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
rashomon
Skill
AttivoUltimo commit 3 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
2
simple-output-styles
Skill
AttivoUltimo commit 1 giorno fa · 2026-09-02
Make Claude write clearly, for everyone.
PythonLicenza: 0BSD
- claude-code
- claude-code-plugin
- controlled-language
- llm-evaluation
- output-style
githubcreato 32 giorni facrescita misurataApri fonte ↗
Installa /plugin marketplace add stefanobaghino/simple-output-styles
16stelle GitHubstabile
3
io.github.spanlens/mcp-server
MCP
AttivoUltimo commit 9 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 10 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 14 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 · 2026-09-01
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
axiom
Skill
AttivoUltimo commit 2 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 2 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/netopsengineer/axiom ~/.claude/skills/axiom
5stelle GitHubstabile
8
Agent-Reliability-and-Evaluation-Lab
MCP
AttivoUltimo commit 12 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 15 giorni fanuovocrescita misurataApri fonte ↗
3stelle GitHubstabile
9
supervisor-skill-claude
Skill
AttivoUltimo commit 19 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 19 giorni fanuovocrescita misurataApri fonte ↗
Installa git clone https://github.com/ma-nucho-pro/supervisor-skill-claude ~/.claude/skills/supervisor-skill-claude
2stelle GitHubstabile
10
nudge
MCP
AttivoUltimo commit 12 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 48 giorni facrescita misurataApri fonte ↗
2stelle GitHubstabile
11
DeepSeek-Infra
Altro
AttivoUltimo commit 1 giorno 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
12
a2a-otel-kit
MCP
AttivoUltimo commit 22 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 48 giorni facrescita misurataApri fonte ↗
1stelle GitHubstabile
13
headsup
Skill
AttivoUltimo commit 15 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
14
tulip-agents
Agente
AttivoUltimo commit 7 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
15
dsh-plugins
Agente
AttivoUltimo commit 4 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 14 giorni fanuovocrescita misurataApri fonte ↗
1stelle GitHubstabile
16
boundary-bench
Agente
AttivoUltimo commit 7 giorni fa · 2026-08-26
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 43 giorni facrescita misurataApri fonte ↗
1stelle GitHubstabile
17
multi-agent-credit-desk
MCP
AttivoUltimo commit 24 giorni fa · 2026-08-09
Architecture-first Python scaffold for an auditable multi-agent corporate credit desk using A2A, MCP, deterministic credit policies, model routing, and OpenTelemetry.
Python
- a2a-protocol
- agentic-ai
- auditability
- clean-architecture
- credit-risk
githubcreato 49 giorni facrescita misurataApri fonte ↗
0stelle GitHubstabile
18
AgentStack
Agente
AttivoUltimo commit 1 giorno fa · 2026-09-01
Provide clear documentation for AgentStack’s MCP protocol, plugins, and ecosystem API with usage examples and tool references.
- a2a
- anthropic
- claude-code
- crewai
- deep-learning
githubcreato 5 mesi facrescita misurataApri fonte ↗
0stelle GitHubstabile
19
agentgateway
MCP
AttivoUltimo commit 1 giorno 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
20
evoagent-os
Agente
AttivoUltimo commit 23 giorni fa · 2026-08-10
Local-first control plane for durable, governed agent teams: DAG orchestration, approvals, memory, signed skills, trace contracts, and realtime.
PythonLicenza: Apache-2.0
- a2a-protocol
- agentic-ai
- ai-agents
- fastapi
- llmops
githubcreato 24 giorni fanuovocrescita misurataApri fonte ↗
0stelle GitHubstabile
21
AI Guardian
MCP
AttivoUltimo commit 7 giorni fa · 2026-08-26
Governed local-LLM observability: model policy, prompt scanner, capture proxy, 21 tools.
PythonLicenza: MIT
mcpcreato 52 giorni facrescita misurataApri fonte ↗
Installa claude mcp add ai-guardian -- uvx ai-guardian-aiops
0stelle GitHubstabile
22
CodeFlow
Agente
AttivoUltimo commit 5 giorni fa · 2026-08-28
面向长程研发任务的 Java Agent Harness，支持 A2A 跨语言协作、可恢复执行、上下文工程与 Eval 驱动开发。
JavaLicenza: Apache-2.0
- a2a
- agentic-ai
- ai-agents
- developer-tools
- evals
githubcreato 7 giorni fanuovocrescita misurataApri fonte ↗
0stelle GitHubstabile
23
VeriRun
Altro
AttivoUltimo commit 3 giorni fa · 2026-08-30
Evidence-first infrastructure for reproducible, isolated executable evaluation and online rewards.
PythonLicenza: Apache-2.0
- benchmark
- kubernetes
- llm-evaluation
- llm-infrastructure
- ray
githubcreato 42 giorni famomentum stimatoApri fonte ↗
116stelle GitHub—

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
Agentic_AI_Engineer
Agente
AttivoUltimo commit 1 giorno 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 1 giorno facreato 38 giorni faRisorsacrescita misurata
18stelle GitHubstabile

Osservabilità LLM

Utilizzo

Attività

Ordina per

Classifica degli strumenti

rashomon

simple-output-styles

io.github.spanlens/mcp-server

galdor

anchor

memroos

axiom

Agent-Reliability-and-Evaluation-Lab

supervisor-skill-claude

nudge

DeepSeek-Infra

a2a-otel-kit

headsup

tulip-agents

dsh-plugins

boundary-bench

multi-agent-credit-desk

AgentStack

agentgateway

evoagent-os

AI Guardian

CodeFlow

VeriRun

Risorse didattiche e di riferimento

Agentic_AI_Engineer