Le descrizioni degli strumenti sono in inglese.

Osservabilità LLM

Monitoraggio, tracce, valutazione e qualità delle applicazioni LLM.

116

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
DeepSeek-Infra
Altro
AttivoUltimo commit 3 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
2
sre-on-call
Agente
AttivoUltimo commit 2 mesi fa · 2026-06-20
Multi-agent SRE on-call investigator that auto-triages Slack/Discord infrastructure alerts via AWS Bedrock AgentCore, fanning out to specialized agents (CloudWatch, EKS, Slack/Discord scanners) for parallel investigation.
Python
- a2a-protocol
- anthropic
- aws-bedrock
- aws-lambda
- bedrock-agentcore
githubcreato 3 mesi facrescita misurataApri fonte ↗
3stelle GitHubstabile
3
AI Guardian
MCP
AttivoUltimo commit 3 giorni fa · 2026-09-02
Governed local-LLM observability: model policy, prompt scanner, capture proxy, 21 tools.
PythonLicenza: MIT
mcpcreato 55 giorni facrescita misurataApri fonte ↗
Installa claude mcp add ai-guardian -- uvx ai-guardian-aiops
0stelle GitHubstabile
4
pyxen
Agente
AttivoUltimo commit 2 mesi fa · 2026-06-28
A lightweight Python library that decouples agentic runtime from applications it builds
PythonLicenza: MIT
- a2a
- agent-runtime
- agents
- observability
- portability
githubcreato 2 mesi facrescita misurataApri fonte ↗
1stelle GitHubstabile
5
sample-agentcore-enterprise-platform
Agente
AttivoUltimo commit 1 giorno fa · 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 25 giorni fanuovocrescita misurataApri fonte ↗
6stelle GitHub+1 (+20.0 %)
6
agentic-engineering-marketplace
Skill
AttivoUltimo commit 38 giorni fa · 2026-07-29
Claude Code plugin marketplace — agentic-engineering (spec-driven shape→decide→execute→measure→eval with adversarial review) + github-keeper (audit/elevate READMEs and make a repo open-source-ready).
PythonLicenza: MIT
- adr
- agentic-engineering
- ai-agents
- anthropic
- claude-code
githubcreato 2 mesi facrescita misurataApri fonte ↗
Installa /plugin marketplace add GiustoPiedimonte/agentic-engineering-marketplace
13stelle GitHubstabile
7
altk-evolve
MCP
AttivoUltimo commit 3 giorni 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 ↗
104stelle GitHubstabile
8
rashomon
Skill
AttivoUltimo commit 5 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
9
shokunin-review
Altro
AttivoUltimo commit 2 mesi fa · 2026-06-25
Terminal-first validation harness for reviewing PRDs, RFCs, strategy docs, and experiment plans.
TypeScript
- ai-agents
- claude-code
- claude-code-skills
- cli
- evals
githubcreato 2 mesi facrescita misurataApri fonte ↗
1stelle GitHubstabile
10
primal-core
Agente
DormienteUltimo commit 3 mesi fa · 2026-05-18
The reliability and interoperability layer for AI agents. A2A-native. MCP-bridged.
PythonLicenza: Apache-2.0
- a2a
- agent-framework
- agents
- ai
- ai-safety
githubcreato 3 mesi facrescita misurataApri fonte ↗
1stelle GitHubstabile
11
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 51 giorni facrescita misurataApri fonte ↗
2stelle GitHubstabile
12
craft-skills
Skill
AttivoUltimo commit 1 giorno fa · 2026-09-04
Research-backed, eval-driven skills for AI agents
PythonLicenza: Apache-2.0
- agent-skills
- ai-agents
- codex
- design
- evals
githubcreato 33 giorni facrescita misurataApri fonte ↗
Installa git clone https://github.com/ZSeven-W/craft-skills ~/.claude/skills/craft-skills
145stelle GitHub+9 (+6.6 %)
13
langfuse-docs
Skill
AttivoUltimo commit oggi · 2026-09-05
🪢 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
240stelle GitHub+4 (+1.7 %)
14
eval-layer
Altro
DormienteUltimo commit 4 mesi fa · 2026-04-29
