Osservabilità LLM

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

   com.pulsemcp/langfuse

   MCP

   AttivoUltimo commit 39 giorni fa · 2026-07-26

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

   TypeScriptLicenza: MIT

   mcpcreato 15 mesi facrescita misurataApri fonte ↗

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

   78stelle GitHubstabile
2. 2

   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
3. 3

   seo-skill-bench

   Skill

   AttivoUltimo commit 12 giorni fa · 2026-08-21

   Open benchmark for Claude Code SEO skills — real headless execution against fixture sites with planted-defect answer keys. Deterministic scoring, pre-registered rubric.

   JavaScriptLicenza: MIT

   • aeo
   • agent-skills
   • ai
   • ai-seo
   • benchmark

   githubcreato 2 mesi facrescita misurataApri fonte ↗

   Installa git clone https://github.com/aleclindz/seo-skill-bench ~/.claude/skills/seo-skill-bench

   51stelle GitHub-5 (-8.9 %)
4. 4

   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
5. 5

   opus-fable-playbook

   Skill

   AttivoUltimo commit 2 mesi fa · 2026-07-03

   Make Claude Opus 4.8 behave like Claude Fable 5 — doctrine output style, drift-catching hooks, and an eval loop against golden Fable transcripts. Claude Code plugin.

   ShellLicenza: MIT

   • anthropic
   • claude
   • claude-code
   • claude-code-plugin
   • evals

   githubcreato 2 mesi facrescita misurataApri fonte ↗

   Installa /plugin marketplace add rennf93/opus-fable-playbook

   33stelle GitHubstabile
6. 6

   langsmith-fetch-skill

   Skill

   DormienteUltimo commit 4 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
7. 7

   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
8. 8

   sentry-instrumentation

   Skill

   AttivoUltimo commit 2 mesi fa · 2026-06-19

   Sentry instrumentation skill for system-behavior tracking

   ShellLicenza: MIT

   • agent-skills
   • claude-skills
   • codex-skill
   • instrumentation
   • monitoring

   githubcreato 4 mesi facrescita misurataApri fonte ↗

   Installa git clone https://github.com/tortastudios/sentry-instrumentation ~/.claude/skills/sentry-instrumentation

   24stelle GitHubstabile
9. 9

   untell

   Altro

   AttivoUltimo commit 1 giorno fa · 2026-09-02

   AI-detector auditing toolkit: measures how often a detector flags genuine human writing, how stable its verdict is across seeds, and whether that verdict survives meaning-preserving edits. Detector-in-the-loop measurement harness. Claude…

   PythonLicenza: MIT

   • ai-detection
   • ai-detector
   • benchmark
   • claude-code
   • claude-code-skill

   githubcreato 2 mesi facrescita misurataApri fonte ↗

   18stelle GitHubstabile
10. 10

    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
11. 11

    parallel-adversarial-review

    Skill

    AttivoUltimo commit 2 mesi fa · 2026-06-06

    Two Claude Code skills for adversarial code review (single-model PAR and multi-model MMAR with cross-critique to catch hallucinations), plus a fixture-based eval suite.

    Python

    • ai-agents
    • claude-code-plugin
    • code-review
    • evals
    • python

    githubcreato 3 mesi facrescita misurataApri fonte ↗

    Installa /plugin marketplace add prime-radiant-inc/parallel-adversarial-review

    17stelle GitHubstabile
12. 12

    simple-output-styles

    Skill

    AttivoUltimo commit 1 giorno fa · 2026-09-02

    Make Claude write clearly, for everyone.

    PythonLicenza: 0BSD

    • claude-code
    • claude-code-plugin
    • controlled-language
    • llm-evaluation
    • output-style

    githubcreato 33 giorni facrescita misurataApri fonte ↗

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

    16stelle GitHubstabile
13. 13

    agentic-engineering-marketplace

    Skill

    AttivoUltimo commit 35 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
14. 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. 15

    io.github.spanlens/mcp-server

    MCP

    AttivoUltimo commit 10 giorni fa · 2026-08-24

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

    ↓ 32 download/settimanaTypeScriptLicenza: MIT

    mcpcreato 4 mesi facrescita misurataApri fonte ↗

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

    12stelle GitHubstabile
16. 16

    bakeoff

    Skill

    AttivoUltimo commit 55 giorni fa · 2026-07-09

    Turn one decision into a judged tournament of solutions, then pick the best — a Claude Code skill that generates candidates, auto-derives the rubric, judges independently, and returns a defensible winner.

    JavaScriptLicenza: MIT

    • ai-agents
    • anthropic
    • claude-code
    • claude-code-plugin
    • claude-skill

    githubcreato 58 giorni facrescita misurataApri fonte ↗

    Installa /plugin marketplace add CoriChui/bakeoff

    10stelle GitHubstabile
17. 17

    galdor

    Altro

    AttivoUltimo commit 10 giorni fa · 2026-08-24

    A Go-native framework for LLM agents, with OpenTelemetry observability built in.

    GoLicenza: Apache-2.0

    • a2a
    • agents
    • ai
    • anthropic
    • bedrock

    githubcreato 3 mesi facrescita misurataApri fonte ↗

    10stelle GitHubstabile
18. 18

    anchor

    Skill

    AttivoUltimo commit 14 giorni fa · 2026-08-20

    Anchor — the production-grade AGENTS.md template for AI coding agents. 51 sections of battle-tested rules. Keep your agents grounded.

    Licenza: MIT

    • agent-instructions
    • agents-md
    • ai-agent-instructions
    • ai-coding
    • ai-coding-agent

    githubcreato 3 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/peva3/anchor ~/.claude/skills/anchor

    8stelle GitHubstabile
19. 19

    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
20. 20

    memroos

    Agente

    AttivoUltimo commit 1 giorno fa · 2026-09-01

    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 4 mesi facrescita misurataApri fonte ↗

    7stelle GitHubstabile
21. 21

    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
22. 22

    axiom

    Skill

    AttivoUltimo commit 2 giorni fa · 2026-08-31

    Axiom is a curated marketplace of shared plugins for Claude Code and Codex.

    PythonLicenza: MIT

    • agent-skills
    • anthropic
    • claude
    • claude-code
    • claude-code-marketplace

    githubcreato 2 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/netopsengineer/axiom ~/.claude/skills/axiom

    5stelle GitHubstabile