Le descrizioni degli strumenti sono in inglese.

RAG e ricerca

Recupero, database vettoriali, embedding e ricerca semantica.

147

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
graphify
Skill
AttivoUltimo commit 3 giorni fa · 2026-08-30
Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.
PythonLicenza: Apache-2.0
- ai-agents
- antigravity
- ast
- claude-code
- code-analysis
githubcreato 5 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/Graphify-Labs/graphify ~/.claude/skills/graphify
114 054stelle GitHub+2 404 (+2.2 %)
2
Octocode
MCP
AttivoUltimo commit 5 giorni fa · 2026-08-28
AI-powered code indexer with semantic search and knowledge graphs
RustLicenza: Apache-2.0
mcpcreato 15 mesi facrescita misurataApri fonte ↗
Installa claude mcp add octocode -- npx @muvon/octocode
459stelle GitHub+9 (+2.0 %)
3
LLMVault
Altro
AttivoUltimo commit 23 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 50 giorni facrescita misurataApri fonte ↗
311stelle GitHub+6 (+2.0 %)
4
skills
Skill
AttivoUltimo commit 1 giorno fa · 2026-09-01
Agent Skills for NVIDIA products — install into Claude Code, Codex, and other coding agents to run Physical AI, robotics, simulation, CUDA, and RAG workflows end to end.
PythonLicenza: Apache-2.0
- agent-skills
- agentic-ai
- ai-agents
- claude-code
- codex
githubcreato 6 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/NVIDIA/skills ~/.claude/skills/skills
3 172stelle GitHub+53 (+1.7 %)
5
obsidian-second-brain
Skill
AttivoUltimo commit 1 giorno fa · 2026-09-01
Persistent memory for Claude Code and 6 other CLI agents, stored as plain markdown in your Obsidian vault. Stop re-explaining your projects, decisions and people every session. 45 commands: hybrid semantic search, self-rewriting notes,…
PythonLicenza: MIT
- agent-skills
- ai-agents
- ai-note-taking
- ai-second-brain
- anthropic
githubcreato 5 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/eugeniughelbur/obsidian-second-brain ~/.claude/skills/obsidian-second-brain
4 292stelle GitHub+66 (+1.6 %)
6
deja-vu
MCP
AttivoUltimo commit 3 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 51 giorni facrescita misurataApri fonte ↗
742stelle GitHub+11 (+1.5 %)
7
code-graph-mcp
MCP
AttivoUltimo commit 1 giorno fa · 2026-09-01
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 ↗
71stelle GitHub+1 (+1.4 %)
8
mcp-local-rag
MCP
AttivoUltimo commit 4 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 ↗
378stelle GitHub+5 (+1.3 %)
9
Master-skill
Skill
AttivoUltimo commit 1 giorno fa · 2026-09-01
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
380stelle GitHub+5 (+1.3 %)
10
llm-wiki-newsroom
Skill
AttivoUltimo commit 1 giorno fa · 2026-09-02
Harness engineering applied to knowledge production: a self-evolving multi-agent newsroom that turns your documents into a cross-linked markdown wiki. A "reground" loop pulls published pages back in before they go stale — writer ≠ reviewer,…
PythonLicenza: MIT
- agentic-ai
- ai-agents
- claude
- claude-code
- claude-skills
githubcreato 2 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/alfadur7/llm-wiki-newsroom ~/.claude/skills/llm-wiki-newsroom
80stelle GitHub+1 (+1.3 %)
11
MindMemOS
Skill
AttivoUltimo commit 2 giorni fa · 2026-09-01
Python
- agent
- agent-memory
- agent-skills
- agentic
- dsh-plugin
githubcreato 2 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/mindscale-noah/MindMemOS ~/.claude/skills/MindMemOS
970stelle GitHub+12 (+1.3 %)
12
io.github.Lyellr88/marm-mcp-server
MCP
AttivoUltimo commit 5 giorni fa · 2026-08-28
Universal MCP Server with advanced AI memory capabilities and semantic search.
↓ 913 download/settimanaPythonLicenza: Apache-2.0
mcpcreato 15 mesi facrescita misurataApri fonte ↗
Installa claude mcp add marm-mcp-server -- uvx marm-mcp-server
339stelle GitHub+4 (+1.2 %)
13
ratel
MCP
AttivoUltimo commit 1 giorno fa · 2026-09-01
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 ↗
433stelle GitHub+5 (+1.2 %)
14
headroom
MCP
AttivoUltimo commit oggi · 2026-09-02
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
PythonLicenza: Apache-2.0
- agent
- ai
- anthropic
- claude-code
- compression
githubcreato 7 mesi facrescita misurataApri fonte ↗
68 629stelle GitHub+784 (+1.2 %)
15
Claude-Patent-Creator
MCP
AttivoUltimo commit 10 giorni fa · 2026-08-24
USPTO patent creation system with MCP server + Claude Code plugin. Hybrid RAG search over MPEP/USC/CFR, BigQuery access to 76M+ patents, automated 35 USC 112 compliance checks, prior art search, diagram generation. GPU-accelerated with…
PythonLicenza: MIT
- bigquery
- claude-code
- claude-code-plugin
- faiss
- mcp-server
githubcreato 9 mesi facrescita misurataApri fonte ↗
177stelle GitHub+2 (+1.1 %)
16
memsearch
Skill
AttivoUltimo commit 2 giorni fa · 2026-08-31
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.
PythonLicenza: MIT
- agent
- agent-memory
- ai-agents
- claude-code
- claude-code-plugin
githubcreato 6 mesi facrescita misurataApri fonte ↗
Installa /plugin marketplace add zilliztech/memsearch
2 546stelle GitHub+27 (+1.1 %)
17
trpc-agent-go
MCP
AttivoUltimo commit 1 giorno fa · 2026-09-01
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
githubcreato 15 mesi facrescita misurataApri fonte ↗
1 759stelle GitHub+18 (+1.0 %)
18
trace-mcp
MCP
AttivoUltimo commit 1 giorno fa · 2026-09-01
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 ↗
102stelle GitHub+1 (+0.99 %)
19
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 %)
20
io.github.blazickjp/arxiv-mcp-server
MCP
AttivoUltimo commit 7 giorni fa · 2026-08-26
Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.
PythonLicenza: Apache-2.0
mcpcreato 21 mesi facrescita misurataApri fonte ↗
Installa claude mcp add arxiv-mcp-server -- uvx arxiv-mcp-server
3 091stelle GitHub+26 (+0.85 %)
21
Vexor
MCP
AttivoUltimo commit 8 giorni fa · 2026-08-26
A semantic search engine for files and code.
PythonLicenza: MIT
mcpcreato 9 mesi facrescita misurataApri fonte ↗
Installa claude mcp add vexor -- uvx vexor
239stelle GitHub+2 (+0.84 %)
22
docmancer
Skill
AttivoUltimo commit 20 giorni fa · 2026-08-13
Find out what your coding agents already know. Docmancer indexes the memory, rules, and instructions Claude Code, Codex, Cursor, and Gemini wrote on your machine, then carries the durable parts to every agent. It is local-first and under…
PythonLicenza: MIT
- agent-memory
- ai
- ai-agents
- ai-memory
- claude-code
githubcreato 5 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/docmancer/docmancer ~/.claude/skills/docmancer
123stelle GitHub+1 (+0.82 %)