A Claude Code skill that adds a rubric-based eval layer to any agent project. Framework-agnostic — generates rubric, test cases, judge prompt, and harness. Returns a weighted score plus a judge-leniency signal.
HTML
- agent-evaluation
- anthropic
- claude-code
- claude-code-skill
- evals
githubcreato 4 mesi facrescita misurataApri fonte ↗
13stelle GitHubstabile
15
evoagent-os
Agente
AttivoUltimo commit 26 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 26 giorni fanuovocrescita misurataApri fonte ↗
0stelle GitHubstabile
16
dynatrace-for-ai
Skill
AttivoUltimo commit 5 giorni fa · 2026-08-31
Skills, prompts, and instructions for building AI agents on top of Dynatrace production context
JavaScriptLicenza: Apache-2.0
- agent-skills
- ai-agents
- claude-code
- devops
- dql
githubcreato 5 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/Dynatrace/dynatrace-for-ai ~/.claude/skills/dynatrace-for-ai
135stelle GitHub+4 (+3.1 %)
17
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 5 mesi facrescita misurataApri fonte ↗
7stelle GitHubstabile
18
homestream
Altro
AttivoUltimo commit 53 giorni fa · 2026-07-14
🔑 HomeStream · 家园·流 — 零成本自托管多Agent协作框架，通往AI世界的那把钥匙 | Zero-cost self-hosted multi-agent framework — The key to AI world
PythonLicenza: MIT
- a2a-protocol
- agent-framework
- ai
- causal-memory
- event-stream
githubcreato 57 giorni facrescita misurataApri fonte ↗
0stelle GitHubstabile
19
adl-cli
Altro
AttivoUltimo commit 1 giorno fa · 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 %)
20
SkillCorpus
Skill
AttivoUltimo commit 3 giorni fa · 2026-09-02
Open-source infrastructure that turns scattered SKILL.md files into curated, retrieval-ready agent-skill corpora—with retrieval and evaluation tooling included.
PythonLicenza: Apache-2.0
- agent-memory
- agent-skills
- ai-agents
- benchmark
- dataset
githubcreato 25 giorni fanuovocrescita misurataApri fonte ↗
Installa git clone https://github.com/EverMind-AI/SkillCorpus ~/.claude/skills/SkillCorpus
525stelle GitHub+199 (+61.0 %)
21
suede-creator-skills
MCP
AttivoUltimo commit oggi · 2026-09-05
74 open-source Agent Skills for Claude Code and Codex: AI SEO, AEO and GEO, code review with an A-F ship grade, CI gates, AI evals, design systems, conversion copy, Instagram growth, iOS and Android app shipping, creator rights, and…
JavaScriptLicenza: MIT
- agent-orchestration
- agent-skill
- agent-skills
- ai-agents
- ai-coding
githubcreato 3 mesi facrescita misurataApri fonte ↗
129stelle GitHub-4 (-3.0 %)
22
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 35 giorni facrescita misurataApri fonte ↗
Installa /plugin marketplace add stefanobaghino/simple-output-styles
16stelle GitHubstabile
23
agent-mmm
Skill
AttivoUltimo commit 2 giorni 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
24
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
25
adlc-team-skills
Skill
AttivoUltimo commit 2 giorni fa · 2026-09-03
🐙 ADLC Team Skills — Agentic SDLC for Engineering Teams
ShellLicenza: MIT
- adr
- agent-skills
- agentic-sdlc
- ai-coding
- developer-tools
githubcreato 46 giorni facrescita misurataApri fonte ↗
Installa git clone https://github.com/tikalk/adlc-team-skills ~/.claude/skills/adlc-team-skills
132stelle GitHub+1 (+0.76 %)

Osservabilità LLM

Utilizzo

Attività

Ordina per

Classifica degli strumenti

DeepSeek-Infra

sre-on-call

AI Guardian

pyxen

sample-agentcore-enterprise-platform

agentic-engineering-marketplace

altk-evolve

rashomon

shokunin-review

primal-core

nudge

craft-skills

langfuse-docs

eval-layer

evoagent-os

dynatrace-for-ai

memroos

homestream

adl-cli

SkillCorpus

suede-creator-skills

simple-output-styles

agent-mmm

tulip-agents

adlc-team-skills