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
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 %)
2
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 %)
3
langfuse-docs
Skill
AttivoUltimo commit oggi · 2026-09-04
🪢 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 %)
4
sample-agentcore-enterprise-platform
Agente
AttivoUltimo commit 2 giorni fa · 2026-09-01
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 23 giorni fanuovocrescita misurataApri fonte ↗
6stelle GitHub+2 (+50.0 %)
5
claude-code-karma
Skill
AttivoUltimo commit 5 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+2 (+0.62 %)
6
com.pulsemcp/langfuse
MCP
AttivoUltimo commit 4 giorni fa · 2026-08-30
MCP server for Langfuse LLM observability — trace and observation analysis.
TypeScriptLicenza: MIT
mcpcreato 15 mesi facrescita misurataApri fonte ↗
Installa claude mcp add langfuse -- npx langfuse-observability-mcp-server
80stelle GitHub+2 (+2.6 %)
7
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 %)
8
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 %)
9
Flawless
Altro
AttivoUltimo commit 21 giorni fa · 2026-08-14
AI SRE AgenticOps for Kubernetes and cloud infrastructure.
Python
- agenticops
- ai
- aiops
- aisre
- cloud
githubcreato 56 giorni facrescita misurataApri fonte ↗
782stelle GitHub+1 (+0.13 %)
10
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 %)
11
adlc-team-skills
Skill
AttivoUltimo commit oggi · 2026-09-03
🐙 ADLC Team Skills — Agentic SDLC for Engineering Teams
ShellLicenza: MIT
- adr
- agent-skills
- agentic-sdlc
- ai-coding
- developer-tools
githubcreato 45 giorni facrescita misurataApri fonte ↗
Installa git clone https://github.com/tikalk/adlc-team-skills ~/.claude/skills/adlc-team-skills
132stelle GitHub+1 (+0.76 %)
12
altk-evolve
MCP
AttivoUltimo commit 1 giorno fa · 2026-09-02
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
opentelemetry-agent-skills
Skill
AttivoUltimo commit oggi · 2026-09-03
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+1 (+1.0 %)
14
skill-kit
Skill
AttivoUltimo commit 3 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 %)
15
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 28 giorni fanuovocrescita misurataApri fonte ↗
Installa git clone https://github.com/ssheleg/agent-stack ~/.claude/skills/agent-stack
2stelle GitHub+1 (+100.0 %)
16
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 %)
17
simple-output-styles
Skill
AttivoUltimo commit 2 giorni fa · 2026-09-02
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
18
CodeFlow
Agente
AttivoUltimo commit 1 giorno fa · 2026-09-03
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 8 giorni fanuovocrescita misurataApri fonte ↗
0stelle GitHubstabile
19
Agent-Reliability-and-Evaluation-Lab
MCP
AttivoUltimo commit 14 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 16 giorni fanuovocrescita misurataApri fonte ↗
3stelle GitHubstabile
20
axiom
Skill
AttivoUltimo commit 3 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
21
io.github.spanlens/mcp-server
MCP
AttivoUltimo commit 11 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
22
AgentStack
Agente
AttivoUltimo commit oggi · 2026-09-04
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
23
memroos
Agente
AttivoUltimo commit oggi · 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

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 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 %)
2
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 %)

Osservabilità LLM

Utilizzo

Attività

Ordina per

Classifica degli strumenti

skill-eval-harness

mini-program-engineering-skill-suite

langfuse-docs

sample-agentcore-enterprise-platform

claude-code-karma

com.pulsemcp/langfuse

nora

bar-observatory

Flawless

adl-cli

adlc-team-skills

altk-evolve

opentelemetry-agent-skills

skill-kit

agent-stack

superlog

simple-output-styles

CodeFlow

Agent-Reliability-and-Evaluation-Lab

axiom

io.github.spanlens/mcp-server

AgentStack

memroos

Risorse didattiche e di riferimento

awesome-llm-observability

trigger_tree