Le descrizioni degli strumenti sono in inglese.

Osservabilità LLM

Monitoraggio, tracce, valutazione e qualità delle applicazioni LLM.

Classifica degli strumenti

Classifica per crescita misurata e normalizzata tra le fonti. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

1
bar-observatory
MCP
AttivoUltimo commit 6 giorni fa · 2026-08-27
Deterministic, local-only audit reports for Claude Code AI agent sessions. Rust + SQLite. Zero network calls. MCP server for agents.
HTMLLicenza: MIT
- agent-monitoring
- agentic-ai
- ai-agents
- ai-engineering
- audit
githubcreato 21 giorni fanuovocrescita misurataApri fonte ↗
22stelle GitHub+2 (+10.0 %)
2
nora
MCP
AttivoUltimo commit 1 giorno fa · 2026-09-01
Open-source, self-hosted control plane for OpenClaw and Hermes AI-agent fleets on Docker/Kubernetes — REST, CLI, and MCP.
TypeScriptLicenza: Apache-2.0
- agent-management
- agent-ops
- agent-orchestration
- ai-agent-platform
- ai-agents
githubcreato 5 mesi facrescita misurataApri fonte ↗
50stelle GitHub+3 (+6.4 %)
3
opentelemetry-agent-skills
Skill
AttivoUltimo commit 1 giorno fa · 2026-09-01
Vendor-neutral OpenTelemetry skills for AI coding agents, grounded in upstream sources
ShellLicenza: Apache-2.0
- agent-skills
- ai
- observability
- opentelemetry
githubcreato 6 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/ollygarden/opentelemetry-agent-skills ~/.claude/skills/opentelemetry-agent-skills
97stelle GitHub+4 (+4.3 %)
4
adl-cli
Altro
AttivoUltimo commit 4 giorni fa · 2026-08-29
A command-line tool to scaffold and manage enterprise-ready AI Agents powered by the A2A (Agent-to-Agent) protocol
GoLicenza: Apache-2.0
- a2a
- agents
- ai
- containerized
- docker
githubcreato 13 mesi facrescita misurataApri fonte ↗
14stelle GitHub+1 (+7.7 %)
5
untell
Altro
AttivoUltimo commit oggi · 2026-09-02
AI-detector auditing toolkit: measures how often a detector flags genuine human writing, how stable its verdict is across seeds, and whether that verdict survives meaning-preserving edits. Detector-in-the-loop measurement harness. Claude…
PythonLicenza: MIT
- ai-detection
- ai-detector
- benchmark
- claude-code
- claude-code-skill
githubcreato 2 mesi facrescita misurataApri fonte ↗
18stelle GitHub+1 (+5.9 %)
6
kubeshark
Agente
AttivoUltimo commit 1 giorno fa · 2026-09-01
eBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryable by AI agents via MCP and humans via dashboard.
GoLicenza: Apache-2.0
- cloud-native
- devops
- docker
- ebpf
- golang
githubcreato 5 anni facrescita misurataApri fonte ↗
12 066stelle GitHub+7 (+0.06 %)
7
langfuse-docs
Skill
AttivoUltimo commit 1 giorno fa · 2026-09-02
🪢 Langfuse documentation -- Langfuse is the open source LLM Engineering Platform. Observability, evals, prompt management, playground and metrics to debug and improve LLM apps
MDXLicenza: MIT
- agent-skills
- agents
- genai
- hacktoberfest
- langfuse
githubcreato 3 anni facrescita misurataApri fonte ↗
Installa git clone https://github.com/langfuse/langfuse-docs ~/.claude/skills/langfuse-docs
239stelle GitHub+3 (+1.3 %)
8
claude-code-karma
Skill
AttivoUltimo commit 3 giorni fa · 2026-08-30
Dashboard for monitoring claude code sessions.
PythonLicenza: Apache-2.0
- agents
- agentskills
- claude-code
- claude-code-plugin
- claude-code-skills
githubcreato 8 mesi facrescita misurataApri fonte ↗
Installa /plugin marketplace add JayantDevkar/claude-code-karma
323stelle GitHub+3 (+0.94 %)
9
claudestat
Skill
AttivoUltimo commit 3 giorni fa · 2026-08-30
Real-time execution trace and cost intelligence for Claude Code
TypeScriptLicenza: MIT
- agentic-workflow
- ai-productivity
- anthropic
- anthropic-claude
- claude
githubcreato 4 mesi facrescita misurataApri fonte ↗
Installa /plugin marketplace add DeibyGS/claudestat
34stelle GitHub+1 (+3.0 %)
10
cap-evolve
MCP
AttivoUltimo commit 6 giorni fa · 2026-08-27
Optimize any AI agent’s skills, tools/MCP, and prompts against your own evals.
PythonLicenza: Apache-2.0
- agent-optimization
- agent-skills
- agentic-ai
- ai-agents
- claude
githubcreato 2 mesi facrescita misurataApri fonte ↗
47stelle GitHub+1 (+2.2 %)
11
skill-kit
Skill
AttivoUltimo commit 2 giorni fa · 2026-08-31
local-first analytics for AI agent skills
