Data & Analytics

A specialized MCP server for interacting with medical imaging systems, providing tools to query PACS studies, retrieve series metadata, and access DICOM pixel data.

A comprehensive MCP server that integrates with the tarkov.dev API to provide real-time Escape from Tarkov game data, including market prices, item stats, quest details, and map information.

A specialized tool for efficiently navigating and searching large JSON files (>10MB) via intelligent path exploration and fuzzy search without exhausting token limits.

A specialized MCP server designed to streamline the integration of the @appolabs/appo SDK, providing tools for code generation, setup validation, and debugging of mobile-web features.

A specialized MCP server for programmatically creating, reading, and validating Stella system dynamics models in XMILE format. It allows AI assistants to build complex stock-and-flow diagrams and export them as .stmx files for use in professional simulation software.

AI agent project management — task boards, progress tracking, and cost reporting.

Provides access to Portuguese meteorological data from IPMA (Instituto Português do Mar e da Atmosfera), including weather forecasts, warnings, UV index, seismic data, and weather station observations for cities in Portugal.

This MCP server enables users to interact with and analyze the dair-ai/emotion dataset from Hugging Face containing labeled Twitter messages. It provides tools to sample data, search text, and perform statistical analysis on emotion distributions.

High-performance TypeScript MCP server for Apache JMeter that enables AI assistants to automate performance test creation, execution, and deep analytics including bottleneck detection and distributed testing.

A Playwright-based MCP server focused on browser instrumentation and observation, providing specialized tools for DOM inspection, network monitoring, and console logging with a strict security model for interactive actions.

Access the doppelgangers.ai Social Media Context API to retrieve XML renderings of Twitter/X posts enriched with conversation summaries, metadata, and image descriptions for advanced sentiment and trend analysis.

Integrates Microsoft 365 enterprise data into AI clients, enabling natural language queries across SharePoint, OneDrive, Outlook, and Teams with full permission enforcement.

A comprehensive nutrition analysis platform that integrates Canada's Food Guide recipes with Health Canada's official CNF and DRI databases for discovery, scaling, and dietary adequacy assessment.

Enables batch image compression and resizing using the TinyPNG API. Supports PNG, JPEG, WebP, and AVIF formats with detailed compression reports and multiple resize modes.

A Model Context Protocol server that provides a standardized interface for discovery, CRUD operations, and workflow execution within Bubble.io applications.

A robust PDF reader MCP server that extracts text as Markdown, images, and tables from local or remote PDFs with built-in OCR support for scanned documents.

Food data tools for any AI agent. Describe food in English, get structured data back.

A strategic intelligence platform that aligns technical development with business outcomes through structured conversation capture, goal tracking, and decision documentation.

A comprehensive MCP server providing access to CMS Medicare data including physician/practitioner services, Part B/D drug spending, hospital quality metrics, and drug pricing trends via the Socrata API.

An MCP server for Movable Type that enables AI-powered batch HTML refactoring via the Data API, featuring a safe workflow with automated backups, diff reports, and rollbacks.

Enables searching and retrieving cigarette product information from Yanyue.cn, providing detailed data about various cigarette brands and products through keyword search.

A cross-platform MCP server for persistent JSON-based memory storage, enabling AI models to manage long-term context via tags, keywords, and metadata.

A specialized MCP server for querying the WormBase database to retrieve comprehensive C. elegans genomics data, including gene sequences, phenotypes, interactions, and disease models.

A server implementing Model Coupling Protocol for HDF5 file operations, Slurm job management, hardware monitoring, and data compression.

A conversational memory management system that uses Neo4j to store, search, and visualize persistent assistant contexts through a knowledge graph. It includes a web dashboard and CLI for managing complex relationships between conversation nodes.

A containerized server that allows interaction with MySQL databases through Model Context Protocol (MCP), enabling SQL query execution, schema retrieval, and table listing via natural language.

MCP (Model Context Protocol) Server. Provides a bridge to the Spotify API for retrieving artist information, enabling seamless music data exploration through a TypeScript-based implementation.

A Twitter-like timeline interface for AI agents to log real-time thoughts and progress updates into a persistent database with a dedicated web GUI for human monitoring.

A comprehensive MCP server for Apollo.io that enables AI assistants to perform lead generation, account enrichment, and contact retrieval through the Apollo.io B2B database API.

A specialized MCP server for extracting video transcripts, metadata, and comprehensive summaries from various YouTube URL formats including Shorts and standard links.