Le descrizioni degli strumenti sono in inglese.

Osservabilità LLM

Monitoraggio, tracce, valutazione e qualità delle applicazioni LLM.

Classifica degli strumenti

Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

1
simple-output-styles
Skill
AttivoUltimo commit oggi · 2026-09-05
Make Claude write clearly, for everyone.
PythonLicenza: 0BSD
- claude-code
- claude-code-plugin
- controlled-language
- llm-evaluation
- output-style
githubcreato 34 giorni facrescita misurataApri fonte ↗
Installa /plugin marketplace add stefanobaghino/simple-output-styles
16stelle GitHubstabile
2
adl-cli
Altro
AttivoUltimo commit oggi · 2026-09-04
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 %)
3
io.github.spanlens/mcp-server
MCP
AttivoUltimo commit 12 giorni fa · 2026-08-24
Query Spanlens LLM observability from Cursor, Claude Desktop, or Continue via MCP.
↓ 32 download/settimanaTypeScriptLicenza: MIT
mcpcreato 4 mesi facrescita misurataApri fonte ↗
Installa claude mcp add mcp-server -- npx @spanlens/mcp-server
12stelle GitHubstabile
4
galdor
Altro
AttivoUltimo commit 12 giorni fa · 2026-08-24
A Go-native framework for LLM agents, with OpenTelemetry observability built in.
GoLicenza: Apache-2.0
- a2a
- agents
- ai
- anthropic
- bedrock
githubcreato 3 mesi facrescita misurataApri fonte ↗
10stelle GitHubstabile
5
anchor
Skill
AttivoUltimo commit 16 giorni fa · 2026-08-20
Anchor — the production-grade AGENTS.md template for AI coding agents. 51 sections of battle-tested rules. Keep your agents grounded.
Licenza: MIT
- agent-instructions
- agents-md
- ai-agent-instructions
- ai-coding
- ai-coding-agent
githubcreato 3 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/peva3/anchor ~/.claude/skills/anchor
8stelle GitHubstabile
6
memroos
Agente
AttivoUltimo commit 1 giorno fa · 2026-09-04
MemroOS / memroos: memory OS and governance layer for AI agents, agent workflows, dispatch, proof, and context continuity.
TypeScript
- a2a
- agent-governance
- agent-memory
- agent-orchestration
- agent-workflows
githubcreato 4 mesi facrescita misurataApri fonte ↗
7stelle GitHubstabile
7
sample-agentcore-enterprise-platform
Agente
AttivoUltimo commit oggi · 2026-09-04
Amazon Bedrock AgentCore enterprise platform accelerator with AWS CDK, Terraform organization guardrails, MCP/A2A agents, security, memory, and observability.
PythonLicenza: Apache-2.0
- a2a-protocol
- agentcore
- agentcore-agent
- agentcore-gateway
- agentcore-identity
githubcreato 24 giorni fanuovocrescita misurataApri fonte ↗
6stelle GitHub+1 (+20.0 %)
8
axiom
Skill
AttivoUltimo commit 4 giorni fa · 2026-08-31
Axiom is a curated marketplace of shared plugins for Claude Code and Codex.
PythonLicenza: MIT
- agent-skills
- anthropic
- claude
- claude-code
- claude-code-marketplace
githubcreato 3 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/netopsengineer/axiom ~/.claude/skills/axiom
5stelle GitHubstabile
9
agent-mmm
Skill
AttivoUltimo commit 1 giorno fa · 2026-09-03
Marketing Mix Model expert agent plugin for Claude Code - pymc-marketing v0.18.2+
Python
- claude-code-agent
- claude-code-plugin
- claude-code-skill
- data-analysis
- data-analytics
githubcreato 5 mesi facrescita misurataApri fonte ↗
Installa /plugin marketplace add Yakoub-ai/agent-mmm
4stelle GitHubstabile
10
Agent-Reliability-and-Evaluation-Lab
MCP
AttivoUltimo commit 15 giorni fa · 2026-08-21
Production reliability, benchmarking, and evaluation layer for MCP agent runtimes — protocol negotiation, A2A interop, circuit breakers, connection pooling, adaptive streaming, and autoscaling, with measured throughput/latency and a…
PythonLicenza: Apache-2.0
- a2a-protocol
- agent-to-agent
- ai-agents
- async-python
- autoscaling
githubcreato 17 giorni fanuovocrescita misurataApri fonte ↗
3stelle GitHubstabile
11
supervisor-skill-claude
Skill
AttivoUltimo commit 21 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 21 giorni fanuovocrescita misurataApri fonte ↗
Installa git clone https://github.com/ma-nucho-pro/supervisor-skill-claude ~/.claude/skills/supervisor-skill-claude
2stelle GitHubstabile
12
agent-stack
Skill
