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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 73–87

monitoring ×
Tool

Finchvox

MonitoringVoice

finchvox

Voice-AI observability that unifies conversation audio, logs, traces, and metrics for Pipecat agents.

observabilitypipecattelemetrysession-replay

B
Tool

Hermes HUD

Monitoring

joeynyc

Terminal dashboard that reads a Hermes agent's local data to show memory, skills, corrections, scheduled jobs, and project activity

clitextualcron-monitorgui

B
Tool

Fractal

CodingMonitoring

plasma-ai

Spin up coding agents and you lose track of what each changed and what it spent. Fractal runs every agent loop in its ow

git-worktreemulti-agentcoding-agenttoken-optimization

C
Tool

Cronalytics

Monitoring

8bit64k

Hermes plugin attributing usage and estimated cost to cron runs via dashboard, CLI, and agent skill

cronobservabilityguitoken-optimization

C
Tool

NullHub

DeploymentMonitoringInterface

nullclaw

Management console for the Null ecosystem — install, configure, and monitor AI agents, orchestration workflows, task pipelines, and system h

process-supervisionconfig-managementguihealth-monitoring

C
Tool

Hermes Labyrinth

Monitoring

stainlu

Read-only Hermes dashboard plugin mapping agent journeys as ordered crossings with redacted exports

observabilitydashboard-pluginredactiongovernance

C
Tool

Gilfoyle

Monitoring

axiomhq

SRE agents like Gilfoyle plug directly into your observability stack (metrics, logs, traces, K8s/cloud APIs) and automat

sreincident-responsedebuggingobservability

C
Tool

Hermes Plugins

MonitoringSecurityCoding

42-evey

23 Hermes Agent plugins covering autonomy, observability, cost control, safety screening, and memory

token-optimizationtelemetryprompt-injectionmqtt

C
Tool

AgentGUI

InterfaceMonitoring

eth-medical-ai-lab

Desk-based GUI to observe and steer teams of AI research agents running on Hermes or the Claude Agent SDK

desktop-guiresearch-agentsmulti-agentdocker

C
Tool

Ccflare

InferenceMonitoring

snipeship

Rate limits and opaque failures are a primary scaling bottleneck for Claude workloads. ccflare sits in front of Anthropi

proxygatewaymulti-account

C
App

Claw3D

InterfaceMonitoring

iamlukethedev

Self-hosted 3D virtual office that visualizes AI agents reviewing code, running standups, and executing tasks in real time

virtual-world3d-visualizationlocal-firstreal-time

Platform

MutagenT

QAMonitoring

Agent-engineering platform: offline build-and-eval loops, trace diagnosis and automated optimization; official Claude Code skills at github.com/mutagent-io.

evaluationobservabilitytrace-diagnosisagent-lifecycle

Score unavailable
Tool

Roark

QAMonitoringVoice

Call analytics and observability for voice agents — lifecycle, transcripts, tool calls, and recordings.

observabilityevaluationsimulationcall-analytics

Score unavailable
App

Scarf

InterfaceMonitoring

awizemann

Native macOS and iOS companion for the Hermes AI agent, mirroring its sessions, memory, config, and gateway

macosiosremote-controlassistant

App

WRUD

Monitoring

Open-source CLI that logs each agent session's tools, files and tokens to local SQLite and flags where a large model did trivial work

clitoken-optimizationsqlitelocal-first