Directory
Monitoring
Reviewed resources in Monitoring. 79 resources listed.
The Standup
standup.thecompound.techA daily email and dashboard tracking software releases, security advisories, outages and breaking changes across the vendors and repositories a team depends on, surfacing only what needs action rather than a full news feed.
all-your-agents
npmjs.comAn event-driven, harness-neutral API and command-line tool that watches every coding agent running on a machine and lets a developer inspect the sessions, subagents and tool calls they leave behind, without polling.
claudit
github.comA self-hosted dashboard for visualizing Claude Code usage from session transcripts, with time-correct cost accounting, per-project attribution, and support for ingesting Codex and Kimi CLI transcripts as well.
A self-hosted infrastructure suite that deploys a multi-service observability pipeline for LLM applications, covering cost, token and semantic-cache metrics across Postgres, ClickHouse and Redis, with Kubernetes and Terraform options.
Qdrant Cluster Dashboard
chromewebstore.google.comA Chrome extension that connects to one or more Qdrant vector database clusters and shows cluster health, collection configuration, shard distribution and performance in real time.
Obyflow
obyflowapp.onrender.comA CLI-first, local-first observability tool for LLM applications that traces and stores LLM calls, vector-store queries and LangChain steps in SQLite, then uses an LLM of your choice to help investigate the root cause of failures.
CloudOps Multi-Agent System
github.comA hierarchical multi-agent example system for AWS CloudOps that answers questions about costs, AWS Health events and network resilience through a supervisor agent that delegates to specialized FinOps, governance and operations agents.
toptop
github.comA terminal system monitor purpose-built for local LLM inference, showing live tokens per second, VRAM-spill and throttle warnings and other GPU metrics nvidia-smi does not expose, alongside a full htop or btop-class system monitor.
OpenTelemetry MCP Server
github.comA Python MCP server that bridges AI coding assistants with the OpenTelemetry ecosystem, giving them live access to documentation, examples, semantic conventions, and instrumentation-quality scoring.
NightMend
github.comA self-hosted, open-source monitoring platform that uses an LLM to analyze alerts, pick a runbook, and execute automated remediation, in addition to standard metrics and PromQL dashboards.
llmtop
github.comA real-time terminal dashboard, styled like htop, for monitoring an LLM inference cluster running vLLM, SGLang, LMCache, NVIDIA NIM, or NVIDIA Dynamo, auto-discovering pods in Kubernetes with no port-forwarding required.
local-k8s-ai-agent
github.comA self-hosted, read-only AI agent for Kubernetes that answers questions using a local Mistral model through Ollama and reasons about a cluster's actual live pods, events, and logs rather than generic advice.
ZibStack.NET
mistykuu.github.ioA collection of .NET source generators for cross-cutting concerns such as structured logging, OpenTelemetry tracing, retry and cache aspects, DTOs and CRUD APIs, generating code at compile time with no reflection.
logana
pauloremoli.github.ioA terminal log analyzer that turns files, compressed archives, Docker containers or OpenTelemetry streams into structured, filterable, annotatable data, with an MCP server for exporting findings to an AI assistant.
ZizkaDB
db.zizka.aiA self-hosted operational database for auditing AI agent behavior, recording each step's causal chain back to the user message so a team can answer why an agent called a given tool.
Ravel
github.comA distributed database for OpenTelemetry metrics, logs and traces whose only durable storage is an object store, so a strictly acknowledged write survives the crash of any Ravel process with no write-ahead log or replicated ingest layer.
Coding Agent Explorer
nestenius.seA real-time .NET reverse proxy and dashboard that intercepts every API request and response between Claude Code and the Anthropic API, so a developer can inspect traffic and MCP tool calls.
agenttop
github.comA local, cross-tool usage dashboard for AI coding assistants that reads the logs and local databases already kept by Claude Code, Cursor, Kiro, Copilot and Codex to show cost and workflow patterns.
Logfire Insight Relay
github.comA callback library for Hugging Face's Trainer that forwards training events, such as loss and epoch boundaries, to an observability backend through Pydantic Logfire, without a training script needing to be modified or a custom callback subclass written for each project.
Observe-SDK
github.comAn observability software development kit for multi-agent AI systems, extending OpenTelemetry's generative-AI semantic conventions and exporting to any OpenTelemetry-compatible backend.
Hermes Dashboard
github.comA real-time monitoring dashboard and auto-generated wiki for the Hermes AI agent, showing live sessions, tool calls and activity while also documenting the agent's installed skills, plugins, tools and configuration.
Kibana MCP Server
github.comAn MCP server that lets an AI assistant search and manage a Kibana instance's saved objects using natural language, over either a local stdio connection or a remote HTTP endpoint.
A vendor-neutral collection of skill files that teach an AI coding agent how to instrument code with OpenTelemetry, covering SDK setup, semantic conventions, collector pipelines and OTTL transformations.
Coding Agent Usage Tracker
github.comA single command-line tool that checks remaining quota, rate limits and cost across more than 16 AI coding assistant and LLM providers, instead of checking each provider's own dashboard.