Data Science & ML MCP Servers

Kairos Codex

Provides standardized access to Bible data resources for Large Language Models using the Model Context Protocol.

Mcp Example

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

UniProt

Provides advanced access to the UniProt protein database through a Model Context Protocol (MCP) server.

Simple FS

Enables filesystem operations using natural language commands processed by a local LLM.

Python Interpreter

Automates Python script execution via LLMs within isolated environments.

Airi Android

Enables Large Language Models (LLMs) to interact with and control Android devices.

HK Recreation

Offers a FastMCP interface to access Hong Kong's recreation, sports, and culture data.

NebulaFinger

Empowers large language models with the ability to perform web and service fingerprinting.

Salesforce Connector

Integrates large language models with Salesforce data via a Model Context Protocol server.

Hko Weather

Provides access to Hong Kong Observatory weather data through a FastMCP interface.

Go

Implements the Model Context Protocol (MCP) in Go, enabling integration between LLM applications, external data sources, and tools.

Birdstats

Analyzes BirdNET-Pi and BirdWeather detections by cross-referencing them with eBird's database using natural language queries.

Coding Assistant

Provides context-aware code assistance, explanations, and suggestions directly related to local project files.

Weather

Serves weather data via the Model Context Protocol (MCP) using a Go-based server implementation.

MCP-RAG

Orchestrates multi-agent AI workflows for business analysis by combining Model Context Protocol (MCP) with Retrieval-Augmented Generation (RAG).

Zentala

Provides an implementation of a Model Context Protocol (MCP) server for AI-powered transcription features.

Scalable OpenAPI Endpoint Discovery

Enables semantic search and API request execution for OpenAPI specifications within the Claude Desktop environment.

TWStock

Provides comprehensive Taiwan Stock Exchange (TWSE) data, including real-time stock information, financial reports, ESG data, and trend analysis capabilities.

Endaoment Postgres

Enables AI models to interact with PostgreSQL databases through a standardized protocol.

Pure Agentic Server

Provides a flexible backend for AI models and custom tools, accessible via Model Context Protocol (MCP) and HTTP APIs.