Logs & monitoring MCP servers

A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.

Model Context Protocol (MCP) Server for Langfuse Prompt Management. This server allows you to access and manage your Langfuse prompts through the Model Context Protocol.

new kafka lag exporter: lightweight and extendable.

🤖 A Model Context Protocol (MCP) server for Google Cloud (GCP)

BitDive Model Context Protocol (MCP) server. The Autonomous Quality Loop for AI agents. Provides real runtime context, before/after trace comparison, and integration testing workflows.

让AI助手直接分析你的Grafana监控数据 - A Model Context Protocol server for Grafana data analysis

A Model Context Protocol (MCP) server enabling LLMs to query, analyze, and interact with Prometheus databases through predefined routes.

k6 MCP server

A Model Context Protocol (MCP) server implementation that provides AI agents with programmatic access to Prometheus metrics via a unified interface.

A Model Context Protocol (MCP) server that enables AI assistants to integreate with Prometheus Alertmanager

How much of what your coding agent spends is actually work: the share of paid tokens that became output, not context re-reading. Local, no network calls.

Security help for defenders: grade your site's security headers (fixes + README badge) and read logs/code to find what happened. Claude Code plugin, MCP server, no install.

MCP server for the Zabbix API — daily brief, problems, hosts, items

Turn-level governance observability for Claude Code — parse your transcripts locally, judge them against your own workspace rules, see where tokens die. No LLM inside; nothing leaves your machine.

Cross-platform GUI, CLI and MCP server for Microsoft ESE databases (ntds.dit, SRUDB.dat, Exchange .edb, WebCacheV01.dat, Windows.edb) - digital forensics tool with multi-format extract and reporting

MCP server for Dynatrace Observability

MCP Router — development, support and security updates ended 2026-09-18. Historical source and final release for existing users.

Local proxy that compresses your LLM API requests so you pay less, with no change to the answers. Trims wasted tokens from prompts, history, tool output, and code before they're sent: -31% input / -74% output, measured live. Any provider, no extra model calls. Also an MCP server and embeddable libra

MCP Server for SigNoz

MCP Server for SigNoz

eBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryable by AI agents via MCP and humans via dashboard.

MCP server to connect an MCP client (Cursor, Claude Desktop etc) with your ZenML MLOps and LLMOps pipelines

An MCP server for self-hosted Dynatrace Managed platform

Scout’s local MCP puts metrics, traces and errors right in your AI agent. For teams that do it all.