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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.
Otelcol Genai Sketches
Bounded GenAI metrics and keyed summaries from OpenTelemetry traces
Autonomous Gtm Engine
Enterprise-grade autonomous GTM platform built with LangGraph, FastAPI, Redis Streams, event sourcing, distributed workers, OpenTelemetry, MCP Tool Registry and production resilie…
Gurdy
Runtime governance for AI agents: intercept agent-to-tool traffic, decide against a versioned Cedar policy bundle, and write a tamper-evident decision ledger a third party can ver…
Devops AI Implementation Ideas
A collection of practical, implementation-focused ideas showing how AI can be integrated into DevOps, Platform Engineering, Cloud, CI/CD, SRE, Security, and Infrastructure workflo…
Agents Traces
Ultra-fast, zero-bloat local JSONL observability and tracing for AI coding agents (MCP + CLI).
Enlil
Source-available control and audit plane for AI agent actions. Enforce what your agents may do, and prove what they did.
ContextOps
AI-powered incident response engine for automated triage and runbook-grounded resolution.
Torana Edge
Hook into every step of your AI coding agent: Claude Code, Codex, Gemini or any other. A programmable local proxy: rewrite requests, swap models, transform streams and tool output…
Caliber Suite
Open-source MLflow plugin for AI agents and agentic workflows: prompts, tools, skills, MCP servers, RAG knowledge bases, evaluation, deployment, observability, and Aria copilot.
Scanwarp
Your AI writes your code. ScanWarp keeps it running. One command. Zero config.
Otel MCP
OpenTelemetry traces for AI coding agents via MCP
Datadog MCP
117 read-only Datadog tools for your AI. Every observability pillar. Zero writes. Zero regrets. Your pager is safe from the robots.
Newrelic MCP Server
Full-featured NewRelic MCP server with 26+ tools
Eval
🧐 Privacy-preserving MCP server evaluation: deterministic CI probe battery (18 probe kinds, readiness score, SARIF) plus production friction capture with findings that verify and…
ContextOS
The Autonomous Spatial Intelligence Layer for AI Agents. ContextOS bridges the gap between raw development activity and structured AI context using a 3D Aether HUD, Gemini-powered…
Cursor Plugin
Better Stack plugin for Cursor: connect Cursor to your Better Stack Incidents and Telemetry data.
Signal
Tiny, zero-dependency telemetry SDK for MCP widgets — capture usage in Claude MCP Apps / ChatGPT Apps SDK / mcp-ui and forward it anywhere, even past the host CSP.
Pioneer
Pioneer: the stop signal for agents. When an agent fails on a product, the next one is warned and gets the fix, and the vendor sees where agents fail. Postgres-native, MCP, built…
Hoist
Read ahead of your agent. An MCP proxy that learns, from an agent's recorded tool calls, which reads come next, and serves them in the same tool result, so the agent needs fewer L…
Beszel MCP
Read-only MCP server for a Beszel monitoring hub — twelve tools over Streamable HTTP and stdio
Platform
Kubernetes cost allocation, logs, continuous profiling and eBPF network cost in one install. OpenCost- and Loki-compatible APIs, rightsizing that applies through guarded CRDs, and…
Rewind
Time-travel debugger and shareable replay for Claude Code sessions. Capture every event, scrub the timeline, roll back files to any point, export the session.
AI Engineer
AI engineering portfolio with Next.js demos for LLMs, RAG, vector search, embeddings, agents, MCP, guardrails, observability, prompt engineering, and token economics.
Jarvis AI Monitor Omarchy
AI observability plugin for the Omarchy shell: see which AI coding agents are on the machine, what they are connected to, what they are allowed to do, and what they did last.
