Best 300 Monitoring Tools in 2025

Opik is an open-source LLM evaluation framework that supports tracking, evaluating, and monitoring LLM applications, helping developers build more efficient and cost-effective LLM systems.

API 200 is an open - source API integration platform that provides functions for quick access and management of third - party APIs, including features such as automatic code generation, documentation, authentication, caching, and error handling. It supports self - hosted deployment and MCP services.

A tool for querying AWS cost data and Bedrock usage logs via the MCP protocol

A Go process inspection tool that provides analysis of goroutine status, memory statistics, and binary information, supporting terminal UI and HTTP API

A tool for monitoring the status of Minecraft servers, supporting Bedrock and Java editions, providing a Web API interface and database persistence function.

Implementation of the MCP configuration server for OpenTelemetry Collector

A tool for querying AWS cloud spending through the MCP protocol, integrating the Claude model to provide a natural language interaction interface.

A prototype of a Model Context Protocol (MCP) server based on Tekton, providing functions for listing and inspecting resources such as PipelineRun.

A Source Map parser based on WebAssembly for mapping JavaScript error stacks back to the source code and extracting context information.

The Metoro MCP Server is an open-source project that connects Kubernetes cluster data to the Claude desktop application via the Model Context Protocol, enabling AI-driven cluster observation.

An MCP tool for retrieving and analyzing Sentry issues, supporting the retrieval of a single event or a list of project events, facilitating LLM analysis or processing.

A Codecov Model Context Protocol server based on TypeScript that provides code coverage analysis tools and test suggestion functions.

Raygun's MCP server provides access to the API V3 endpoints for Crash Reporting and Real User Monitoring applications.

The Logfire MCP server is a model context protocol service based on OpenTelemetry, which provides the ability for LLM to access application telemetry data and supports exception tracing and custom SQL queries.

BrowserTools MCP is a powerful browser monitoring and interaction tool that enables AI applications to capture and analyze browser data through Chrome extensions and a local Node server, and is compatible with multiple MCP clients.

An MCP protocol server implementation for the k6 load testing tool, providing data reception and processing functions

A simple MCP implementation based on the Talos SDK, used to obtain data from multiple Talos nodes, including disk, network interface, CPU, and memory usage, and supports restarting nodes.

A minimalist MCP server that allows querying the status via the Tailscale CLI on macOS

A Node.js server that acts as a bridge between the Chrome DevTools extension and Cursor AI, providing debugging and monitoring functions, including capturing console logs, network requests, screenshots, etc.

The Kong Konnect MCP Server is a model context protocol service for interacting with the Kong Konnect API, allowing AI assistants to query and analyze Kong Gateway configurations, traffic, and statistics.

HAProxy MCP Server is an HAProxy model context protocol server implemented in Go language. Through the HAProxy runtime API and the mcp-go library, it provides a standardized HAProxy management interface for large language models, supporting natural language interaction for load balancer management, monitoring, and traffic analysis.

A backend system for managing Kubernetes resources, retrieving and analyzing logs, and formatting and exporting logs through the MCP protocol.

This is a read-only Model Context Protocol (MCP) server designed for NetBox, allowing direct interaction with NetBox data through LLMs that support MCP.

An MCP server for querying New Relic logs, supporting interaction with LLM models (such as Claude) via the NRQL query language, providing log query, error analysis, and performance monitoring functions.

The MCP server for the Huntress API, providing function interfaces for account management, organization management, agent monitoring, incident reporting, etc.

An implementation of a k6 load testing server based on the Model Context Protocol

A Python-based BirdNet-Pi integrated service that provides functions for retrieving bird detection data, statistical analysis, and report generation.

shadow-cljs build status monitoring service