TypeScript
- agent-skills
- analytics
- bun
- claude-code
- cli
githubcreato 6 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/crafter-station/skill-kit ~/.claude/skills/skill-kit
77stelle GitHub+1 (+1.3 %)
12
altk-evolve
MCP
AttivoUltimo commit 8 giorni fa · 2026-08-25
Self improving agents through iterations
PythonLicenza: Apache-2.0
- agent-learning
- agent-memory
- agentic-workflows
- ai-agents
- claude-code
githubcreato 8 mesi facrescita misurataApri fonte ↗
105stelle GitHub+1 (+0.96 %)
13
superlog
Altro
AttivoUltimo commit 3 giorni fa · 2026-08-30
Open-source observability tool that uses AI agents to self-heal your software
TypeScriptLicenza: Apache-2.0
- ai
- llm
- memory
- observability
- opentelemetry
githubcreato 3 mesi facrescita misurataApri fonte ↗
1 404stelle GitHub+2 (+0.14 %)
14
adlc-team-skills
Skill
AttivoUltimo commit 13 giorni fa · 2026-08-20
🐙 ADLC Team Skills — Agentic SDLC for Engineering Teams
ShellLicenza: MIT
- adr
- agent-skills
- agentic-sdlc
- ai-coding
- developer-tools
githubcreato 44 giorni facrescita misurataApri fonte ↗
Installa git clone https://github.com/tikalk/adlc-team-skills ~/.claude/skills/adlc-team-skills
132stelle GitHub+1 (+0.76 %)
15
Flawless
Altro
AttivoUltimo commit 19 giorni fa · 2026-08-14
AI SRE AgenticOps for Kubernetes and cloud infrastructure.
Python
- agenticops
- ai
- aiops
- aisre
- cloud
githubcreato 54 giorni facrescita misurataApri fonte ↗
782stelle GitHub+1 (+0.13 %)
16
aura
MCP
AttivoUltimo commit 1 giorno fa · 2026-09-02
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 AI to work safely on production infrastructure.
RustLicenza: Apache-2.0
- a2a
- ai-agent-framework
- ai-agents
- ai-sre
- aiops
githubcreato 6 mesi facrescita misurataApri fonte ↗
254stelle GitHub-3 (-1.2 %)
17
idun-agent-platform
Skill
AttivoUltimo commit 27 giorni fa · 2026-08-06
🟪 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, OpenTelemetry, OIDC. One pip install. Self-hosted, no vendor lock-in.
PythonLicenza: GPL-3.0
- a2a-protocol
- ag-ui-protocol
- agent-platform
- agentic-ai
- agents
githubcreato 15 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/Idun-Group/idun-agent-platform ~/.claude/skills/idun-agent-platform
198stelle GitHubstabile
18
suede-creator-skills
MCP
AttivoUltimo commit oggi · 2026-09-02
74 open-source Agent Skills for Claude Code and Codex: AI SEO, AEO and GEO, code review with an A-F ship grade, CI gates, AI evals, design systems, conversion copy, Instagram growth, iOS and Android app shipping, creator rights, and…
JavaScriptLicenza: MIT
- agent-orchestration
- agent-skill
- agent-skills
- ai-agents
- ai-coding
githubcreato 3 mesi facrescita misurataApri fonte ↗
129stelle GitHub-10 (-7.2 %)
19
langfuse-mcp
MCP
AttivoUltimo commit 7 giorni fa · 2026-08-26
A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability
PythonLicenza: MIT
- agent-skills
- ai-agents
- claude-code
- codex
- developer-tools
githubcreato 17 mesi facrescita misurataApri fonte ↗
105stelle GitHubstabile
20
AgentX-Python
Altro
AttivoUltimo commit 2 giorni fa · 2026-09-01
AgentX python SDK. Build multi-agent AI workforce. Run evaluation. Trace your agent. Full Observability.
PythonLicenza: Apache-2.0
- a2a
- agent
- agent-monitoring
- evaluation
- mcp
githubcreato 2 anni facrescita misurataApri fonte ↗
68stelle GitHubstabile
21
seo-skill-bench
Skill
AttivoUltimo commit 12 giorni fa · 2026-08-21
Open benchmark for Claude Code SEO skills — real headless execution against fixture sites with planted-defect answer keys. Deterministic scoring, pre-registered rubric.
JavaScriptLicenza: MIT
- aeo
- agent-skills
- ai
- ai-seo
- benchmark
githubcreato 2 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/aleclindz/seo-skill-bench ~/.claude/skills/seo-skill-bench
51stelle GitHub-5 (-8.9 %)
22
arize-skills
Skill
AttivoUltimo commit 5 giorni fa · 2026-08-28
Agent skills for Arize — datasets, experiments, and traces via the ax CLI
PythonLicenza: MIT
- agent-skills
- ai-agents
- ai-observability
- arize
- claude-code
githubcreato 6 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/Arize-ai/arize-skills ~/.claude/skills/arize-skills
47stelle GitHubstabile

