Data Science & ML MCP 服务器

Perplexity Search

Integrates Perplexity's AI API with Large Language Models via the Model Context Protocol (MCP).

Turso Cloud

Integrates Turso databases with Large Language Models (LLMs) using the Model Context Protocol (MCP).

SqlServer Integration

Enables Large Language Models to interact with and query Microsoft SQL Server databases.

Solr

Enables AI assistants to perform powerful search queries against Solr indexes by combining keyword and vector search capabilities.

BI Chart

Enables AI assistants to connect to data sources, transform data, and generate visualizations through natural language requests.

ClickHouse

Provides AI assistants with a secure and structured way to explore and analyze ClickHouse databases.

Code Agent

Implements an AI agent that interacts with the MCP framework using OpenAI LLMs to perform code actions.

Analysis Templates

Manages and serves standardized prompt templates for content analysis via the Model Context Protocol (MCP).

Systems

Runs and documents systems models defined using the lethain:systems Python library.

Grok

Integrates Grok AI's capabilities, including chat completion, image understanding, and function calling, into Cline via the Model Context Protocol.

Chess

Enables playing chess against an AI opponent powered by a language model.

Meilisearch

Enables AI assistants to interact with Meilisearch through a standardized Model Context Protocol (MCP) interface.

Mlflow Natural Language Interface

Enables querying and managing MLflow tracking servers using natural language via the Model Context Protocol (MCP).

Reddit

Enables large language models to interact with and analyze Reddit content via the Model Context Protocol (MCP).

Download

Manages file downloads through an AI model via standardized Model Context Protocol (MCP) interface.

Memoer

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

Hugging Face Hub Semantic Search

Provides AI-powered semantic search and discovery capabilities for Hugging Face models and datasets via a Model Context Protocol server.

AIFoundry Fabric GraphQL

Demonstrates integration of Azure OpenAI-based AI agents with Microsoft Fabric data warehouses through GraphQL using the Model Context Protocol (MCP).

Freedanfan

Standardizes context interaction between AI models and development environments using FastAPI and the Model Context Protocol (MCP).

WebScraping.AI

Extracts data from web pages using a Model Context Protocol (MCP) server implementation that integrates with WebScraping.AI.