- Conduid
- Marketplace
- #observability
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.
server
Self-hosted command center for AI coding agents (Claude Code, Codex CLI, GitHub Copilot CLI) — live dashboard, orchestration, and an MCP server for programmatic fleet control.
Watchtower
Self-hosted error tracking. A drop-in for Sentry and AppSignal SDKs: one Go binary and Postgres, with Slack, Linear, email and an MCP server for coding agents.
Proxy
A config-driven Model Context Protocol (MCP) reverse proxy built in Rust. Aggregates multiple MCP backends behind a single endpoint with per-backend middleware, authentication, an…
Olivares
Ground truth for enterprise AI: your AI coding tools, your accounts and every session on your own server, from one web console, CLI or API. Self-hosted, open source.
AgentWatch
Local-only observability for AI agents on your machine. One timeline across coding and non-coding agents.
Prometheus MCP
Prometheus MCP Server
AegisOps
AegisOps企业信息系统智能运维平台：自动巡检、Agent 故障排查、证据工单与审批处置。LangGraph · Deep Agents · MCP；附可复现实测记录。
Sample Agentcore Enterprise Platform
Amazon Bedrock AgentCore enterprise platform accelerator with AWS CDK, Terraform organization guardrails, MCP/A2A agents, security, memory, and observability.
Mcpx
A self-hosted MCP Gateway for enterprise environments. Secure AI agent connections to MCP servers with tool governance, multi-tenant isolation, and full observability. Built with…
Pg Licht
Read-only PostgreSQL MCP server for AI assistants: schema, statistics, plans, locks, replication and PgBouncer, read from the catalog. Never writes, never returns table rows.
logger
Generic MCP-to-OTLP forwarder. Wraps any MCP server and emits OTel traces to OTEL_EXPORTER_OTLP_ENDPOINT.
vunet-server
Model Context Protocol (MCP) Server for Vunet vuSmartMaps - Multi-tenant observability platform integration
server
A neutral protocol for coordinating intent across humans and agents. Goal lifecycle, state, auditability.
autotel
OpenTelemetry instrumentation for Model Context Protocol (MCP) with distributed tracing support
Unpage
Unpage is the open source framework for building SRE agents with infrastructure context and secure access to any dev tool.
EzCoworker
A multi-user Claude Code CLI based Coworker with Multi Agent Orchestrator, Multi model support including Ollama models, Advanced Functional skills, Channel integration for Chat an…
Claude Team Dashboard
📊 Real-time monitoring dashboard for Claude Code agent teams
Agent Trace
strace for AI agents. Capture and replay every tool call, prompt, and response from Claude Code, Cursor, or any MCP client
Altk Evolve
Self improving agents through iterations
Scorecard
Scorecard — independent third-party profile of a public API surface, by API Evangelist. Scorecard is a simulation and evaluation platform for building, testing, and deploying fron…
Bluerock
Runtime visibility for Python MCP servers. Captures tool calls, session lifecycle, module imports (SHA-256), and subprocess execution as structured NDJSON. No code changes. Apache…
Clawmaster
Make OpenClaw usable for everyone — setup, manage, and grow it into a practical digital personal assistant.
Aicw AI Mentions
AICW AI Mentions (formerly AICW Rankings) is an open-source tool that helps online marketers track how often their products are mentioned in responses from popular AI chatbots.
Nora
The self-hosted, runtime-neutral operations platform for Hermes and OpenClaw fleets.
Awesome Agentic Devops
Curated + scored map of official MCP servers and agents for DevOps, Cloud, SRE, and Platform Engineering — every entry rated on production access, approval gates, and audit eviden…
Contextrot
Find out where your coding agent starts degrading. Personal context-rot analytics from your own sessions - 100% local, zero-config: uvx contextrot
Awesome X Ops
A curated map of modern X-Ops: AI Ops, LLM/Agent Observability, Platform Engineering, GitOps, DataOps, FinOps, DevSecOps, and production-grade open-source operations tooling.面向现代…
VinvAI
Your agent says it's done. Vinv says prove it. Real traces + live code graph + closed-loop verify, served to your agent over MCP.
Mutsumi
Multi-Agents VSCode Extension that Focuses on the Full Control of Context, Observability and Auditability. Works like Wakaba Mutsumi's Personalilties 🥒. 吓我一跳我释放忍术😰若叶睦那么多首啊🥷
Claudestat
Real-time execution trace and cost intelligence for Claude Code
Opercerta
Auditable AI operations agent for inventory exceptions, equipment alerts, and human-approved workflows.
Prodagent
Production‑grade LLM agent framework. Built‑in checkpoint recovery, budget control, circuit‑breaker, security guardrails, state‑machine and observability for reliable agent deploy…
Agent Control Standard
The open standard for runtime agent control — declarative hooks, policy enforcement, and observability across AI agent frameworks.
Detrix
Observe any line of running code — no restarts, no code changes, production-safe
Bar Observatory
Deterministic, local-only audit reports for Claude Code AI agent sessions. Rust + SQLite. Zero network calls. MCP server for agents.
AegisFlow
Local-first policy gateway for coding agents. Allow, review, or block MCP, shell, SQL, GitHub, and HTTP actions with scoped credentials and signed evidence.
Hono Telescope
Laravel Telescope-style debugging for Hono — plus an MCP server so your AI agent can read the app's live requests, exceptions and queries
Auditable
Audit any agent decision across its past, present, and future, on one typed graph.
Zabbix AI Skills
Ready-to-use AI workflows for Zabbix monitoring, administration and automation, powered by the Zabbix MCP Server.
Kassi
An AI agent that load-tests a code change, finds the regression in Splunk, and writes the fix. A model-agnostic, audited state machine over MCP, orchestrating the Grafana k6 and o…
Cockpit Agent
面向智能座舱的云边协同 AI Agent：端侧毫秒级车控，云端声明式 Multi-Agent 与 Skill/DAG 编排，支持 S2S 实时语音、声纹多用户、视觉与 HMI；LLM 只负责理解与规划，VAL 负责确定性安全执行。
Theodosia
Put an AI agent on rails: mount a Burr state machine as an MCP server so the agent can only take the next allowed step, with every step recorded and replayable.
Securevector AI Threat Monitor
Security & Observability for AI Agents — audit every tool call, enforce allow/block policies, catch prompt injection and data leaks. Local-first; works with Claude Code, Codex, Co…
Reliable
Runtime observability and reliability for the Model Context Protocol ecosystem.
Agentic Tool Optimization
Local-first multi-runtime AI cockpit (CLI + desktop + MCP). War-rooms, review receipts, open multi-model coding benchmarks. MIT.
Awesome Devops AI
A curated list of 474 AI tools, agents, MCP servers, and resources for DevOps, SRE, and Platform Engineering — updated July 2026
Ageniusdesk Ce
The command center for n8n automation operators: multi-instance management, real-time error tracking, AI-assisted debugging, a Code Lab, and one-click container deployment. Self-h…
DuraLang
Make stochastic AI systems durable with one decorator
Scopeon
AI context observability & optimization for Claude Code, Copilot CLI, Codex, Gemini — TUI dashboard, preset optimization, cost tracking, CI gates
Agentmetry
Local-first flight recorder for AI coding agents. Hash-chained audit trail, MITRE-mapped sequence detection, DLP. Forwards to the SIEM you already run.