505 reviewed MCP servers in this category · page 4 of 9 · all categories
Monitoring MCP servers bring production telemetry into the conversation — Sentry errors with full stack traces, Grafana dashboards, logs and alerts. Instead of pasting a stack trace into chat, your assistant pulls the real event, correlates it with the release, and tells you which commit probably broke it.
A MCP Server for efficiently managing and automating TV shows and movies in Sonarr and Radarr setups. Simplify your media library management with
A [FastMCP](https://github.com/jlowin/fastmcp) server that allows querying Loki logs from Grafana.
AI-assisted development MCP providing long-term, on-device "AI memory" for IDEs. Powered by Kuzu GraphDB and exposed via MCP server
MCP Server for Grok Search API integration with comprehensive search capabilities
Your agent now has structured, searchable memory that persists across every session - long-term facts, a user profile, agent instructions, an entity
Guck is a tiny, MCP-first telemetry store for agentic debugging. It provides token-efficient log analytics by capturing JSONL telemetry events and
A Model Context Protocol (MCP) server that provides AI assistants with access to Home Assistant, enabling smart home control and automation
Observe and operate Hatchet workflows from an AI agent — runs, logs, trigger, cancel, replay.
Health monitoring for all your MCP servers
Model Context Protocol (MCP) servers for managing homelab infrastructure through Claude Desktop.
MCP server for interacting with honeycomb API
Node.js client for StatsD, DogStatsD, and Telegraf
A **Spring Boot**-based **Model Context Protocol (MCP)** server that exposes [Hoverfly](https://hoverfly.io/) as a programmable tool for AI
24 AI-callable tools for API testing, mocking, monitoring, security, and automation — directly from your AI assistant.
Model Context Protocol (MCP) server providing comprehensive cybersecurity intelligence from HUMAN Security. Offers real-time attack monitoring
The Ilograph MCP Server is a [Model Context Protocol (MCP)](https://modelcontextprotocol.io/introduction) server that provides AI agents with
Domain and URL security analysis by GridinSoft. Detect phishing and malware threats.
InvGate Service Desk MCP — 96 tools across 11 domains (incidents, users, knowledge base, assets, time tracking), read-only by default with a 3-tier
Isthmus is a local [MCP](https://modelcontextprotocol.io) server that gives AI models safe, read-only access to your PostgreSQL database. One binary
Comprehensive MCP server for Jamf Pro Apple device management with support for computers, mobile devices, policies, scripts, profiles, packages, and
English | [中文](README.zh-CN.md) # Jenkins API MCP Server This is a MCP Server service based on Spring AI for Jenkins Rest API calls, providing common
A powerful **Model Context Protocol (MCP) server** that provides comprehensive JMX monitoring and management capabilities for AI assistants like
1. Run with stdio transport (default, for MCP clients that communicate via stdin/stdout): ```bash python server.py ```
MCP server with built-in tools across multiple domains for AI-assisted JavaScript analysis and security analysis — browser automation, CDP debugging
MCP server for Python JSON logs
A lightweight JVM monitoring and diagnostic MCP (Multi-Agent Communication Protocol) server implementation based on native JDK tools. Provides AI
Kubernetes Port Forward — MCP Server: port-forward Kubernetes services with terminal integration
Japanese & Global Stock Market MCP Server for Claude, Cursor, VS Code.
DataOps Kafka MCP server with consumer lag diagnosis and broker monitoring
Upload, edit, compress, protect, redact, and compare PDFs with KDAN PDF in Claude and ChatGPT.
Give your tools a voice — speech to text and back, 25 languages, up to ~19× faster than Whisper. On your machine.
A powerful Model Context Protocol (MCP) server for extracting text content from various document formats including PDF, DOCX, PPTX, and XLSX files.
Add the following to your `.cursor/mcp.json` or `claude_desktop_config.json`.
Ship websites from any MCP-compatible AI assistant. Deploy, list, rollback, logs, env.
Model Context Protocol (MCP) server for Kubernetes and OpenShift
Manage Your Kubernetes Cluster with k8s mcp-server
Kubernetes MCP server with the top30 tools
Smart hands for your AI agents - write-capable KVM+BMC+SSH MCP server: gated, verified, audited.
MCP To LangChain Tools Conversion Utility
A production-grade MCP server that connects any MCP-compatible AI agent to your Langfuse observability data. Query traces, debug errors, inspect
A Model Context Protocol (MCP) server for comprehensive monitoring and observability of systems using Langfuse.
Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster.
An MCP server with MongoDB integration
MCP server for LibreNMS network monitoring - query devices, ports, alerts, and manage infrastructure
A comprehensive Model Context Protocol (MCP) server that provides web performance auditing, accessibility testing, SEO analysis, security assessment
Give AI agents a Bitcoin wallet with Lightning Network payments and L402 support.
Lightning wallet for AI agents. MCP server + CLI. Works with Claude Code, OpenClaw, Cursor, and any agent framework.
Find broken affiliate links fast, prioritize by impact, and generate fix suggestions your AI agent can act on.
A TypeScript MCP server that gives text-only LLMs image understanding through StepFun vision models.
MCP server for LLM Brand Monitor — track how AI models mention your brand
MCP server that connects AI agents to LLM Conveyors — run Job Hunter, B2B Sales, and other AI agents from Claude, Cursor, or any MCP client
Open-source API gateway for AI providers. Logs every request with token counts and dollar costs.
MCP server and proxy that compresses LLM prompts, tool output, and replies to cut token cost.
MCP for monitoring local application logs with real-time tailing, error tracking, and log search capabilities.
Reduces log files for AI consumption — 50-90% token reduction via 18 deterministic transforms.
Connect AI coding tools to LogClaw incidents, logs, and anomaly detections.
A local-first log sink that turns your coding agent into a runtime companion.
MCP server for querying Loki logs via logcli
AI-powered SRE observability for Kubernetes/OpenShift with 40+ Tekton debugging tools
LYRAI is a Model Context Protocol (MCP) operating system for multi-AI AGENTs designed to extend the functionality of AI applications by enabling them