Data Science & ML MCP Servers

Core Lightning

Provides a standardized gRPC interface for Core Lightning nodes, enabling control via Large Language Models (LLMs) using the Model Context Protocol (MCP) specification.

NexusMind

Performs sophisticated scientific reasoning using a graph-of-thoughts approach and integrates with AI applications via the Model Context Protocol (MCP).

Postgres

Provides read-only access to PostgreSQL databases for Large Language Models, enabling schema inspection and query execution.

CodeRAG

Analyzes codebases and builds a comprehensive graph database using Neo4j to enable AI-powered code understanding and assistance.

Cozy API

Enables AI agents to interact with your API.

Client LLM

Enables large language models to access any API type and provides a local application example.

Ankr

Fetches on-chain blockchain data via the Ankr API for use with Large Language Models.

Couchbase

Enables natural language querying of Couchbase Capella clusters using the Model Context Protocol.

Google Analytics 4

Retrieves and analyzes Google Analytics 4 data, providing business intelligence feedback via a Model Context Protocol server.

StrawHatAI Dev

Facilitates rapid research and development using AI, AI Agents, and Large Language Models within a VS Code environment.

Mcp Example

Performs mathematical calculations using natural language processing and OpenAI's GPT model.

NPS Explorer

Query APIs for national park overviews, trails, alerts, events, and weather forecasts, making park data accessible to LLMs.

Ollama Integration

Facilitates advanced MCP server setup using uv, llama-index, ollama, and Cursor IDE for AI agent orchestration and RAG pipelines.

Diffchunk

Navigates and analyzes large diff files by breaking them into manageable chunks.

Kablewy Financial Analysis

Provides financial analysis capabilities through access to real-time and historical stock data and company fundamentals.

HK Food

Provides access to government food-related data in Hong Kong through a FastMCP interface.

FDIC BankFind

Wraps the FDIC Bank Find API as a Model Context Protocol (MCP) server.

Weather

Provides current weather information for any location via a Model Context Protocol (MCP) server.

Zenodo

Integrates with Zenodo records through the Model Context Protocol (MCP) for use in LLM workflows and IDEs.

Prometheus

Connects Large Language Models (LLMs) to the Prometheus HTTP API.