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 · 2026-09-01Apri 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
dspy-skills
Skill
AttivoUltimo commit 2 mesi fa · 2026-06-23Apri fonte ↗
Collection of Claude Skills for DSPy framework - program language models, optimize prompts, and build RAG pipelines systematically
PythonLicenza: MIT
- agent-skills
- claude-code
- claude-skills
- dspy
- llm
github
Installa git clone https://github.com/OmidZamani/dspy-skills ~/.claude/skills/dspy-skills
attivo 2 mesi facreato 8 mesi faRisorsacrescita misurata
122stelle GitHub+1 (+0.83 %)
3
awesome-llm-apps
Skill
AttivoUltimo commit oggi · 2026-09-02Apri fonte ↗
100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.
PythonLicenza: Apache-2.0
- agents
- llms
- python
- rag
github
Installa git clone https://github.com/Shubhamsaboo/awesome-llm-apps ~/.claude/skills/awesome-llm-apps
attivo oggicreato 2 anni faRisorsacrescita misurata
135 793stelle GitHub+1 057 (+0.78 %)

RAG e ricerca

Utilizzo

Attività

Ordina per

Classifica degli strumenti

graphify

Octocode

LLMVault

skills

obsidian-second-brain

deja-vu

code-graph-mcp

mcp-local-rag

Master-skill

llm-wiki-newsroom

MindMemOS

io.github.Lyellr88/marm-mcp-server

ratel

headroom

Claude-Patent-Creator

memsearch

trpc-agent-go

trace-mcp

altk-evolve

io.github.blazickjp/arxiv-mcp-server

Vexor

docmancer

Risorse didattiche e di riferimento

agent-systems-handbook

dspy-skills

awesome-llm-apps