Analytics & Monitoring MCP 서버

Human Loop

Determines when human intervention is needed in AI agent operations through a sequential scoring system.

Log Analyzer

Enables direct debugging inside the client by reading and analyzing Model Context Protocol (MCP) logs from standard locations across platforms.

Jolokia

Enables an LLM to manage Java applications using JMX API via Jolokia.

KDebug

Debug Kubernetes clusters conversationally using an LLM that executes commands on your behalf via the Model Control Protocol (MCP).

Pinot

Enables interaction with Apache Pinot clusters using a Model Context Protocol (MCP) server.

NetworkX

Provides a comprehensive Model Context Protocol (MCP) server for advanced graph analysis capabilities using NetworkX.

ChatBI

Generates code using Large Language Models to analyze Excel data.

Go Code Graph

Transforms Go source code into explorable graphs, enabling AI assistants to understand complex codebases through the Model Context Protocol.

PinMeTo Location

Integrates the PinMeTo platform with AI agents, enabling natural language interaction with location data and business insights.

AppVector

Integrates AppVector's powerful ASO APIs, providing programmatic access to app metadata, ranking data, and keyword research for the Apple App Store and Google Play Store.

TradingView

Assists multi-asset trading by providing real-time data and comprehensive technical analysis via Claude Desktop integration.

Android Toolkit

Empowers AI agents to interact with the Android development environment, offering tools for asset conversion and real-time diagnostics.

JavaLens

Provides compiler-accurate semantic Java code analysis, navigation, and refactoring capabilities specifically designed for AI agents.

VMware ESXi

Manages VMware ESXi hypervisor operations, virtual machine lifecycles, and infrastructure monitoring through a secure, standardized Model Context Protocol interface.

Local Falcon

Integrates Local Falcon's local SEO reporting and campaign management features with agentic AI systems via the Model Context Protocol.

FFmpeg

Provides over 40 advanced FFmpeg tools for comprehensive video and audio processing, analysis, and streaming.

OpenTrace

Provide AI assistants with real-time insights into production environments for enhanced debugging and monitoring.

Quicken Mac Data

Enables Claude to query and analyze your Quicken For Mac financial data with secure, read-only access.

Sqry

Parses source code into an Abstract Syntax Tree (AST) and builds a graph of symbols and relationships to enable semantic code search.

Audio Analyzer

Empower large language models to process and understand audio by converting raw sound into structured analytical data.