Data Science & ML MCP Servers

ArangoDB

Facilitates database interactions with ArangoDB through a Model Context Protocol (MCP) server.

Pubmed Search

Searches PubMed via the Model Context Protocol (MCP).

World Bank Data

Enables AI assistants to interact with and analyze data from the World Bank open data API.

Tushare

Facilitates intelligent stock data analysis through a Model Context Protocol (MCP) server.

Excel Data Processor

Processes Excel files by providing microservice functionalities for reading, writing, and analyzing data.

Weather

Retrieves current weather information for a specified city using the Open-Meteo API.

Databricks

Enables LLMs to interact with Databricks clusters, jobs, notebooks, and more via the Model Completion Protocol (MCP).

OpenRouter Agents

Orchestrates research using Claude and Perplexity/GPT/Gemini models via OpenRouter.

Safe Local Python Executor

Executes Python code generated by LLMs in a secure, locally-hosted environment, leveraging Hugging Face's LocalPythonExecutor and MCP for LLM application integration.

Go-Mcp

Implements the Model Context Protocol (MCP) in Go, facilitating seamless integration between LLM applications and external resources.

Freepik

Integrates AI assistants with Freepik APIs for seamless visual content generation, search, and management.

Scientific Papers

Empowers Large Language Models with real-time access to scientific papers from arXiv and OpenAlex.

Any2Markdown

Converts PDF, Word, and Excel documents into Markdown format, offering a high-performance server solution with both Model Context Protocol (MCP) and RESTful API support.

CodeMerge

Automates code merging and application of edits using the Osmosis-Apply-1.7B model within an MCP server environment.

Data Product

Enables AI agents to discover, access, and query high-quality business data products while enforcing data governance policies.

Polymarket

Provides real-time Polymarket prediction market data, prices, and AI-powered analysis tools for seamless Claude Desktop integration.

AI Memory

Provides a production-ready Model Context Protocol (MCP) server for AI agents to store, retrieve, and manage semantic memory and contextual knowledge across sessions.

Tiger Slack

Integrates Slack data in real-time to power agentic AI assistants with conversational memory.

AI Vision

Provides AI-powered image and video analysis capabilities through a Model Context Protocol server, leveraging Google Gemini and Vertex AI models.

Generative UI

Enables AI models to generate a wide range of interactive visualizations like charts, diagrams, and UI mockups by providing on-demand design guidelines.