Data Science & ML MCP Servers

Codebase Analyzer

Analyzes Python code using AST, stores information in Weaviate, and provides querying via an MCP server.

ProdE

Provides deep contextual understanding of multiple codebases to enhance AI coding assistants and development workflows.

CodeRAG

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

Image Reader

Enables listing and reading image files from a local directory, designed for integration with LLM agents.

Street View

Enables AI models to fetch, display, and compile Google Street View imagery into virtual tours.

RAG Anything

Processes and queries directories of documents using multimodal Retrieval-Augmented Generation (RAG) capabilities.

ZenMemory

Implements a full Model Context Protocol (MCP) server with Solana on-chain memory context capabilities.

Document Indexer

Indexes and provides semantic search for local documents using a vector database and local language models.

NHL

Access live NHL game data, scores, stats, teams, and generate reports using the Model Context Protocol.

AppSignal

Provides AI agents with programmatic access to AppSignal's monitoring data, metrics, and developer tools.

Druid

Provides extensive tools, resources, and AI-assisted prompts for managing and analyzing Apache Druid clusters through the Model Context Protocol.

Website Downloader

Downloads websites and their assets for use with Retrieval-Augmented Generation (RAG) systems.

MedAdapt

Enhances AI-assisted medical learning by connecting Claude Desktop to medical education content.

Bugcrowd

Enables secure, natural language interaction with the Bugcrowd API through a high-performance MCP server and diverse AI agent platforms.

SAGE

Transforms Claude into a versatile AI development assistant, offering intelligent mode selection, conversation continuity, and smart file handling for diverse tasks.

OpenEnded Philosophy

Combines OpenEnded Philosophy with Non-Axiomatic Reasoning System (NARS) for enhanced epistemic analysis, truth maintenance, and multi-perspective synthesis.

Securities Analysis

Automate securities analysis and market data collection through a specialized server for financial insights.

MCP4Go

Simplifies AI application development with a comprehensive Go SDK for the Model Context Protocol.

BrasilAPI

Query data from Brasil resources such as postal codes, area codes, banks, holidays, and taxes through a unified interface.

Sequential Thinking LP Solver

Solves Linear Programming and Non-Linear Programming problems by breaking them into systematic, verifiable steps using the Sequential Thinking Model Context Protocol.