Le descrizioni degli strumenti sono in inglese.

RAG e ricerca

Recupero, database vettoriali, embedding e ricerca semantica.

146

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
ai_osint
Skill
AttivoUltimo commit 2 mesi fa · 2026-06-19
🤖 Curated AI OSINT resources — Google dorks, Shodan queries, GitHub dorks, and techniques to discover exposed LLM endpoints, leaked AI API keys, misconfigured vector databases, and unprotected AI agents
- agent-skills
- ai-osint
- ai-security
- bug-bounty
- clawhavoc
githubcreato 4 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/7WaySecurity/ai_osint ~/.claude/skills/ai_osint
161stelle GitHub+7 (+4.5 %)
2
story-shot-agent
Altro
AttivoUltimo commit 1 giorno fa · 2026-09-03
剧本分镜工具智能体（PenShot）：电影/动漫/短剧/小说/剧本→分镜→片段→prompt | 基于 LangGraph+LLM，自动解析任意格式剧本，生成 Sora/Veo/Runway 等模型可用的连贯text-to-video提示词。保持角色/剧情跨片段一致，支持 MCP/REST API/函数调用 | Python库 + A2A集成。（LLM-powered screenplay-to-video-prompt agent. Break scripts into…
PythonLicenza: MIT
- agent-to-agent
- ai-filmmaking
- ai-video-generation
- character-consistency
- function-calling
githubcreato 10 mesi facrescita misurataApri fonte ↗
160stelle GitHub+7 (+4.6 %)
3
deja-vu
MCP
AttivoUltimo commit 4 giorni fa · 2026-08-31
Search your past AI coding sessions — Claude Code, Codex, Cursor and 17 more. Indexes the session history they already wrote to disk, including months from before you installed it, and recalls it in any of them. No LLM, no embeddings, one…
GoLicenza: MIT
- agent-memory
- ai-memory
- claude-code
- claude-code-hooks
- claude-code-plugins
githubcreato 52 giorni facrescita misurataApri fonte ↗
742stelle GitHub+7 (+0.95 %)
4
LLMVault
Altro
AttivoUltimo commit 24 giorni fa · 2026-08-10
An intentionally vulnerable OWASP LLM Top 10 training platform for AI Security, Prompt Injection, RAG Security, Agent Security, and GenAI penetration testing.
PythonLicenza: MIT
- agent-security
- ai-security
- ai-security-tool
- artificial-intelligence
- ctf
githubcreato 51 giorni facrescita misurataApri fonte ↗
311stelle GitHub+6 (+2.0 %)
5
hivemind
Skill
AttivoUltimo commit oggi · 2026-09-03
Hivemind turns your traces into reusable skills across agents
TypeScriptLicenza: Apache-2.0
- ai
- ai-agents
- ai-memory
- anthropic
- artificial-intelligence
githubcreato 5 mesi facrescita misurataApri fonte ↗
Installa /plugin marketplace add activeloopai/hivemind
1 594stelle GitHub+6 (+0.38 %)
6
context-engineering
MCP
AttivoUltimo commit oggi · 2026-09-03
Context Engineering: Build Consistent, Accurate, Predictable AI Systems
PythonLicenza: Apache-2.0
- agent-skills
- agentic-ai
- context-engineering
- generative-ai
- llm
githubcreato 10 mesi facrescita misurataApri fonte ↗
136stelle GitHub+5 (+3.8 %)
7
llm-wiki-plugin
Skill
AttivoUltimo commit oggi · 2026-09-03
Andrej Karpathy's LLM Wiki pattern as a skill & Claude Code plugin — turn accumulated sources into a self-maintaining, scalable markdown knowledge base.
TypeScriptLicenza: MIT
- ai-tools
- claude-code-plugin
- claude-code-skill
- codex-skill
- cursor
githubcreato 4 mesi facrescita misurataApri fonte ↗
Installa /plugin marketplace add praneybehl/llm-wiki-plugin
99stelle GitHub+5 (+5.3 %)
8
ratel
MCP
AttivoUltimo commit oggi · 2026-09-03
Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.
TypeScriptLicenza: MIT
- accuracy
- agents
- claude-skills
- context
- harness
githubcreato 9 mesi facrescita misurataApri fonte ↗
434stelle GitHub+5 (+1.2 %)
9
Master-skill
Skill
AttivoUltimo commit oggi · 2026-09-03
FoJin-powered Buddhist AI persona framework — source-grounded, boundary-aware, fidelity-tested, runtime-ready.
PythonLicenza: MIT
- agent-skills
- ai-persona
- bdrc
- buddhism
- chinese-buddhism
githubcreato 5 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/xr843/Master-skill ~/.claude/skills/Master-skill
382stelle GitHub+5 (+1.3 %)
10
mcp-local-rag
MCP
AttivoUltimo commit 5 giorni fa · 2026-08-29
Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.
TypeScriptLicenza: MIT
- agent-skills
- cli-tool
- developer-tools
- hybrid-search
- local-first
githubcreato 10 mesi facrescita misurataApri fonte ↗
381stelle GitHub+5 (+1.3 %)
11
deepdive
Skill
AttivoUltimo commit 2 giorni fa · 2026-09-01
Deepdive skill for Claude Code — 12-phase research pipeline: plan-review gate, parallel sub-agent search, claims-ledger triangulation with dissent protection, relevance × authority evidence filter, multi-angle red team, four-layer citation…
PythonLicenza: MIT
- agent-skills
- agentic-workflow
- ai-research-assistant
- anthropic
- citation-verification
githubcreato 3 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/Socialpranker/deepdive ~/.claude/skills/deepdive
