Le descrizioni degli strumenti sono in inglese.

Osservabilità LLM

Monitoraggio, tracce, valutazione e qualità delle applicazioni LLM.

Classifica degli strumenti

Ranked by creation date, newest first; undated entries come last. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

1
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 %)
2
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 %)
3
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
4
claude-code-karma
Skill
AttivoUltimo commit 4 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 %)
5
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 %)
6
agent-skill-creator
Skill
AttivoUltimo commit 2 giorni fa · 2026-09-01
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 facrescita misurataApri fonte ↗
Installa git clone https://github.com/FrancyJGLisboa/agent-skill-creator ~/.claude/skills/agent-skill-creator
2 367stelle GitHub+28 (+1.2 %)
7
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 %)
8
agent-kernel
Agente
AttivoUltimo commit 1 giorno fa · 2026-09-01
The Operating System for Scalable Enterprise AI Agents - Run, orchestrate, and deploy Compliant Enterprise AI Agents at scale across frameworks, without lock-in, rewrites or fragile glue code. Native support for MCP, A2A. Interface with all…
PythonLicenza: Apache-2.0
- a2a
- adk
- ai-agents
- aws
- azure
githubcreato 13 mesi facrescita misurataApri fonte ↗
156stelle GitHub+19 (+13.9 %)
9
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 GitHub-1 (-0.50 %)
10
trpc-agent-go
MCP
AttivoUltimo commit 1 giorno fa · 2026-09-01
A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability.
GoLicenza: Apache-2.0
- a2a
- a2a-protocol
- ag-ui
- agent
- agent-framework
githubcreato 15 mesi facrescita misurataApri fonte ↗
1 759stelle GitHub+18 (+1.0 %)
11
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
12
mastra
Altro
AttivoUltimo commit oggi · 2026-09-03
Mastra is the modern TypeScript framework for AI-powered applications and agents.
TypeScript
- agents
- ai
- chatbots
- evals
- javascript
githubcreato 2 anni facrescita misurataApri fonte ↗
27 658stelle GitHub+128 (+0.46 %)
13
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
14
openstatus
MCP
AttivoUltimo commit oggi · 2026-09-02
🫖 Status page with uptime monitoring & API monitoring as code 🫖
TypeScriptLicenza: AGPL-3.0
- alerting
- incident-management
- mcp
- mcp-server
- monitoring
githubcreato 3 anni facrescita misurataApri fonte ↗
9 056stelle GitHub+31 (+0.34 %)
15
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 %)
16
garak
Altro
AttivoUltimo commit 8 giorni fa · 2026-08-25
the LLM vulnerability scanner
PythonLicenza: Apache-2.0
- ai
- llm-evaluation
- llm-security
- security-scanners
- vulnerability-assessment
githubcreato 3 anni facrescita misurataApri fonte ↗
9 079stelle GitHub+31 (+0.34 %)
17
promptfoo
Altro
AttivoUltimo commit oggi · 2026-09-03
Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI…
TypeScriptLicenza: MIT
- ci
- ci-cd
- cicd
- evaluation
- evaluation-framework
githubcreato 3 anni facrescita misurataApri fonte ↗
24 768stelle GitHub+142 (+0.58 %)
18
openobserve
Altro
AttivoUltimo commit oggi · 2026-09-03
Open source observability platform for logs, metrics, traces, frontend monitoring, pipelines and LLM observability. A sophisticated, simple and highly performant alternative to Datadog, Splunk, and Elasticsearch with 140x lower storage…
TypeScriptLicenza: AGPL-3.0
- analytics
- apm
- datadog
- elasticsearch
- grafana
githubcreato 3 anni facrescita misurataApri fonte ↗
21 615stelle GitHub+96 (+0.45 %)
19
kubeshark
Agente
AttivoUltimo commit 2 giorni 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 068stelle GitHub+8 (+0.07 %)
20
signoz
Altro
AttivoUltimo commit oggi · 2026-09-03
SigNoz is an open-source, OpenTelemetry-native observability platform for your team and their AI agents. Get logs, metrics, and traces in one tool with features like APM, distributed tracing, log management, infra monitoring, etc. Combined…
TypeScript
- apm
- application-monitoring
- distributed-tracing
- go
- good-first-issue
githubcreato 5 anni facrescita misurataApri fonte ↗
32 003stelle GitHub+50 (+0.16 %)
21
vector
Altro
AttivoUltimo commit oggi · 2026-09-03
A high-performance observability data pipeline.
RustLicenza: MPL-2.0
- agent
- cloud-native
- data-transformation
- datadog
- etl
githubcreato 8 anni facrescita misurataApri fonte ↗
22 509stelle GitHub+40 (+0.18 %)
22
prefect
Libreria
AttivoUltimo commit oggi · 2026-09-03
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
PythonLicenza: Apache-2.0
- automation
- data
- data-engineering
- data-ops
- data-science
githubcreato 8 anni facrescita misurataApri fonte ↗
23 766stelle GitHub+66 (+0.28 %)
23
mlflow
Agente
AttivoUltimo commit oggi · 2026-09-02
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models…
PythonLicenza: Apache-2.0
- agentops
- agents
- ai
- ai-governance
- apache-spark
githubcreato 8 anni facrescita misurataApri fonte ↗
27 783stelle GitHub+82 (+0.30 %)
24
cilium
Altro
AttivoUltimo commit oggi · 2026-09-03
eBPF-based Networking, Security, and Observability
GoLicenza: Apache-2.0
- bpf
- cncf
- cni
- containers
- ebpf
githubcreato 10 anni facrescita misurataApri fonte ↗
25 047stelle GitHub+29 (+0.12 %)
25
netdata
Altro
AttivoUltimo commit oggi · 2026-09-03
The fastest path to AI-powered full stack observability, even for lean teams.
GoLicenza: GPL-3.0
- ai
- alerting
- cncf
- data-visualization
- database
githubcreato 13 anni facrescita misurataApri fonte ↗
80 412stelle GitHub+85 (+0.11 %)

Osservabilità LLM

Utilizzo

Attività

Ordina per

Classifica degli strumenti

aura

skill-kit

rashomon

claude-code-karma

altk-evolve

agent-skill-creator

adl-cli

agent-kernel

idun-agent-platform

trpc-agent-go

langfuse-mcp

mastra

AgentX-Python

openstatus

langfuse-docs

garak

promptfoo

openobserve

kubeshark

signoz

vector

prefect

mlflow

cilium

netdata