Le descrizioni degli strumenti sono in inglese.

Osservabilità LLM

Monitoraggio, tracce, valutazione e qualità delle applicazioni LLM.

Classifica degli strumenti

Classifica mista: la crescita misurata ha la precedenza. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

1
dsh-plugins
Agente
AttivoUltimo commit 5 giorni fa · 2026-08-29
Generic DeepSeek Harness (dsh) plugins: A2A protocol server, session storage mirror, and Langfuse observability.
TypeScriptLicenza: MIT
- agent2agent
- ai-agents
- cordis
- deepseek-harness
- dsh
githubcreato 16 giorni fanuovocrescita misurataApri fonte ↗
1stelle GitHubstabile
2
skill-eval-harness
Skill
AttivoUltimo commit 4 giorni fa · 2026-08-31
Agent Skill evaluation harness for paired variants, trace artifacts, and runner adapters
PythonLicenza: MIT
- agent-skills
- evals
- python
- skills
githubcreato 2 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/adewale/skill-eval-harness ~/.claude/skills/skill-eval-harness
73stelle GitHub+4 (+5.8 %)
3
AgentX-Python
Altro
AttivoUltimo commit 1 giorno fa · 2026-09-02
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
4
a2a-otel-kit
MCP
AttivoUltimo commit 23 giorni fa · 2026-08-11
Vendor-neutral OpenTelemetry tracing for A2A agents and MCP services, with W3C context propagation and privacy-safe telemetry.
PythonLicenza: MIT
- a2a
- agent2agent
- agentic-ai
- ai-agents
- clean-architecture
githubcreato 50 giorni facrescita misurataApri fonte ↗
1stelle GitHubstabile
5
seo-skill-bench
Skill
AttivoUltimo commit 13 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 %)
6
nora
MCP
AttivoUltimo commit 1 giorno fa · 2026-09-03
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+2 (+4.2 %)
7
claudestat
Skill
AttivoUltimo commit 2 giorni fa · 2026-09-02
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 GitHubstabile
8
tulip-agents
Agente
AttivoUltimo commit 8 giorni fa · 2026-08-26
The agent framework where the model never holds the trigger — every consequential action clears your policy first, waits for a human when it matters, and lands on a record you can verify. Build on it, or put it around the agent you already…
PythonLicenza: Apache-2.0
- a2a
- agent-framework
- ai-agents
- ai-governance
- ai-safety
githubcreato 2 mesi facrescita misurataApri fonte ↗
1stelle GitHubstabile
9
DeepSeek-Infra
Altro
AttivoUltimo commit 2 giorni fa · 2026-09-02
Local-first Agentic AI Infrastructure Platform with LLM Gateway, Agent DAG Runtime, MCP Tool Hub, A2A Agent Mesh, Local RAG, Tool Sandbox and Observability.
Python
- a2a
- agent-runtime
- ai-infra
- deepseek
- fastapi
githubcreato 3 mesi facrescita misurataApri fonte ↗
1stelle GitHubstabile
10
agentgateway
MCP
AttivoUltimo commit 2 giorni fa · 2026-09-01
AgentGateway — independent third-party profile of a public API surface, by API Evangelist. AgentGateway is an open-source, AI-native proxy and gateway for routing, observing, and governing traffic to and from AI agents, LLM providers, and…
- agent-to-agent
- ai-gateway
- api-gateway
- apis-json
- cncf
githubcreato 5 mesi facrescita misurataApri fonte ↗
0stelle GitHubstabile
11
bar-observatory
MCP
AttivoUltimo commit 7 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 22 giorni fanuovocrescita misurataApri fonte ↗
22stelle GitHub+2 (+10.0 %)
12
nudge
MCP
AttivoUltimo commit 13 giorni fa · 2026-08-21
A typed, replayable, budget-aware programming language for LLM agents. Compiles to Python & TypeScript.
Shell
- a2a
- agent-framework
- agentic-ai
- ai
- ai-agents
githubcreato 50 giorni facrescita misurataApri fonte ↗
2stelle GitHubstabile
13
untell
Altro
AttivoUltimo commit 1 giorno fa · 2026-09-03
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 GitHubstabile
14
supervisor-skill-claude
Skill
AttivoUltimo commit 20 giorni fa · 2026-08-14
Multi-agent quality gate skill for Claude Code that researches, reviews, tests and challenges AI-generated work before the final answer.
- agentic-coding
- agentic-workflow
- ai-agent-skills
- ai-code-review
- ai-workflows
githubcreato 20 giorni fanuovocrescita misurataApri fonte ↗
Installa git clone https://github.com/ma-nucho-pro/supervisor-skill-claude ~/.claude/skills/supervisor-skill-claude
2stelle GitHubstabile
15
rashomon
Skill
AttivoUltimo commit 4 giorni fa · 2026-08-30
Measure prompt and skill improvements with blind A/B comparison.
PythonLicenza: MIT
- agent-skills
- ai-tools
- claude-code
- claude-code-plugin
- claude-code-skill
githubcreato 7 mesi facrescita misurataApri fonte ↗
Installa /plugin marketplace add shinpr/rashomon
18stelle GitHubstabile
16
agent-stack
Skill
AttivoUltimo commit 2 giorni fa · 2026-09-01
Production patterns for agent orchestrators, harnesses, evals, MCP/A2A interoperability, memory, provider routing, and LLM usage metering.
PythonLicenza: MIT
- a2a
- agent-orchestration
- agent-skills
- ai-agents
- developer-tools
githubcreato 29 giorni fanuovocrescita misurataApri fonte ↗
Installa git clone https://github.com/ssheleg/agent-stack ~/.claude/skills/agent-stack
2stelle GitHub+1 (+100.0 %)
17
deslop-GPT
Skill
AttivoUltimo commit 1 giorno fa · 2026-09-03
Deletion-first Agent Skill for removing test bloat, verification theater, and speculative fallbacks while preserving behavior.
PythonLicenza: MIT
- agent-skills
- claude
- claude-ai
- claude-code
- claude-skills
githubcreato 11 giorni fanuovocrescita misurataApri fonte ↗
Installa git clone https://github.com/MrZoyo/deslop-GPT ~/.claude/skills/deslop-GPT
76stelle GitHub+48 (+171.4 %)
18
mini-program-engineering-skill-suite
Skill
AttivoUltimo commit 3 giorni fa · 2026-09-01
Mini Program Engineering Skill Suite is an Agent Skill suite for evidence‑first mini‑program development. It helps agents bring WeChat or other mini‑program projects from vague intent to reliable engineering work: project intake, product…
PythonLicenza: MIT
- agent-skills
- ai-agents
- alipay
- ci-cd
- claude-code
githubcreato 22 giorni fanuovocrescita misurataApri fonte ↗
Installa git clone https://github.com/NocodeMrLi/mini-program-engineering-skill-suite ~/.claude/skills/mini-program-engineering-skill-suite
43stelle GitHub+4 (+10.3 %)
19
agent-skills-platform
Skill
AttivoUltimo commit 1 giorno fa · 2026-09-03
Build tested agent skills and govern their lifecycle through a user-defined marketplace: evidence, discovery, updates, rollback, quarantine, and 17-platform distribution.
PythonLicenza: MIT
- agent-skills
- ai-agents
- claude-code
- codex
- cursor
githubcreato 10 mesi famomentum stimatoApri fonte ↗
Installa git clone https://github.com/FrancyJGLisboa/agent-skills-platform ~/.claude/skills/agent-skills-platform
2 376stelle GitHub—
20
superlog
Altro
AttivoUltimo commit 5 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+1 (+0.07 %)