Verdict Core
Control plane for AI coding agents: decides which models may run each task, recovers from rate limits and timeouts, sends work to a separate reviewer model, and writes verifiable…
K8s Servant
Read-only AI SRE agent for Kubernetes: investigates, health-checks and reports via MCP and a guarded kubectl
YYC3 AI Agent Archive
**YYC³ AI Agent Archive**是企业级 AI Agent 资产平台，以 Monorepo 架构聚合了 14 个核心 TypeScript 包、8 位 AI Family 智能体、831 个技能资产、200+ 插件 以及完整的多智能体协同体系。项目以"言启千行代码，语枢万物智能"为核心理念，构建了从智能体定义、技能注册发现、MCP 运行时…
Runtape
Record AI agent runs locally and find which part of the context caused a decision.
Pulse
Self-hosted, generic telemetry platform: ingest typed events, store them queryably in Postgres, and expose the database to AI over MCP.
Tiny Agent
Tiny header-only C++20 AI agent framework for edge and embedded: DeepAgent sub-agents, middleware, MCP, SSE streaming, RAG vector stores (Qdrant, Weaviate, Milvus, Redis, Chroma),…
Observability MCP
FastMCP 3.2 observability server for monitoring MCP ecosystems with OTel and Grafana
Ops
Read-only MCP server that gives your AI agent eyes on your whole production stack: Stripe, Postgres, Vercel, Sentry, GitHub and more. Status in one call, a cross-service timeline,…
Top
top for your agent's context window, profile MCP tool-definition token cost vs actual usage from local transcripts and get a safe prune list.
Lgtm MCP
MCP server for the Grafana observability stack — investigate latency, errors, and traces via intent-based tools. Connects AI agents (Claude, Cursor, OpenCode) to Prometheus, Loki,…
Sapmcp
Production-minded MCP server for SAP ECC/S/4HANA over NetWeaver RFC SDK (ctypes, no PyRFC): SafetyPolicy, audit JSONL, Basis tools, multi-destination and snapshots.
Github Intelligence MCP
An intelligent, structured MCP (Model Context Protocol) server for investigating and analyzing GitHub repositories.
Laravel Kick
🔗 Connect and manage your Laravel app effortlessly with an MCP server and REST API for health checks, log reading, and command execution.
Agentenna
Agentenna is the awareness layer for AI agents — a live, token-bounded view of what's happening, rendered straight into context.
Bearingnode Lab
BearingNode Observability Lab - AI, Data, Software, Infrastructure and Information Observability
Tokenfuse
TokenFuse — runtime control for AI agents: per-run budgets, loop detection, burn forecast, kill-switch. Observability shows the fire; TokenFuse is the automatic extinguisher.
Maurice
Local, read-only web explorer for your ~/.claude folder — Claude Code sessions, estimated cost, context-window usage, and a workflow view by skill, ticket & branch. Ships an MCP s…
Ops Incident Core
Collector-first engineering evidence backend for deterministic ingestion, Qdrant retrieval, cited investigation, readiness reports, workflows, evals, and Core MCP. Azure deploymen…
Harness Scouter
Scores a Claude Code harness from the transcripts already on your machine: 6 stats of what your agent actually did, computed locally with no LLM calls. Then it runs a reproducibil…
Cursor AI Agent Tooling Projects
Local-first TypeScript tooling for AI coding agents: MCP governance, multi-agent control room, and verification-as-a-tool.
Klaridian
Generate a TypeScript or Python MCP server from an OpenAPI spec, with OpenTelemetry + product-analytics (PostHog/Amplitude/Mixpanel) observability and tool curation wired in.
Owl Github Intel
Evidence-led research trails, datasets, and adoption intelligence for the AI dev ecosystem
AI Web Gateway Observacionista
Evidence-envelope gateway for API, reader and browser observations with routing, retries, caching and MCP-facing interfaces.
Tokenpak
Local proxy that puts the right project context in front of the model before it starts working — with a receipt for what was added
O11y Advisor
Specialist observability advisor for developers and coding agents — RAG-backed CLI and MCP server for OTel, Prometheus, Grafana, and SRE practices.
Awesome Verified Agents
Tools that produce evidence about what an AI agent actually did — gates, attestation, output verification, benchmarks. Inclusion bar: name the artifact a human can inspect later.