- 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.
Crypto Portfolio
Claude-ready MCP server that aggregates KuCoin balances and updates a Notion database with history and shareable reports. Designed for end-to-end craft: Dockerized on AWS EC2, pro…
Enterprise MCP Framework
Production-grade security, observability, and governance for Model Context Protocol (MCP) servers. Make any MCP server enterprise-ready in minutes.
Azure AI Foundry Databricks Research
Agentic AI solution for exploring and reasoning over Databricks using Azure AI Foundry, Semantic Kernel, OpenAPI, and MCP with full observability and orchestration support.
MemGuard
Stop AI agents from confidently using stale facts. MemGuard validates memories in Mem0, Zep, Letta & LangMem against reality — trust scores, quarantine, tamper-proof audit trail,…
Harness Fe
The agent that built it never leaves. A source-aware harness for every AI-built app — source-mapped build plugins, an MCP daemon, and a runtime client that let the agent keep watc…
AI Insights
Understand and improve how you use AI coding tools. A local web app that turns raw usage data into a live dashboard — token counts, costs, session history, and configuration healt…
Imara
Runtime governance for AI agents: audit trails, policy enforcement, and compliance for MCP tool calls
Lgtm Oncall MCP
Typed, auditable on-call MCP server for LLM agents on top of the LGTM stack (Grafana/Mimir/Loki/Tempo) + your VCS.
Attemptdb
AttemptDB - the database for what AI coding agents tried. Local-first, temporal and causal, written in Rust.
Incident Investigator
Stateful MCP server for incident investigation: dynamic evidence planning, competing hypotheses, confidence scoring, timelines, blast radius, and postmortems. Works with Cursor, C…
Stella Incident Profiler
Open-source JavaFX desktop and MCP-enabled incident profiler for AWS-hosted Java web applications using JFR, OpenTelemetry, CloudWatch, ALB logs, and Aurora metrics.
Monoid Agent Kernel
Embeddable agent kernel for durable, provider-neutral LLM agents with permissions, pluggable tools, observability, and subagents.
Cloudwatch Explorer
MCP-native CloudWatch metrics explorer. Lets AI agents query AWS CloudWatch metrics, alarms, and logs over MCP. Read-only by design.
Janusly
Janusly — AI operator for business workflows. Design, run, recover and operate workflows from one Go executable: React control plane, PostgreSQL as the durable queue, MCP client +…
Homelab Status MCP
Read-only homelab observability over MCP — uptime, load, disk, docker, systemctl, journals. Allowlisted, audited, no mutations.
FlowPilot
AI control plane for Node-RED. Generate, validate, deploy and debug flows safely with live logs, approvals, rollback, MCP and local AI support.
Syntavra
Adaptive context and runtime optimization for coding agents—reducing token waste, externalizing tool output, preserving exact session history, and enforcing secure tool routing.
Grafana AI
AI-powered observability platform using Grafana, Prometheus, MCP and local LLMs for intelligent infrastructure analysis.
A2a Otel Kit
Vendor-neutral OpenTelemetry tracing for A2A agents and MCP services, with W3C context propagation and privacy-safe telemetry.
Lujo MCP
基于 MCP 协议的 AI 调试追踪平台，提供会话管理、链路追踪、错误分析与 Dashboard 可视化
Deepcube MCP Server
Open-source Model Context Protocol (MCP) server to query your application telemetry in natural language from VS Code and GitHub Copilot agent mode.
Agent Runtime Lab
Secure, durable agent runtime in Java: validated DAG execution, sandboxed tools, MCP, approvals, crash recovery, evaluations and measured benchmarks.