Risorse didattiche e di riferimento

Classifica per crescita misurata e normalizzata tra le fonti. Queste risorse restano accessibili separatamente e non partecipano alla classifica principale.

1
awesome-llm-observability
Skill
AttivoUltimo commit 2 giorni fa · 2026-08-31Apri fonte ↗
50+ curated LLM observability tools PLUS 26 Agent Skills (several with runnable, unit-tested scripts) to build, evaluate, debug, secure & monitor reliable LLM apps. Tracing, evals, guardrails, LLMOps.
Python
- ai-agents
- ai-engineering
- ai-observability
- awesome
- awesome-list
github
Installa git clone https://github.com/ContextJet-ai/awesome-llm-observability ~/.claude/skills/awesome-llm-observability
attivo 2 giorni facreato 59 giorni faRisorsacrescita misurata
32stelle GitHub+2 (+6.7 %)
2
trigger_tree
Skill
AttivoUltimo commit 1 giorno fa · 2026-09-01Apri fonte ↗
Documentation-discovery telemetry for Claude Code — heat/cold maps, health grade, evidence-backed router fixes. 100% local, zero tokens. /tt
PythonLicenza: MIT
- ai-agents
- claude-code
- claude-code-plugin
- docs-as-code
- documentation
github
Installa /plugin marketplace add Hedde/trigger_tree
attivo 1 giorno facreato 47 giorni faRisorsacrescita misurata
14stelle GitHub+1 (+7.7 %)
3
awesome-agentic-devops
MCP
AttivoUltimo commit 1 giorno fa · 2026-09-01Apri fonte ↗
Curated + scored map of official MCP servers and agents for DevOps, Cloud, SRE, and Platform Engineering — every entry rated on production access, approval gates, and audit evidence.
PythonLicenza: MIT
- agent-skills
- agentic-ai
- agentic-devops
- ai-agents
- awesome
githubattivo 1 giorno facreato 2 mesi faRisorsacrescita misurata
77stelle GitHubstabile

Osservabilità LLM

Utilizzo

Attività

Ordina per

Classifica degli strumenti

bar-observatory

nora

opentelemetry-agent-skills

adl-cli

untell

kubeshark

langfuse-docs

claude-code-karma

claudestat

cap-evolve

skill-kit

altk-evolve

superlog

adlc-team-skills

Flawless

aura

idun-agent-platform

suede-creator-skills

langfuse-mcp

AgentX-Python

seo-skill-bench

arize-skills

Risorse didattiche e di riferimento

awesome-llm-observability

trigger_tree

awesome-agentic-devops