Osservabilità 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. 1

   adaptive-harness

   Skill

   DormienteUltimo commit 5 mesi fa · 2026-03-16

   A self-improving harness router for Claude Code.

   PythonLicenza: MIT

   • a-b-testing
   • ai-agent
   • ai-orchestration
   • ai-routing
   • ai-workflow

   githubcreato 5 mesi facrescita misurataApri fonte ↗

   Installa /plugin marketplace add SeongwoongCho/adaptive-harness

   8stelle GitHubstabile
2. 2

   otel-agent-provenance

   Agente

   DormienteUltimo commit 5 mesi fa · 2026-03-17

   OpenTelemetry semantic conventions and instrumentation for agent provenance, derivation lineage, and acceptance criteria evaluation. Fills the Microsoft AI stack observability gap.

   Python

   • a2a-protocol
   • agentic-ai
   • ai-agents
   • observability
   • opentelemetry

   githubcreato 5 mesi facrescita misurataApri fonte ↗

   0stelle GitHubstabile
3. 3

   ai-dev-stack

   Skill

   AttivoUltimo commit 2 mesi fa · 2026-06-29

   Production-grade AI coding rules for Cursor and Claude Code. 15 rules + 9 doc templates + skills + agents + MCP setup. Drop into any project.

   PythonLicenza: MIT

   • ai-agents
   • ai-coding
   • ai-development
   • ai-engineer
   • automation

   githubcreato 5 mesi facrescita misurataApri fonte ↗

   Installa git clone https://github.com/aiagentwithdhruv/ai-dev-stack ~/.claude/skills/ai-dev-stack

   10stelle GitHub+1 (+11.1 %)
4. 4

   opentelemetry-agent-skills

   Skill

   AttivoUltimo commit 1 giorno fa · 2026-09-01

   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+4 (+4.3 %)
5. 5

   arize-skills

   Skill

   AttivoUltimo commit 5 giorni fa · 2026-08-28

   Agent skills for Arize — datasets, experiments, and traces via the ax CLI

   PythonLicenza: MIT

   • agent-skills
   • ai-agents
   • ai-observability
   • arize
   • claude-code

   githubcreato 6 mesi facrescita misurataApri fonte ↗

   Installa git clone https://github.com/Arize-ai/arize-skills ~/.claude/skills/arize-skills

   47stelle GitHubstabile
6. 6

   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 %)
7. 7

   kiboserve

   MCP

   DormienteUltimo commit 4 mesi fa · 2026-04-25

   Open-source Python framework to deploy AI agents via HTTP, A2A, and MCP with built-in observability

   PythonLicenza: MIT

   • a2a
   • a2a-client
   • a2a-server
   • agent-evaluation
   • agentic-ai

   githubcreato 6 mesi facrescita misurataApri fonte ↗

   5stelle GitHubstabile
8. 8

   agentops

   Agente

   DormienteUltimo commit 4 mesi fa · 2026-04-13

   AgentOps: Multi-agent infrastructure remediation platform. A2A protocol, agent coordination, HITL approval, auto-rollback.

   PythonLicenza: MIT

   • a2a-protocol
   • ai
   • automation
   • infrastructure
   • llm

   githubcreato 6 mesi facrescita misurataApri fonte ↗

   0stelle GitHubstabile
9. 9

   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 %)
10. 10

    gt8004-sdk

    Altro

    DormienteUltimo commit 6 mesi fa · 2026-02-23

    Official Python SDK for GT8004 — AI agent observability with MCP, A2A, x402 payment tracking. FastAPI, Flask, FastMCP middleware included.

    PythonLicenza: MIT

    • a2a
    • ai-agent
    • analytics
    • fastapi
    • flask

    githubcreato 6 mesi facrescita misurataApri fonte ↗

    1stelle GitHubstabile
11. 11

    opik-claude-code-plugin

    MCP

    AttivoUltimo commit 34 giorni fa · 2026-07-30

    Log Claude Code sessions to Opik, the open-source LLM observability and evaluation platform, built by Comet. Tracing, evaluation, and skills for observable AI applications.

    GoLicenza: Apache-2.0

    • ai-agent
    • claude-ai
    • claude-code-plugin
    • llm-observation
    • mcp-server

    githubcreato 6 mesi facrescita misurataApri fonte ↗

    22stelle GitHub+1 (+4.8 %)
12. 12

    astragraph

    Agente

    DormienteUltimo commit 5 mesi fa · 2026-03-16

    Policy-enforced observability and fail-closed guardrails for MCP/A2A multi-agent systems.

    Rust

    • a2a
    • ai-agents
    • llm-security
    • mcp
    • multi-agent

    githubcreato 6 mesi facrescita misurataApri fonte ↗

    26stelle GitHubstabile
13. 13

    MLFlow-A2A-Session-Tracer

    Agente

    DormienteUltimo commit 4 mesi fa · 2026-04-15

    A Python proof-of-concept for tracing multi-turn Agent-to-Agent (A2A) conversations as a single unified MLflow trace for LLM observability and evaluation.

