Data Science & ML MCP Servers

Juyiting

Enables intelligent AI persona collaboration and analysis through a Model Context Protocol (MCP) client.

Minio

Enables interaction with MinIO object storage through a Model-Context Protocol server and client.

Geocontext

Provides spatial context to Large Language Models by integrating geographic data services from the Géoplateforme.

Hacking Buddy

Leverages AI to enhance security operations, particularly in Red Team and Pentesting workflows.

Perplexity

Enables Claude to perform web searches using the Perplexity AI API and provide answers with citations.

Kb-Bridge

Provides intelligent search and retrieval capabilities for knowledge bases through a Model Context Protocol server.

Document Reader

Reads various document formats including Word, PDF, and Excel, providing advanced capabilities for image extraction, structural analysis, and link validation.

RAG

Implements Retrieval-Augmented Generation (RAG) with a focus on comparison tasks, as demonstrated by the included example comparing PydanticAI and LangGraph.

Automator

Enables AI models like Claude to natively control macOS applications and automate system workflows.

AWS S3

Provides a standardized interface for AI models, especially Large Language Models, to securely interact with AWS S3 buckets for listing, object retrieval, and file downloads.

Lancer

Indexes Git repositories and provides intelligent hybrid semantic code search for AI agents via a self-hosted Model Context Protocol server.

Together AI Image

Enables MCP-compatible assistants to generate images using the Together AI API.

Asymptote Image Generator

Generates precise geometric images from Asymptote code, enabling AI models to request image creation.

Reexpress

Adds state-of-the-art statistical verification to LLM pipelines, providing a robust AI second opinion.

Discord Vector DB

Facilitates the retrieval of Discord messages and stores them in a vector database, enabling semantic search and analysis.

AI Agent Guidelines

Provides a suite of professional tools and templates for hierarchical prompting, code hygiene, visualization, memory optimization, and agile planning via a Model Context Protocol server.

Crossword Tools

Facilitates crossword puzzle solving by managing grid and clue data, suggesting candidate words, and validating solutions.

Ntropy

Enrich banking data using the Ntropy API for use in LLM agents.

LolGPT

Predicts League of Legends professional esports match outcomes and analyzes summoner performance.

ScholarScope

Integrates with academic APIs to search for papers, authors, and institutions, retrieve citations, and fetch full-text articles.