#observability

M

Run coding agents without babysitting them. Keep jobs focused, bounded, checked and accountable from start to finish. Finally run your agents swarms overnight and get your time…

A

AURA is a production-tested SRE agent platform you can deploy in minutes. AURA handles the guardrails, APIs, state management, streaming, and failure handling required to put…

M

Wireshark for MCP. A transparent proxy between your AI client and MCP server. Watch every call live in your terminal, fail CI on what it finds, export OpenTelemetry spans.

W

Open-source tag manager for developers and agents

C

Dashboard for monitoring claude code sessions.

A

Unified local observability for AI coding assistants

P

Agyn is an open-source Kubernetes-native runtime that moves AI agents like Claude Code and Codex from laptops to company infrastructure with the controls enterprises need.

M

The implementation of Model Context Protocol (MCP) server for VictoriaMetrics

Z

MCP server for the complete Zabbix API - 237 tools, multi-server, OAuth 2.1 + bearer auth, PDF reports, systemd ready. Works with ChatGPT, Claude, VS Code, Codex, JetBrains and…

I

Open-source runtime that ships any LangGraph or Google ADK agent as a production-ready FastAPI service. Bundled , AG-UI copilotkit API, chat UI, 15+ guardrails, MCP,…

W

Enterprise AI Harness, connect your data to AI

A

Self improving agents through iterations

C

A Claude Code mod that puts a live agent dashboard in your terminal: context and cost, advisor timeline, every permission check, subagent cards and swimlanes.

M

BitDive Model Context Protocol (MCP) server. The Autonomous Quality Loop for AI agents. Provides real runtime context, before/after trace comparison, and integration testing…

D

MCP management console for the official DeepSeek Harness MCP client: /mcp command with health diagnostics and pipeline trial calls, a Settings MCP tab with server CRUD…

T

Thoughtbox is an intention ledger for agents. Evaluate AI's decisions against its decision-making.

N

Open-source, self-hosted control plane for OpenClaw and Hermes AI-agent fleets on Docker/Kubernetes — REST, CLI, and MCP.

C

Real-time execution trace and cost intelligence for Claude Code

A

The agentic debugger for Claude Code, Codex CLI and Gemini CLI: a token usage, cost and context-window tracker that shows what the tokens ARE — live memory map, per-file…

A

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.

C

Codex Usage — Local-first Codex usage analytics · 逐电脑/模型/项目/会话 Token 用量明细与 API 等价成本，支持 Windows/Linux/Mac。

S

Audit which Claude Code skills you actually use — surface dead installs and hallucinated invocations from your session logs.