Havuz

MCP management console for the official DeepSeek Harness MCP client: /mcp command with health diagnostics and pipeline trial calls, a Settin

DeepSeek Harness 的执行迷宫——看 Agent 真实怎么干活：迷宫时间轴 · 数据轨道 · 确定性执行分析 · 多会话对比 | The execution maze for DSH agents: maze timeline, per-step data trac

Terminal side pane for Claude Code that shows a session's agents as a live tree. Stop a running sub-agent, send it new instructions mid-task

Open-source AI gateway for LLMs & AI agents, built in Rust. One OpenAI-compatible API for OpenAI, Anthropic, Gemini, Bedrock & more — routin

Self-hosted AI SRE for Kubernetes — zero-instrumentation eBPF observability plus a copilot that fixes issues through guardrailed, self-verif

Help individuals and teams understand their prompting habits and improve how they work with AI coding agents. Get specific insights into pro

Local evidence debugger and trajectory-test toolkit for TypeScript AI agents: inspect causal runs, catch wrong tool paths in CI, and share s

IAGA Sentinel sits next to your AI agents and answers the one question the agent itself cannot.

Local LLM cost-tracking proxy for OpenAI, Anthropic, Gemini, and pinned OpenRouter calls with token usage, failure, and billing-integrity re

Realtime dashboard for the Halogen LLM inference server

Find out where your coding agent starts degrading. Personal context-rot analytics from your own sessions - 100% local, zero-config: uvx cont

Skills, prompts, and instructions for building AI agents on top of Dynatrace production context

Which 5-hour window took you out — and where the money goes. Local profiler for Claude Code, OpenClaw & Hermes Agent: usage windows, burn by

Production-oriented Spring AI platform prototype for RAG, tool calling, async ingestion, JWT/RBAC, and observability.

Skill pack for Claude Code that helps you monitor and troubleshoot your K8s clusters superintelligently

An AI troubleshooting workbench for internal systems: it integrates ticketing and alerting systems via HTTP APIs and webhooks, connects code

Real-time hardware and LLM inference monitoring — GPU, CPU, memory, and vLLM metrics streamed to a dashboard.

Alephant is an open-source AI Agent Gateway for routing, tracking, and controlling LLM usage across AI agents, members, and workflows, and f

Debug Anything: observe any running process, container or pod from your AI agent. strace, py-spy, perf, lsof, tcpdump, gdb/lldb and heap sna

Self-hosted web viewer for Claude Code session transcripts — read, search, replay, and audit every session you have ever run

Open-source, self-hosted analytics for MCP servers

Token Bank — the local LLM gateway that sits between your AI agents and every provider. Know where tokens go · Spend less with smart routin

Observability platform for Digital Employee, providing real-time tracing, session insights, and cost analysis for multi-agent workflows

Local-first flight recorder for coding agents : replay every run as a live session map, score the context bill, and write the fix back into

Visualize Pydantic AI agent workflows from Logfire traces as an interactive HTML diagram — tools, nested sub-agents, tokens and exact cost.

Token Efficiency For AI Agents

Litefuse - Agent Observability and Evaluation Platform

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

What Claude Code is doing between your prompt and its answer, drawn live from the logs it already writes: every model call, every tool, each

Local-first observability your agent reads back. TMA1 records every LLM call, then routes what it sees into the agent's next turn via hooks

A harness for hosted Grok Bot crews. Its core rule: it is not allowed to guess.

ZhuLing — Zero-config AI Agent framework for Java. One YAML to launch Agents on Spring AI + DDD, with MCP tools, full observability and a Re

Pi coding agent extensions with code intelligence (LSP + Tree-sitter AST), semantic refactoring, code review, web/Context7 docs, and ask-use

Evidence-driven production readiness checklist for shipping web applications with confidence

Agent and LLM API performance monitoring via network packet probe. Measures performance of OpenClaw, Claude, Codex, DeepAgents and more — de

Lightweight OpenTelemetry receiver and local dashboard for LLM development — single binary, zero dependencies

Specification-driven multi-agent systems with OpenTelemetry observability, agent traces, benchmarking, MCP, and A2A.

Observability for AI coding assistants — cost tracking, efficiency scoring, and anti-pattern detection for Claude Code, Cursor, Copilot, and

Pan by Euraika — a self-hosted AI workspace for Hermes Agent. Chat, skills, extensions, memory, profiles, and runtime controls.

Tools for AI agents to test, fix and optimise your codebase

See what AI coding agents do on a machine. The open-source observer behind Phigon.

The control plane for your coding agents, however you run them. One checkout of rules, skills, subagents, hooks and stances, projected into

Self-hostable incident-investigation agents for Sentry, Datadog, and Slack.

Agents you can inspect, replay and trust. An agent framework for TypeScript and Python, built on an append-only event log.

Security-oriented three-axis observability for sandboxed AI agents: model intent, app context, and runtime telemetry into verifiable evidenc

Elixir-native LangChain, LangGraph, and DeepAgents for traceable LLM apps: OTP workflows, tools, memory, human-in-the-loop, streaming, custo

只读地呈现一个 DeepSeek Harness 工作区是怎么长出来的：文件关系星图、轮次带、每轮影响与整段对话重建，不写任何东西。｜A permanent read-only visual map of a DSH workspace: file relations, turn

Smriti (स्मृति): private, local-first agentic RAG with System 1 + System 2 thinking over your notes, books and documents. Guardrails, tracin

eBPF Prometheus exporter for AI-agent activity — per-agent tools, domains, ports, files, CPU & network — with a Grafana dashboard. A yeet se