AttivoUltimo commit 3 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 %)
13
nudge
MCP
AttivoUltimo commit 14 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
14
skill-evaluation-graph
Skill
AttivoUltimo commit oggi · 2026-09-04
Description Evidence-driven evaluation, benchmarking, and verified repair for Agent Skills across Codex, Claude Code, Gemini CLI, and Antigravity.
PythonLicenza: MIT
- agent-skills
- agentic-ai
- ai-agents
- ai-evaluation
- ai-safety
githubcreato ogginuovomomentum stimatoApri fonte ↗
Installa git clone https://github.com/MaxLaurieHutchinson/skill-evaluation-graph ~/.claude/skills/skill-evaluation-graph
2stelle GitHub—
15
verdict-contract
Skill
AttivoUltimo commit 5 giorni fa · 2026-08-30
Your LLM reviewer said APPROVE. Did it? A structured verdict contract: prompt rule + parser + exit-code gate in one stdlib file, with the 42 counterexamples that forced every line. Free, MIT.
PythonLicenza: MIT
- agent-skills
- ai-agents
- ci
- claude-code
- claude-code-skills
githubcreato 31 giorni famomentum stimatoApri fonte ↗
Installa git clone https://github.com/tonydzi/verdict-contract ~/.claude/skills/verdict-contract
2stelle GitHub—
16
a2a-otel-kit
MCP
AttivoUltimo commit 24 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
17
tulip-agents
Agente
AttivoUltimo commit 9 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
18
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
19
dsh-plugins
Agente
AttivoUltimo commit oggi · 2026-09-05
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
20
boundary-bench
Agente
AttivoUltimo commit 2 giorni fa · 2026-09-02
Deterministic crash tests for agent control planes: paired worlds, hard stops, budgets, scopes, approvals, and hash-linked receipts.
TypeScriptLicenza: Apache-2.0
- a2a
- agent-evaluation
- ai-agents
- benchmark
- deterministic-replay
githubcreato 45 giorni facrescita misurataApri fonte ↗
1stelle GitHubstabile
21
sc-prism-releases
Skill
AttivoUltimo commit 1 giorno fa · 2026-09-03
Run many AIs on one board and keep control of all of it. Deterministic code decides who acts — never a model. A privacy floor keeps sensitive work on your machine, your own tests decide what counts as done, and every action lands on a…
- a2a
- agent-orchestration
- agent-skills
- ai-agents
- ai-governance
githubcreato 2 giorni fanuovocrescita misurataApri fonte ↗
Installa git clone https://github.com/sandhusukhdeep2/sc-prism-releases ~/.claude/skills/sc-prism-releases
1stelle GitHubstabile
22
headsup
Skill
AttivoUltimo commit 17 giorni fa · 2026-08-18
Glanceable Claude Code and Codex state in your terminal tabs: white=idle, blue=working, orange=waiting. Multi-terminal (iTerm2, WezTerm, AI Power Term), a live status bar with Anthropic usage limits, /sfl and /nil window save-and-restore,…
ShellLicenza: MIT
- ai-workflow-observability
- claude-code
- claude-code-hooks
- claude-code-skill
- claude-code-skills
githubcreato 3 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/wasulajr/headsup ~/.claude/skills/headsup
1stelle GitHubstabile
23
AI Guardian
MCP
AttivoUltimo commit 2 giorni fa · 2026-09-02
Governed local-LLM observability: model policy, prompt scanner, capture proxy, 21 tools.
PythonLicenza: MIT
mcpcreato 54 giorni facrescita misurataApri fonte ↗
Installa claude mcp add ai-guardian -- uvx ai-guardian-aiops
0stelle GitHubstabile
24
agentgateway
MCP
AttivoUltimo commit oggi · 2026-09-04
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

Risorse didattiche e di riferimento

Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories. 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 GitHubstabile

Osservabilità LLM

Utilizzo

Attività

Ordina per

Classifica degli strumenti

simple-output-styles

adl-cli

io.github.spanlens/mcp-server

galdor

anchor

memroos

sample-agentcore-enterprise-platform

axiom

agent-mmm

Agent-Reliability-and-Evaluation-Lab

supervisor-skill-claude

agent-stack

nudge

skill-evaluation-graph

verdict-contract

a2a-otel-kit

tulip-agents

DeepSeek-Infra

dsh-plugins

boundary-bench

sc-prism-releases

headsup

AI Guardian

agentgateway

Risorse didattiche e di riferimento

trigger_tree