    Python

    • a2a
    • agent-to-agent
    • ai-agents
    • conversational-ai
    • llm-evaluation

    githubcreato 7 mesi facrescita misurataApri fonte ↗

    0stelle GitHubstabile
14. 14

    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
15. 15

    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 %)
16. 16

    SkillForge

    Skill

    AttivoUltimo commit 35 giorni fa · 2026-07-29

    A skill creator that proves its skills work. Evidence-driven skill creation for Claude Code and Codex: baseline-tested generation, per-skill regression evals, ecosystem doctor, cross-runtime compile, and an opt-in proactive advisor.

    PythonLicenza: MIT

    • agent-skills
    • claude-ai
    • claude-code
    • claude-skills
    • codex

    githubcreato 8 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/tripleyak/SkillForge ~/.claude/skills/SkillForge

    884stelle GitHub+1 (+0.11 %)
17. 17

    langsmith-fetch-skill

    Skill

    DormienteUltimo commit 5 mesi fa · 2026-04-06

    🔍 AI observability skill for Claude Code. Debug LangChain/LangGraph agents by fetching execution traces from LangSmith Studio directly in your terminal.

    Licenza: MIT

    • agent-debugging
    • ai-agents
    • claude-skills
    • claude-skills-creator
    • claude-skills-hub

    githubcreato 8 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/OthmanAdi/langsmith-fetch-skill ~/.claude/skills/langsmith-fetch-skill

    27stelle GitHubstabile
18. 18

    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 %)
19. 19

    Multi_AI_Agent_Medical_Assistant

    Agente

    DormienteUltimo commit 8 mesi fa · 2025-12-08

    An AI-powered multi-agent system that demonstrates clinical triage, OTC medication recommendations, and e-pharmacy integration for respiratory conditions. Built with modular agents that collaborate to provide safe, intelligent healthcare…

    Python

    • agent-to-agent
    • agentic-ai
    • aiagent
    • antigravity-ide
    • cursor-ai

    githubcreato 9 mesi facrescita misurataApri fonte ↗

    0stelle GitHubstabile
20. 20

    kaggle-capstone-ai-agent

    Agente

    DormienteUltimo commit 9 mesi fa · 2025-11-26

    A safety-first multi-agent mental health companion with real-time distress tracking, triple-layer guardrails, and evidence-based grounding techniques. Built for Kaggle × Google Agents Intensive 2025 Capstone (Agents for Good Track)

    Python

    • a2a-protocol
    • agent-evaluation
    • agents-for-good
    • ai-agents
    • crisis-support

    githubcreato 9 mesi facrescita misurataApri fonte ↗

    1stelle GitHubstabile
21. 21

    CustoFlow

    Altro

    DormienteUltimo commit 3 mesi fa · 2026-06-04

    Multi-agent customer support system with Google ADK & Gemini 2.5 Flash Lite. Kaggle capstone demonstrating 11+ concepts. Automates 80%+ queries, <10s response time.

    PythonLicenza: MIT

    • a2a-protocol
    • agent-evaluation
    • google-adk
    • multi-agent-system
    • observability

    githubcreato 9 mesi facrescita misurataApri fonte ↗

    2stelle GitHubstabile
22. 22

    agent-inspector

    Skill

    DormienteUltimo commit 7 mesi fa · 2026-01-15

    Local open-source dev tool to debug, secure, and evaluate LLM agents. Provides static analysis, dynamic security checks, and runtime monitoring - integrates with Cursor and Claude Code.

    Python

    • agent-debugging
    • agent-security
    • agent-trace
    • ai-security-tool
    • behavior-analysis

    githubcreato 10 mesi facrescita misurataApri fonte ↗

    Installa /plugin marketplace add cylestio/agent-inspector

    9stelle GitHubstabile
23. 23

    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 %)
24. 24

    green-agent

    Agente

    AttivoUltimo commit 2 mesi fa · 2026-07-01

    A2A green-agent orchestrator for evaluating agents on the AppWorld benchmark, built on the AgentBeats SDK

    Python

    • a2a-protocol
    • agentbeats
    • appworld
    • evaluation
    • llm-agents

    githubcreato 11 mesi facrescita misurataApri fonte ↗

    0stelle GitHubstabile
25. 25

    io.github.OtherVibes/mcp-as-a-judge

    MCP

    DormienteUltimo commit 8 mesi fa · 2025-12-15

    MCP as a Judge: a behavioral MCP that strengthens AI coding assistants via explicit LLM evaluations

    PythonLicenza: MIT

    mcpcreato 12 mesi facrescita misurataApri fonte ↗

    Installa claude mcp add mcp-as-a-judge -- uvx mcp-as-a-judge

    17stelle GitHubstabile