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MCP servers tagged observability
791 live MCP servers tagged "observability", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with observability.
Rewynd
Zero-config, OTLP-native flight recorder for your backend. Records every request, query, job, and exception — correlated — into a beautiful TUI, a JSON CLI, and an MCP server your…
Uptimepage
Open-source uptime monitoring with a built-in public status page. HTTP/TCP/DNS/TLS + domain-expiry checks, automatic incidents, subscribers, multi-region probes, alerts (Slack/Tel…
Rlg
Near-lock-free structured logging for Rust. A 10-crate workspace: MCP server (Claude Desktop, Cursor, mcp.run), OTLP/HTTP exporter, Tower middleware, WebAssembly bindings, PII red…
Causari
Intent-addressable code for AI agents. Causari records every action an agent takes on your codebase - the prompt, model, reads, writes and reasoning - and lets you trace, diff, re…
Jvmlens
LLM-ready JVM profiler — turns a JFR recording into a compact, source-attributed hot-path & allocation summary that AI coding agents can act on. In-process agent, MCP server, and…
DiagSession MCP
A production-grade Model Context Protocol (MCP) server for analyzing Windows ETL trace files from .diagsession archives. Built with clean architecture principles and enterprise be…
Mcptail
See what your AI agent is actually doing. Passive traffic capture, token cost & replay for MCP servers — one command.
Groundwork
An agent that answers questions about AI engineering from a knowledge base about AI engineering, so every answer is also a worked example of the retrieval that produced it. LangGr…
Telemetry Diet
Find telemetry you can safely trim - locally, read-only, with drafts you review and apply.
Superlog
Superlog — independent third-party profile of a public API surface, by API Evangelist. Superlog is an AI-native, open-core observability platform (Y Combinator, Spring 2026) that…
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Fde Guide
A field guide for FDEs and applied AI teams: value engineering and production architecture.
Mocapi
An enterprise-grade Spring Boot framework for stateless Model Context Protocol (MCP) servers in Java (MCP 2026-07-28). OAuth2 resource server, per-handler authorization, OpenTelem…
Kiboserve
Open-source Python framework to deploy AI agents via HTTP, A2A, and MCP with built-in observability
Facetron
FaceTron is a high-performance face embedding server using ONNX Runtime, supporting dynamic multi-model loading, offline deployment, and scalable environments. It exposes an OpenA…
Optim Engine
Production OR-Tools optimization service exposing 11 tools across 4 intelligence levels (scheduling, routing, packing, sensitivity, robust, stochastic, Pareto, prescriptive). Dual…
OpenPraxis
Superseded by SuperX (github.com/k8nstantin/superx) — kept public as prior art. Spec-driven platform for autonomous coding agents: products → manifests → task DAGs, agents in isol…
Icinga
Model Context Protocol (MCP) server for Icinga 2 Core, Icinga Web, Icinga Director and the Linuxfabrik monitoring-plugins catalog.
Forum
Coordinate agent fleets: routing, quality checks, prose contracts, and a replayable hash-chained ledger that preserves plans, evidence, results, and resumable handoffs. Model-agno…
Agent Prod
Production AI agent quality gate and risk control framework for LLMOps, agent evaluation, regression detection, gray release, audit, and observability
R AI OS
Universal AI Agent Kernel & Terminal Control Center. Rust-based hardened kernel with Vigils security, real-time observability, and tamper-evident audit ledger.
Agentic Homelab
Your homelab, explained, read only infrastructure intelligence for Proxmox, Docker, storage, and networking
Commit Relay
Autonomous multi-agent AI platform for GitHub repository lifecycle management. MoE routing, self-healing workers, LLM mesh gateway, RAG-enhanced context, enterprise governance. [A…
Java Obs Agent
Framework-agnostic Java observability sidecar agent: chat with a live JVM via MCP/web UI (metrics, slow calls, errors, logs, thread dumps, method traces). Self-hosted, attachable…
Rescueloop
Local-first observability and safe recovery for macOS and Windows. See what broke, review the fix, verify the result, and roll back safely.
