Analytics & Monitoring MCP Servers

Watson Discovery

Enables interaction with Watson Discovery to retrieve project details, collections, and documents matching specific queries.

Documenter

Automate comprehensive documentation generation for diverse software projects, analyzing structure, dependencies, and code metrics.

Multi Cluster Kubernetes

Provides a standardized API for simultaneous interaction with multiple Kubernetes clusters using various kubeconfig files.

EPA Envirofacts

Provides AI agents with structured access to U.S. EPA environmental data, including facility details, chemical releases, water violations, and hazardous waste sites for U.S. locations.

Financial Modeling Prep

Empowers AI assistants to access and analyze comprehensive financial data, stock information, company fundamentals, and market insights.

System Monitor JavaScript

Provides comprehensive system information including CPU, memory, disk, network, and process data for AI agents to monitor and interact with Linux servers.

Friendantial

Provides AI-powered stock recommendations and market analysis reports through an API server for investors.

Go Pprof Analyzer

Exposes Go pprof profiling data to AI coding assistants, facilitating deep performance analysis and optimization.

Music Attribution Scaffold

Establishes research-grade music attribution infrastructure with calibrated confidence scoring, multi-source entity resolution, and machine-readable consent for generative music.

UBI Incubator Analysis

Analyzes university business incubators' performance, socio-human structures, and dynamic capabilities using a multi-theoretical framework.

AI Training Data Quality

Assess AI training data quality, detect bias patterns, evaluate dataset provenance, and analyze data pipeline integrity for machine learning systems.

Parsec

Empower AI agents to trade and monitor prediction markets across various exchanges.

Futureland

Grants AI assistants read-only access to personal journals, entries, workouts, and sleep data from Futureland.

TRON Event

Enables AI assistants to analyze TRON blockchain event data directly through a Model Context Protocol server.

Garmin Coach

Integrates real-time Garmin Connect data directly with AI language models like Claude and ChatGPT for natural language querying.

TestOps

Connects AI agents to a TestOps instance to enable test case management, launches, defects, and analytics through natural language.

Conviso

Integrates AI clients with the Conviso Platform, providing comprehensive security context including vulnerabilities, assets, and project data.

iFlow

Empowers AI agents with core modules and skills for desktop automation, browser control, multi-agent collaboration, memory systems, and secure communication channels.

Logistics Freight Intelligence

Deliver real-time route disruption forecasting, trade sanctions screening, freight cost volatility analysis, and border delay prediction for AI agents through 8 specialized intelligence tools.

Cannabis Regulatory Intelligence

Provides AI agents with live access to cannabis compliance data across all 50 US states, offering structured, scored regulatory answers.