393stelle GitHub+5 (+1.3 %)
12
nuwax
Altro
AttivoUltimo commit oggi · 2026-09-03
Nuwax Agent OS - An enterprise-grade AI Agent Development and Operation Platform - Providing a complete solution for agent creation and distribution, knowledge base management, model proxy, memory system, and plugin ecosystem.
TypeScriptLicenza: Apache-2.0
- a2a
- agent
- agent-os
- agent-sandbox
- agentic
githubcreato 14 mesi facrescita misurataApri fonte ↗
878stelle GitHub+4 (+0.46 %)
13
skills
Skill
AttivoUltimo commit 1 giorno fa · 2026-09-02
Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
PythonLicenza: Apache-2.0
- agent-skills
- ai-agents
- claude-code
- codex
- cursor
githubcreato 7 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/qdrant/skills ~/.claude/skills/skills
230stelle GitHub+4 (+1.8 %)
14
crate
Altro
AttivoUltimo commit oggi · 2026-09-03
CrateDB is a distributed and scalable SQL database for storing and analyzing massive amounts of data in near real-time, even with complex queries. It is PostgreSQL-compatible, and based on Lucene.
JavaLicenza: Apache-2.0
- analytics
- big-data
- cratedb
- database
- dbms
githubcreato 13 anni facrescita misurataApri fonte ↗
4 432stelle GitHub+3 (+0.07 %)
15
ChatCrystal
MCP
AttivoUltimo commit oggi · 2026-09-03
Local-first AI PKM for coding conversations: import Claude Code/Cursor/Codex, distill notes, semantic search, tag graph, MCP memory.
TypeScriptLicenza: Apache-2.0
- agent-skills
- ai-memory
- ai-tools
- claude-code
- codex
githubcreato 5 mesi facrescita misurataApri fonte ↗
58stelle GitHub+3 (+5.5 %)
16
orchestkit
Skill
AttivoUltimo commit oggi · 2026-09-03
The Complete AI Development Toolkit for Claude Code. 106 skills, 36 agents, 171 hooks. Install `ork` for stable (v9.x), or `ork-alpha` for the v10 line, which ships daily.
TypeScriptLicenza: MIT
- agent-orchestration
- agents
- ai-agents
- ai-development
- anthropic
githubcreato 8 mesi facrescita misurataApri fonte ↗
Installa /plugin marketplace add yonatangross/orchestkit
227stelle GitHub+3 (+1.3 %)
17
bisheng
Agente
AttivoUltimo commit 1 giorno fa · 2026-09-03
BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level…
PythonLicenza: Apache-2.0
- agent
- ai
- chatbot
- enterprise
- finetune
githubcreato 3 anni facrescita misurataApri fonte ↗
11 923stelle GitHub+3 (+0.03 %)
18
LakeSoul
Libreria
AttivoUltimo commit oggi · 2026-09-04
LakeSoul is an end-to-end, realtime cloud-native Lakehouse framework for fast data ingestion, concurrent updates, incremental analytics, multimodal data processing and vector search — powering next-generation BI and AI workloads.
JavaLicenza: Apache-2.0
- arrow
- daft
- datafusion
- flink
- gluten
githubcreato 4 anni facrescita misurataApri fonte ↗
3 249stelle GitHub+2 (+0.06 %)
19
trace-mcp
MCP
AttivoUltimo commit oggi · 2026-09-04
MCP server for Claude Code and Codex. One tool call replaces ~42 minutes of agent exploration
TypeScriptLicenza: MIT
- ai-agents
- claude
- claude-ai
- claude-code
- claude-code-plugin
githubcreato 5 mesi facrescita misurataApri fonte ↗
103stelle GitHub+2 (+2.0 %)
20
llm
Agente
AttivoUltimo commit 1 giorno fa · 2026-09-03
Ruby's capable AI runtime
RubyLicenza: MIT
- a2a
- a2a-client
- agent
- agent2agent
- agents
githubcreato 23 mesi facrescita misurataApri fonte ↗
139stelle GitHub+2 (+1.5 %)
21
code-graph-mcp
MCP
AttivoUltimo commit oggi · 2026-09-03
AST knowledge graph MCP server for Claude Code — semantic search, call graph traversal, HTTP route tracing, impact analysis. Auto-indexes 10 languages via Tree-sitter.
RustLicenza: MIT
- ast
- call-graph
- claude-code
- claude-code-plugin
- code-navigation
githubcreato 5 mesi facrescita misurataApri fonte ↗
72stelle GitHub+2 (+2.9 %)
22
ghost
MCP
AttivoUltimo commit 1 giorno fa · 2026-09-03
The Private Agent OS — search files, run AI agents, connect to 10,000+ tools via the complete protocol stack (MCP, AG-UI, A2UI, A2A). Zero cloud. Zero telemetry. On-device inference.
Rust
- a2a
- a2ui
- ag-ui
- agent-orchestration
- agent-os
githubcreato 6 mesi facrescita misurataApri fonte ↗
31stelle GitHub+2 (+6.9 %)
23
claude-mem-lite
MCP
AttivoUltimo commit oggi · 2026-09-03
Persistent long-term memory for Claude Code via MCP — captures coding decisions, bugfixes, and context across sessions. Hybrid FTS5 + TF-IDF search with episode batching. Single SQLite DB, no external services. Alternative to claude-mem…
JavaScriptLicenza: MIT
- agent-memory
- ai-coding-assistant
- ai-memory
- anthropic
- claude
githubcreato 6 mesi facrescita misurataApri fonte ↗
56stelle GitHub+2 (+3.7 %)

