to Hong Kong transportation-related data, including passenger traffic statistics and real-time bus arrival information.

Langtools

Orchestrates best-in-class language tools for multi-language code analysis and static checks across AI agents, LLMs, and automation workflows.

NLSQL

Transforms natural language questions into SQL queries utilizing AI-powered multi-agent systems.

Excel

Provides a Python-based server that empowers LLMs and AI agents to programmatically manipulate Excel workbooks and worksheets.

Solesonic

Exposes an HTTP Model Context Protocol (MCP) server using Spring Boot and Spring AI to provide custom, secured tools.

Better Chat

Facilitates the creation of AI chat applications with multi-model support, secure user data isolation, and advanced conversation management.

AI Automation

Provides a curated collection of cutting-edge, production-ready AI solutions for enterprise productivity, document intelligence, workflow automation, and developer augmentation.

Image Recognition

Provides AI-powered image recognition and description capabilities using OpenAI-compatible vision models.

Doubao Image Video

Provides an MCP server to integrate Doubao's advanced image and video generation capabilities into various clients.

Agent Memory

Provides AI agents with high-performance, self-evolving long-term memory and knowledge management capabilities.

CASCADE Memory Enterprise

Provides AI systems with a structured, six-layer cognitive memory featuring temporal decay, importance scoring, and accelerated access.

MetriLLM

Benchmark local LLM models to assess speed, quality, and hardware fitness, generating a shareable global score and leaderboard rank.

Elnora

Integrate AI agents with the Elnora bioprotocol optimization platform using the Model Context Protocol.

Plasmate

Transforms HTML into a compact Semantic Object Model (SOM) for agents, offering significantly faster web page processing than traditional browsers.