Le descrizioni degli strumenti sono in inglese.

Osservabilità LLM

Monitoraggio, tracce, valutazione e qualità delle applicazioni LLM.

Utilizzo

Attività

Ordina per

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. 1

    Skill
    Attivo

    YAO = Yielding AI Outcomes. A rigorous engineering, evaluation, governance, and portability system for reusable agent skills.

    PythonLicenza: MIT
    • agent-skills
    • ai-agents
    • evaluation
    • governance
    • meta-skill

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/yaojingang/yao-meta-skill ~/.claude/skills/yao-meta-skill

    2 589stelle GitHub+38 (+1.5 %)
  2. 2

    Agente
    Dormiente

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

    PythonLicenza: MIT
    • a2a-protocol
    • ai
    • automation
    • infrastructure
    • llm

    githubcrescita misurataApri fonte ↗

    0stelle GitHubstabile
  3. 3

    Agente
    Attivo

    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

    githubcrescita misurataApri fonte ↗

    166stelle GitHub+29 (+21.2 %)
  4. 4

    Altro
    Attivo

    🔑 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

    githubcrescita misurataApri fonte ↗

    0stelle GitHubstabile
  5. 5

    Skill
    Attivo

    Research-backed, eval-driven skills for AI agents

    PythonLicenza: Apache-2.0
    • agent-skills
    • ai-agents
    • codex
    • design
    • evals

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/ZSeven-W/craft-skills ~/.claude/skills/craft-skills

    145stelle GitHub+14 (+10.7 %)
  6. 6

    MCP
    Attivo

    Governed local-LLM observability: model policy, prompt scanner, capture proxy, 21 tools.

    PythonLicenza: MIT

      mcpcrescita misurataApri fonte ↗

      Installa claude mcp add ai-guardian -- uvx ai-guardian-aiops

      0stelle GitHubstabile
    • 7

      Skill
      Attivo

      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

      githubcrescita misurataApri fonte ↗

      Installa git clone https://github.com/Dynatrace/dynatrace-for-ai ~/.claude/skills/dynatrace-for-ai

      135stelle GitHub+4 (+3.1 %)
    • 8

      Agente
      Attivo

      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

      githubcrescita misurataApri fonte ↗

      0stelle GitHubstabile
    • 9

      MCP
      Attivo

      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

      githubcrescita misurataApri fonte ↗

      129stelle GitHub-4 (-3.0 %)
    • 10

      Agente
      Attivo

      A local A2A event and continuity service for agent applications, with structured history, provenance-safe transcripts, literal search, and natural-language queries.

      PythonLicenza: BSD-2-Clause
      • a2a
      • agent-memory
      • ai-agents
      • event-sourcing
      • fastapi

      githubcrescita misurataApri fonte ↗

      1stelle GitHubstabile
    • 11

      Skill
      Attivo

      🐙 ADLC Team Skills — Agentic SDLC for Engineering Teams

      ShellLicenza: MIT
      • adr
      • agent-skills
      • agentic-sdlc
      • ai-coding
      • developer-tools

      githubcrescita misurataApri fonte ↗

      Installa git clone https://github.com/tikalk/adlc-team-skills ~/.claude/skills/adlc-team-skills

      132stelle GitHub+1 (+0.76 %)
    • 12

      Agente
      Attivo

      Agent 降智检测与自愈公评网络 — an immune system for the AI agent society

      TypeScriptLicenza: MIT
      • a2a
      • agent
      • agent-guard
      • ai-sre
      • drift-detection

      githubcrescita misurataApri fonte ↗

      1stelle GitHubstabile
    • 13

      MCP
      Attivo

      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

      githubcrescita misurataApri fonte ↗

      105stelle GitHubstabile
    • 14

      Agente
      Dormiente

      The reliability and interoperability layer for AI agents. A2A-native. MCP-bridged.

      PythonLicenza: Apache-2.0
      • a2a
      • agent-framework
      • agents
      • ai
      • ai-safety

      githubcrescita misurataApri fonte ↗

      1stelle GitHubstabile
    • 15

      MCP
      Attivo

      Self improving agents through iterations

      PythonLicenza: Apache-2.0
      • agent-learning
      • agent-memory
      • agentic-workflows
      • ai-agents
      • claude-code

      githubcrescita misurataApri fonte ↗

      105stelle GitHub+1 (+0.96 %)
    • 16

      Agente
      Attivo

      A lightweight Python library that decouples agentic runtime from applications it builds

      PythonLicenza: MIT
      • a2a
      • agent-runtime
      • agents
      • observability
      • portability

      githubcrescita misurataApri fonte ↗

      1stelle GitHubstabile
    • 17

      Skill
      Attivo

      Vendor-neutral OpenTelemetry skills for AI coding agents, grounded in upstream sources

      ShellLicenza: Apache-2.0
      • agent-skills
      • ai
      • observability
      • opentelemetry

      githubcrescita misurataApri fonte ↗

      Installa git clone https://github.com/ollygarden/opentelemetry-agent-skills ~/.claude/skills/opentelemetry-agent-skills

      97stelle GitHub+1 (+1.0 %)
    • 18

      Altro
      Attivo

      Terminal-first validation harness for reviewing PRDs, RFCs, strategy docs, and experiment plans.

      TypeScript
      • ai-agents
      • claude-code
      • claude-code-skills
      • cli
      • evals

      githubcrescita misurataApri fonte ↗

      1stelle GitHubstabile
    • 19

      Skill
      Dormiente

      Don't make LLMs honest. Make every factual claim auditable. — An LLM Claim Auditing Layer with T1-T7 truth gradients. 98.1% business effectiveness on LiarBench v0.2.

      Python
      • agent-skills
      • ai-safety
      • anti-lie
      • audit
      • factuality

      githubcrescita misurataApri fonte ↗

      Installa git clone https://github.com/lc198707/anti-lie ~/.claude/skills/anti-lie

      89stelle GitHubstabile
    • 20

      MCP
      Attivo

      MCP server for Langfuse LLM observability — trace and observation analysis.

      TypeScriptLicenza: MIT

        mcpcrescita misurataApri fonte ↗

        Installa claude mcp add langfuse -- npx langfuse-observability-mcp-server

        80stelle GitHub+2 (+2.6 %)
      • 21

        Agente
        Attivo

        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

        githubcrescita misurataApri fonte ↗

        1stelle GitHubstabile
      • 22

        MCP
        Attivo

        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

        githubcrescita misurataApri fonte ↗

        1 763stelle GitHub+16 (+0.92 %)
      • 23

        Skill
        Attivo

        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

        githubcrescita misurataApri fonte ↗

        Installa git clone https://github.com/wasulajr/headsup ~/.claude/skills/headsup

        1stelle GitHubstabile
      • 24

        Skill
        Attivo

        local-first analytics for AI agent skills

        TypeScript
        • agent-skills
        • analytics
        • bun
        • claude-code
        • cli

        githubcrescita misurataApri fonte ↗

        Installa git clone https://github.com/crafter-station/skill-kit ~/.claude/skills/skill-kit

        77stelle GitHub+1 (+1.3 %)
      • 25

        Agente
        Attivo

        Generic DeepSeek Harness (dsh) plugins: A2A protocol server, session storage mirror, and Langfuse observability.

        TypeScriptLicenza: MIT
        • agent2agent
        • ai-agents
        • cordis
        • deepseek-harness
        • dsh

        githubcrescita misurataApri fonte ↗

        1stelle GitHubstabile