K8s Observability MCP
A comprehensive Kubernetes observability toolkit built on the Model Context Protocol (MCP) for Site Reliability Engineering.
Harrier Emr MCP
Evidence-backed EMR, Spark, and Kubernetes diagnosis MCP server for AWS DevOps Agent
Enterprise AI Accelerator
AI-native unified cloud governance platform — multi-cloud discovery, 6R migration planning, IaC security, FinOps, compliance audit, and executive AI chat. Built on Claude Opus 4.7…
Tool Compass
Semantic MCP tool-discovery gateway — find tools by intent, not memory. Hybrid semantic+lexical search, stdio + remote HTTP backends, full-schema describe(), per-tool timeouts & a…
GenZ S GenAI
A complete hands-on repository covering modern Generative AI engineering using LangChain, LangGraph, LangSmith, and Model Context Protocol (MCP). This repository explores RAG syst…
YatraAI
Build a production-ready multi-agent AI system using LangGraph, MCP, Supervisor Agents, Guardrails, Observability, and Human-in-the-Loop. Learn to coordinate specialized agents, i…
Opsgate
The safety gate between AI agents and your servers. An MCP server for structured, policy-checked, audited infrastructure operations.
Agenterr
Self-hosted error and log tracking with an MCP server built in. One Go binary: OTLP and JSON ingest, issue grouping, search, REST API, minimal web UI.
Yokai MCP Template
MCP server template based on the Yokai Go framework.
Apitoolkit
APIToolkit (Monoscope) — independent third-party profile of a public API surface, by API Evangelist. APIToolkit (now Monoscope) is an open-source-friendly API observability and mo…
Ward
[WIP] Full-stack observability for Next.js that integrates with your AI coding tools
Logger Action
GitHub Action for MCP server observability — instrument your MCP server with logging, traces, and error diagnostics in CI/CD
AI Roadmap
AL/ML learning Gym including traditional ML, deep learning, fine-tuning, Gen AI, Agentic AI. Everything from experiments to production with evaluation and observability.
Mttrly MCP
Remote MCP server for mttrly — AI SRE agent for server health, diagnostics, playbooks, approvals, and audit history. OAuth 2.1 over Streamable HTTP.
Gaz MCP
MCP server for read-only MySQL/PostgreSQL access, Jenkins administration, and live Go process diagnostics via pprof/expvar. Built for AI coding agents.
Ddmcproxy
A multi-org proxy for the Datadog MCP server: mirrors every Datadog MCP tool and adds an org argument so a single client connection can target multiple Datadog organizations.
FireTrace
Self-hosted LLM & agent tracing with infinite retention: a Next.js dashboard on Vercel backed by your own Firebase project, with scoped API keys, a REST API, a TypeScript SDK, and…
Prometheus MCP Server Free
Prometheus MCP server — free PromQL metrics store so Claude and ChatGPT can query your observability data
Aient MCP
Aient AI — MCP server for AI SRE: ask what's broken in production, get a reviewed GitHub fix PR. Remote HTTP MCP over OAuth (+ x402 wallet transport).
Openobserve MCP
MCP server for OpenObserve — multi-instance log/trace/metrics querying with adaptive routing, batching, and LRU caching
Serenedash
A live terminal dashboard for a SereneDB server: storage, memory, sessions, per-thread CPU and a perf-backed profile, cheap enough to leave open.
Aura Tracker Gcp
The self-hosted GCP intelligence engine that explains architecture, investigates failures, and predicts change blast radius—with every conclusion tied to inspectable evidence.
Realm9 AI Agent
Multi-layer AI agent system for intelligent infrastructure management. Features AI Terraform code editor with BYOK (Bring Your Own Key), Model Context Protocol (MCP) server with…
Mcpstat
Usage tracking and analytics for MCP servers