AIObservability3.0
End-to-end Dynatrace observability for agentic AI workloads - services, agents, tools, prompts, models, topology, FinOps. Detects orchestration overhead vs substantive agents, sur…
Agent Receipt
MCP middleware that creates cryptographic receipts for every real tool call — ghost actions leave no receipt
Agentmoat
A security layer for AI agents: detects prompt injection, firewalls dangerous tool calls, scores inter-agent trust, and keeps a tamper-evident audit log. Works with the Anthropic…
GhostInTheShell MCP
🔒 A sandboxed, read-only MCP server that safely exposes system health, Docker diagnostics, and log intelligence to AI agents like Claude — with strict path whitelisting, context c…
Mcptrace Rs
Observability proxy and OpenTelemetry exporter for MCP servers — trace tool calls, measure latencies, enforce SLO budgets. Single Rust binary.
Mcpaisuite Hub
Full-stack control plane for the MCP AI Suite — run, observe and govern AI agents. Next.js + FastAPI. (BSL 1.1)
Froggy Sre
MCP-based SRE incident response agent for macOS. Feed a Kubernetes alert → get root cause, fix, and risk in one tool call. Native Swift, on-device LLM by default.
Unreal MCP Proxy
Flight recorder for Epic's Unreal MCP (UE 5.8+): session recording, offline single-file viewer, and an agent skill that queries its own call history
Spring AI Otel Example
Spring AI chat app that queries Grafana over MCP and exports its own telemetry to the official OpenTelemetry Collector. Notes on where Spring AI diverges from the GenAI semantic c…
Agent IA
Agent IA conversationnel basé sur l'utilisation d'outils, piloté depuis une interface terminal.
Paperops
See everything your agent does in Paper — every call, what it costs, and how the design evolved.
Open VMCP
A virtual MCP gateway you can read in an afternoon — one endpoint in front of every MCP server, with per-server and per-tool policy and a record of every call that crosses it.
Mojaq
Read-only MCP server for MOJAQ — ask Claude, Claude Code or Cursor about your EU-hosted app deploys, errors, logs, uptime and incidents.
Bluerock Security
Bluerock Security — independent third-party profile of a public API surface, by API Evangelist. BlueRock Security is a runtime security, observability, and governance platform for…
Macos Telemetry
Native local-only macOS telemetry MCP server with 12 read-only tools
Tokenbrake
A circuit breaker for your AI bill. Meters every AI API call on your machine and hard-stops a runaway agent in ~10 seconds — before the money is gone, not after the invoice.
Agent Ops Operator
A Kubernetes operator for agents you can address. Alerts, schedules, cluster events and chat messages start Conversations — each in its own isolated agent pod, answering in a thre…
Agent Rewind
Agent Rewind: flight recorder + undo button for AI agents (MCP interception proxy — journal, snapshots, policy gate, kill switch, rewind)
Prometheus Safe MCP
Constrained Prometheus MCP server for bounded, audited observability queries
Jv Watchtower MCP
Read-only MCP operations console over a 24/7 algorithmic trading fleet (sanitized portfolio extract). Sanitization is enforced in the data layer, so the strategy never reaches the…
Ccs Integrations
Framework-native adapters for CCS (Correctover Conformance Shape) cryptographically signed runtime receipts — Ed25519 + JCS signed audit evidence for AI agent tool calls (Pydantic…
Opencoverage
Self-hosted coverage API + dashboard for ingesting CI reports and tracking coverage deltas over time.
Bq Analytics
Analytics your AI agent can actually query. Tiny SDK that pipes events to BigQuery — ~$0/mo at indie scale, no dashboard, no vendor lock-in.
Agent Stack
Curated registry of 50+ infrastructure tools purpose-built for production AI agents — evals, memory, orchestration, communication, observability.
Celery Root
Celery Root is a multi-worker monitoring, management, and visualization tool for Celery. It ships with a Django-based UI, a lightweight event listener/collector, and helper utilit…
Chaukas SDK
One line to instrument your agent and capture every event in an immutable, queryable audit trail.
Helix.go
Go library for building observable microservices — REST, GraphQL, MCP, Temporal, and more — with built-in OpenTelemetry tracing and zero boilerplate.
Openwar
Discipline layer for CLI agents. Run Claude Code, Codex, and Gemini CLI under one phase-gated runtime with deterministic detectors, replayable traces, persistent memory, and a cha…