Data Science & ML MCP Servers

Semantic Scholar

Provides comprehensive access to academic paper data, author information, and citation networks via the Semantic Scholar API.

Llm-Experimentations

Explores the capabilities of Large Language Models through various experiments using ChatGPT and French IGN APIs.

TitanicAIAnalysis

Analyzes the Titanic dataset using a Model Context Protocol (MCP) server to enable data exploration and analysis with Claude.

PhenoAge Clock

Calculates biological age and provides health insights using the Morgan Levine PhenoAge clock formula based on blood biomarkers.

Narrative Graph

Models hierarchical narrative memory for AI systems based on the Random Tree Model, drawing from cognitive science and statistical physics.

PDF Markdown Converter

Transforms PDF documents into Markdown format utilizing a distributed multi-server architecture.

Mixpanel

Enables AI assistants to access and analyze Mixpanel analytics data comprehensively.

Odoo

Connects AI agents to Odoo ERP systems, enabling data access and manipulation through a standardized interface.

Jina AI

Integrates Jina AI's Reader, Embeddings, and Reranker APIs to offer a comprehensive suite of web content extraction, search, and AI-powered information processing tools.

GitHub Analyzer

Enables AI assistants to analyze and read GitHub repositories, facilitating code analysis, repository exploration, and understanding project structures.

E-commerce AI Assistant

Empowers e-commerce shop owners to query their business data using natural language through secure, local AI processing.

PDF to Text

Converts PDF files to text, enabling seamless integration with Cursor IDE and other MCP-compatible applications for enhanced AI analysis.

Aurora

Integrates multi-source bioinformatics data for LLM-driven queries on plant-compound-mitochondrial relationships, focusing on potential mitochondrial Complex I inhibitors.

Bias Detector

Identifies and analyzes various types of bias in text content across multiple dimensions and languages.

Ollama Local

Provides a local web interface for interacting with Ollama models and secure system tools, with conversation history.

Coin Railz

Integrates 38 Coin Railz x402 micropayment crypto services, providing real-time blockchain, trading, and financial market data to Claude and other LLMs.

Fathom

Bridges local file systems with large language models and AI assistants through powerful file-first search capabilities.

Guardrails

Provides a robust security layer for AI agents and code, implementing comprehensive input validation, output filtering, policy enforcement, audit logging, and rate limiting.

LightningProx

Enables AI agents to access various AI models and pay per request using Lightning Network micropayments without requiring accounts or API keys.

Karellen rr

Enables AI assistants to record, replay, and inspect program executions via GDB/MI, leveraging rr for reverse debugging.