Data Science & ML MCP 服务器

Amadeus

Connects to the Amadeus API to enable flight search, booking, and analysis capabilities for AI assistants.

PubMed

Enables programmatic access to PubMed data, focusing on open access research articles.

OpenDeepSearch

Conducts in-depth research on complex topics using iterative search and structured analysis.

Ollama

Establishes a powerful bridge between Ollama and the Model Context Protocol (MCP), enabling seamless integration of local LLM capabilities into MCP-powered applications.

Bilibili

Facilitates personalized video content selection for AI by providing access to Bilibili user data and search functionalities.

Hermes Search

Enables full-text and semantic search over Azure Cognitive Search using type-safe operations.

Fal AI

Serves as a Model Context Protocol (MCP) server, enabling image and video generation using the fal.ai APIs.

Qdrant Neo4j Crawl4AI

Combines Qdrant vector search, Neo4j knowledge graphs, and Crawl4AI web intelligence into a cohesive platform for agentic RAG and AI assistant interactions.

Flight Ticket

Provides a standardized interface for AI assistants to access real-time flight information and perform comprehensive flight route queries.

DeepClaude

Combines DeepSeek and Claude AI models to deliver enhanced and comprehensive AI responses.

Agentipy

Enables Claude AI to interact with the Solana blockchain by providing on-chain tools through a standardized interface.

Weather Sample

Integrates weather API services with multiple AI models, demonstrating a complete Model Context Protocol (MCP) client-server architecture.

NASS

Interfaces with the USDA NASS Quick Stats API to provide agricultural survey and census data to agentic AI systems.

Elasticsearch

Facilitates Elasticsearch data processing and search through Spring AI's Model Context Protocol.

Qdrant-OpenAI

Enables semantic search in Qdrant vector databases using OpenAI embeddings.

Allyson

Generates AI-powered animations by transforming static design files into dynamic SVG components.

Ollama Client

Enables natural language interaction with databases using language models served through Ollama.

Gralio

Access over 3 million SaaS reviews, pricing data, and more for over 30,000 software products.

Mistral OCR

Extracts text content from PDF files and images using the Mistral OCR API through an MCP server.

Hydrolix

Provides an MCP server interface, enabling large language models to interact with Hydrolix clusters for executing SQL queries and introspecting database schemas.