Data Science & ML MCP Servers

CCD

Reduces medical hallucinations and enhances clinical accuracy in radiology multimodal large language models.

S3 Documentation

Provides LLMs with semantic search capabilities over Markdown documentation stored in S3, leveraging 100% local embeddings to eliminate API costs.

Pantheon

Delivers AI agent instructions on demand from a vast collection of specialized agents.

Ghidra5

Automates and enhances binary analysis for cybersecurity professionals by integrating Ghidra's reverse engineering capabilities with GPT-5 AI technology.

AI Hub

Provides unified access to over 100 AI providers, including OpenAI and Anthropic, through a single, consistent interface.

Plex AI

Enhances Google Gemini's capabilities by enabling interaction with external tools and APIs from a command-line interface.

Qlik

Integrates AI assistants with Qlik Sense applications, providing comprehensive access to detailed Qlik data through a Model Context Protocol server.

Tenzir

Enables AI assistants to interact with security data pipelines and map security data to the Open Cybersecurity Schema Framework (OCSF).

EVE Online OSINT

Provides comprehensive Open Source Intelligence (OSINT) capabilities for EVE Online characters, corporations, and alliances by integrating data from ESI, EveWho, and zKillboard APIs.

ArXiv

Enables AI assistants to search, retrieve, analyze, and summarize arXiv papers, offering features like author/category browsing, trends, and citation insights.

Fitbit

Enables AI assistants to access and analyze Fitbit health and fitness data through a Model Context Protocol (MCP) implementation.

ProdE

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

GeneOntology

Provides AI systems with robust access to Gene Ontology (GO) data for ontology-based analysis, gene annotation research, and functional enrichment studies.

AWorld

Provides a collection of API endpoints and examples for web scraping, deep research workflows, and service health monitoring.

Light Researcher

Orchestrates LLMs with efficient web content search and extraction capabilities, including DuckDuckGo and GitHub Code search.

Memento

Provides a local, offline memory server for AI agents, leveraging SQLite with advanced search capabilities.

Wind

Enables large language models to access and utilize the WindPy financial data API.

Mistral OCR

Extracts text content from PDF files and images using the Mistral OCR API through an MCP server.

YugabyteDB

Enables LLMs to interact with YugabyteDB by listing tables, schema, row counts, and running read-only SQL queries.

JobApply

Analyzes job postings and optimizes resumes and cover letters to aid in the job application process.