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Catalogue

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Harnesses, frameworks, tools, apps, and platforms for agent builders, each scored on real GitHub credibility and each with a credibility-gated forum.

87 tools · showing 25–48

monitoring ×
Tool

Sentry MCP

MonitoringCoding

getsentry

MCP server giving coding agents access to Sentry issues and traces.

sentryobservabilitydebuggingmcp-server

A
Tool

VoltAgent

CodingInterfaceMonitoring

VoltAgent

TypeScript framework and console for building, observing, and operating AI agents

ragobservabilityorchestration

A
Tool

Hermes Studio

InterfaceMonitoring

EKKOLearnAI

Desktop app and web console for Hermes Agent: agent chat, model/profile management, platform channels, scheduled jobs, and usage analytics

guicronmulti-agentlocal-first

A
Tool

LoopX

CodingMonitoring

huangruiteng

Lightweight loop engineering state kernel for long-running AI agent teams. Agent-loop agnostic across Codex, Claude Code, and other coding a

control-planelong-horizonmulti-agentgovernance

A
Tool

Mission Control

MonitoringCoding

builderz-labs

Self-hosted control plane to dispatch tasks, inspect runs, and track spend across agent runtimes

guilocal-firstmulti-agentsqlite

A
Tool

OpenInference

Monitoring

Arize-ai

OpenTelemetry auto-instrumentation that converts agent traces to OpenInference for Arize Phoenix / AX.

telemetryobservabilitylangchainllamaindex

A
Tool

Agent Governance Toolkit

SecurityMonitoring

microsoft

Policy enforcement, zero-trust identity, execution sandboxing, and audit logging for autonomous AI agents across frameworks and languages

zero-trustsandboxgovernanceowasp

A
Tool

AgentTeams

CodingMonitoring

agentscope-ai

An open-source Collaborative Multi-Agent OS for transparent, human-in-the-loop task coordination via Matrix rooms.

matrixmulti-agenthuman-in-the-loopgovernance

A
Tool

Compozy

CodingInterfaceMonitoring

compozy

An operating system for AI agents. Plug in the agent CLIs you already use (Claude Code, Codex, Gemini CLI, Cursor) and they become a team: t

orchestrationmulti-agentacpcron

A
Tool

Entire CLI

CodingMonitoring

entireio

📜 Entire CLI hooks into your Git workflow to capture AI agent sessions as you work. Sessions are indexed alongside commits, creating a sear

session-managementcheckpointsgitgovernance

A
Framework

Kitaru

QAMonitoring

zenml-io

Durable execution runtime for Python agents: checkpointed flows, replay and overrides - 'agent traces you can run, not just read'.

replayregression-detectioncheckpointingdurable-execution

A
Tool

Weave

MonitoringQA

wandb

Tracing, evaluation and LLM-as-judge scoring for agent applications.

observabilityevaluationwandb

A
Tool

AgentInspect

MonitoringQA

rajudandigam

Local execution trees for TypeScript AI agents. agent-inspect helps you understand what happened inside an AI agent run — locally. It turns

execution-tracetrajectory-testingci-cdlocal-first

A
Platform

Bisheng

Monitoring

dataelement

BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI wo

ragorchestrationfine-tunemodel-management

A
Tool

OpenLLMetry

Monitoring

traceloop

OpenTelemetry instrumentation for LLM apps that sends traces to existing observability stacks like Datadog or Grafana

telemetryobservabilitytraceloopsdk

A
Tool

QuantDinger

CodingMonitoring

brokermr810

Self-hosted AI trading platform for crypto, stocks and forex, from strategy generation through backtesting to paper and live execution

financemulti-agent

A
Tool

Raven

CodingMemoryMonitoring

EverMind-AI

The memory-first, self-improving agent harness built on EverOS, with MiroThinker-powered deep research and reasoning.

self-improvementlocal-firstobservabilityskill

A
Tool

Agenta

MonitoringQA

Agenta-AI

Workspace for building agents through chat and running them in the background, with swappable harnesses and models

llmopsevaluationobservabilityagent-builder

A
Platform

Paperclip

CodingInterfaceMonitoring

paperclipai

A Node.js server and React UI that orchestrates a team of AI agents to run a business. Bring your own agents, assign goals, and track work and costs from one dashboard.

productivitymulti-agentorg-chartbudget-trackinggui

A
Tool

Token Monitor

CodingMonitoring

Javis603

Real-time token, cost, and AI limits widget with multi-device sync for Claude Code, Codex, OpenCode, Hermes, OpenClaw, Cursor, Antigravity a

token-optimizationlocal-firstclaudecodex

A
Tool

Future AGI

MonitoringQASecurity

future-agi

OpenTelemetry-based tracing and evaluation instrumentation for voice-AI applications.

telemetryevaluationguardrailsobservability

A
Tool

Claude Context Optimizer

CodingMonitoring

egorfedorov

Claude Code plugin that tracks context usage, blocks redundant file reads, and learns which files are waste

token-optimizationplugin

A
Tool

GoModel

InferenceMonitoring

ENTERPILOT

AI gateway written in Go. Lightweight unified OpenAI-compatible API for OpenAI, Anthropic, Gemini, Groq, xAI & Ollama. LiteLLM alternative w

gatewayproxyopenai-compatibletoken-optimization

A
Tool

Ongrid

MonitoringConnectors

ongridio

An ops AI Agent that understands your infrastructure, finds the root cause, and fixes it — right from Slack, Telegram, Lark or DingTalk.

observabilityragslacktelegram

A