Le descrizioni degli strumenti sono in inglese.

Osservabilità LLM

Monitoraggio, tracce, valutazione e qualità delle applicazioni LLM.

Utilizzo

Attività

Ordina per

74

Classifica degli strumenti

Classifica mista: la crescita misurata ha la precedenza. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

  1. 1

    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
  2. 2

    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
  3. 3

    Skill
    Attivo

    Multi-agent quality gate skill for Claude Code that researches, reviews, tests and challenges AI-generated work before the final answer.

    • agentic-coding
    • agentic-workflow
    • ai-agent-skills
    • ai-code-review
    • ai-workflows

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/ma-nucho-pro/supervisor-skill-claude ~/.claude/skills/supervisor-skill-claude

    2stelle GitHubstabile
  4. 4

    Altro
    Attivo

    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

    githubcrescita misurataApri fonte ↗

    1stelle GitHubstabile
  5. 5

    MCP
    Attivo

    Query Spanlens LLM observability from Cursor, Claude Desktop, or Continue via MCP.

    ↓ 32 download/settimanaTypeScriptLicenza: MIT

      mcpcrescita misurataApri fonte ↗

      Installa claude mcp add mcp-server -- npx @spanlens/mcp-server

      12stelle GitHubstabile
    • 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

        MCP
        Attivo

        Self improving agents through iterations

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

        githubcrescita misurataApri fonte ↗

        104stelle GitHubstabile
      • 8

        Skill
        Attivo

        Measure prompt and skill improvements with blind A/B comparison.

        PythonLicenza: MIT
        • agent-skills
        • ai-tools
        • claude-code
        • claude-code-plugin
        • claude-code-skill

        githubcrescita misurataApri fonte ↗

        Installa /plugin marketplace add shinpr/rashomon

        18stelle GitHubstabile
      • 9

        MCP
        Attivo

        A typed, replayable, budget-aware programming language for LLM agents. Compiles to Python & TypeScript.

        Shell
        • a2a
        • agent-framework
        • agentic-ai
        • ai
        • ai-agents

        githubcrescita misurataApri fonte ↗

        2stelle GitHubstabile
      • 10

        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
      • 11

        Agente
        Attivo

        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

        githubcrescita misurataApri fonte ↗

        7stelle GitHubstabile
      • 12

        Skill
        Attivo

        Make Claude write clearly, for everyone.

        PythonLicenza: 0BSD
        • claude-code
        • claude-code-plugin
        • controlled-language
        • llm-evaluation
        • output-style

        githubcrescita misurataApri fonte ↗

        Installa /plugin marketplace add stefanobaghino/simple-output-styles

        16stelle GitHubstabile
      • 13

        Skill
        Attivo

        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

        githubcrescita misurataApri fonte ↗

        Installa /plugin marketplace add Yakoub-ai/agent-mmm

        4stelle GitHubstabile
      • 14

        Agente
        Attivo

        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

        githubcrescita misurataApri fonte ↗

        1stelle GitHubstabile
      • 15

        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
      • 16

        MCP
        Attivo

        Architecture-first Python scaffold for an auditable multi-agent corporate credit desk using A2A, MCP, deterministic credit policies, model routing, and OpenTelemetry.

        Python
        • a2a-protocol
        • agentic-ai
        • auditability
        • clean-architecture
        • credit-risk

        githubcrescita misurataApri fonte ↗

        0stelle GitHubstabile
      • 17

        Skill
        Attivo

        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

        githubcrescita misurataApri fonte ↗

        Installa git clone https://github.com/FrancyJGLisboa/agent-skills-platform ~/.claude/skills/agent-skills-platform

        2 376stelle GitHubstabile
      • 18

        Skill
        Attivo

        Run many AIs on one board and keep control of all of it. Deterministic code decides who acts — never a model. A privacy floor keeps sensitive work on your machine, your own tests decide what counts as done, and every action lands on a…

        • a2a
        • agent-orchestration
        • agent-skills
        • ai-agents
        • ai-governance

        githubcrescita misurataApri fonte ↗

        Installa git clone https://github.com/sandhusukhdeep2/sc-prism-releases ~/.claude/skills/sc-prism-releases

        1stelle GitHubstabile
      • 19

        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
      • 20

        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 %)
      • 21

        Altro
        Attivo

        Open-source observability tool that uses AI agents to self-heal your software

        TypeScriptLicenza: Apache-2.0
        • ai
        • llm
        • memory
        • observability
        • opentelemetry

        githubmomentum stimatoApri fonte ↗

        1 404stelle GitHub—

      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. 1

        Agentic_AI_Engineer

        Agente
        AttivoApri fonte ↗

        My complete journey to becoming an Agentic AI Engineer through structured learning, projects, experiments, and production-ready implementations of modern AI systems.

        Jupyter NotebookLicenza: MIT
        • a2a-protocol
        • agent-orchestration
        • ai-guardrails
        • fastapi
        • kubernetes
        githubRisorsacrescita misurata
        18stelle GitHubstabile
      2. 2

        awesome-agentic-devops

        MCP
        AttivoApri fonte ↗

        Curated + scored map of official MCP servers and agents for DevOps, Cloud, SRE, and Platform Engineering — every entry rated on production access, approval gates, and audit evidence.

        PythonLicenza: MIT
        • agent-skills
        • agentic-ai
        • agentic-devops
        • ai-agents
        • awesome
        githubRisorsacrescita misurata
        77stelle GitHubstabile
      3. 3

        trigger_tree

        Skill
        AttivoApri 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

        Risorsacrescita misurata
        14stelle GitHubstabile