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
agent-systems-handbook
Agente
AttivoUltimo commit 1 giorno fa · 2026-09-03Apri fonte ↗
A practical AI agents handbook covering agent systems, agentic workflows, LangGraph, MCP/A2A, context engineering, agent memory, evaluation, observability, and multi-agent architecture. Current trend focus: Gemini Interactions API and…
MDX
- a2a
- agent-framework
- agent-memory
- agentic-ai
- agentic-workflow
githubattivo 1 giorno facreato 4 mesi faRisorsacrescita misurata
316stelle GitHub+3 (+0.96 %)
2
lit-review-agent-tools
MCP
AttivoUltimo commit 3 giorni fa · 2026-08-31Apri fonte ↗
🤖 The strongest curated list of open-source AI-agent tools for literature review — 70+ tools across 11 categories (Claude Code skills, deep research, MCP servers, PDF parsing, systematic review). 面向智能体文献综述的最强工具大全。
PythonLicenza: CC0-1.0
- academic-research
- ai-agents
- awesome
- awesome-list
- claude-code
githubattivo 3 giorni facreato 40 giorni faRisorsacrescita misurata
16stelle GitHub+3 (+23.1 %)

RAG e ricerca

Utilizzo

Attività

Ordina per

Classifica degli strumenti

ai_osint

story-shot-agent

deja-vu

LLMVault

hivemind

context-engineering

llm-wiki-plugin

ratel

Master-skill

mcp-local-rag

deepdive

nuwax

skills

crate

ChatCrystal

orchestkit

bisheng

LakeSoul

trace-mcp

llm

code-graph-mcp

ghost

claude-mem-lite

Risorse didattiche e di riferimento

agent-systems-handbook

lit-review-agent-tools