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
trigger_tree
Skill
AttivoUltimo commit 3 giorni 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 3 giorni facreato 49 giorni faRisorsacrescita misurata
14stelle GitHub+1 (+7.7 %)
2
awesome-agentic-devops
MCP
AttivoUltimo commit 1 giorno fa · 2026-09-03Apri 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
3
awesome-llm-observability
Skill
AttivoUltimo commit 4 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 4 giorni facreato 2 mesi faRisorsacrescita misurata
33stelle GitHub+3 (+10.0 %)
4
Agentic_AI_Engineer
Agente
AttivoUltimo commit 3 giorni fa · 2026-09-01Apri fonte ↗
My complete journey to becoming an Agentic AI Engineer through structured learning, projects, experiments, and production-ready implementations of modern AI systems.
Jupyter NotebookLicenza: MIT
- a2a-protocol
- agent-orchestration
- ai-guardrails
- fastapi
- kubernetes
githubattivo 3 giorni facreato 40 giorni faRisorsacrescita misurata
18stelle GitHubstabile

Osservabilità LLM

Utilizzo

Attività

Ordina per

Classifica degli strumenti

dsh-plugins

skill-eval-harness

AgentX-Python

a2a-otel-kit

seo-skill-bench

nora

claudestat

tulip-agents

DeepSeek-Infra

agentgateway

bar-observatory

nudge

untell

supervisor-skill-claude

rashomon

agent-stack

deslop-GPT

mini-program-engineering-skill-suite

agent-skills-platform

superlog

Risorse didattiche e di riferimento

trigger_tree

awesome-agentic-devops

awesome-llm-observability

Agentic_AI_Engineer