Le descrizioni degli strumenti sono in inglese.

RAG e ricerca

Recupero, database vettoriali, embedding e ricerca semantica.

Utilizzo

Attività

Ordina per

113

Classifica degli strumenti

Ranked by creation date, newest first; undated entries come last. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

  1. 1

    MCP
    Attivo

    Whole-repo code graph for AI agents: impact analysis, dead code, cycles, semantic search — 14 tools.

    mcpcrescita misurataApri fonte ↗

    Server remoto da dichiarare nella configurazione MCP https://mcp.idencify.com/mcp

    0stelle GitHubstabile
  2. 2
    Attivo

    Local semantic search over your Obsidian vault - always fresh, never reindex.

    mcpcrescita misurataApri fonte ↗

    Installa claude mcp add freshvault -- npx freshvault

    0stelle GitHubstabile
  3. 3
    Attivo

    RAG memory for LLM agents over Garnet Vector Sets: store text as embeddings, recall by meaning.

    mcpcrescita misurataApri fonte ↗

    0stelle GitHubstabile
  4. 4
    Attivo

    Automate Claude AI interactions with custom hotkeys, memory manipulation tools, and configurable settings for improved workflow performance.

    githubcrescita misurataApri fonte ↗

    Installa /plugin marketplace add Untechnical-headwind100/Claude-AI-Unlimited-Tool-2026

    0stelle GitHubstabile
  5. 5
    Attivo

    Laravel AI skills that actually know when to stay out of the way. 72 focused skills, smarter sparse routing, automatic project memory, and better specialist selection for Codex, Claude Code, and other AI coding assistants.

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/soden46/syarif-laravel-ai-skills ~/.claude/skills/syarif-laravel-ai-skills

    4stelle GitHubstabile
  6. 6
    Attivo

    Graph context, semantic search, guarded edits, and reviewable Git for local Obsidian vaults.

    mcpcrescita misurataApri fonte ↗

    Installa claude mcp add obsidian-everywhere -- npx obsidian-everywhere

    13stelle GitHubstabile
  7. 7

    Altro
    Attivo

    An intentionally vulnerable OWASP LLM Top 10 training platform for AI Security, Prompt Injection, RAG Security, Agent Security, and GenAI penetration testing.

    githubcrescita misurataApri fonte ↗

    311stelle GitHub+6 (+2.0 %)
  8. 8

    MCP
    Attivo

    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…

    githubcrescita misurataApri fonte ↗

    742stelle GitHub+7 (+0.95 %)
  9. 9

    Altro
    Attivo

    Local-first search across your workspace, built for humans and AI agents.

    githubmomentum stimatoApri fonte ↗

    2 174stelle GitHub
  10. 10
    Attivo

    Basque Country hyperlocal mobility: ES/EU semantic search, routing, open-data POIs, peak-bagging.

    mcpcrescita misurataApri fonte ↗

    Server remoto da dichiarare nella configurazione MCP https://gaizkajimenez.com/mcp

    0stelle GitHubstabile
  11. 11

    Agente
    Attivo

    Self-hosted AI company OS for solo founders: autonomous agents, ERPNext business memory, and owner-visible governance.

    githubcrescita misurataApri fonte ↗

    9stelle GitHubstabile
  12. 12

    Altro
    Attivo

    GitHub Pages documentation portal for LLM Wiki-style knowledge source tools.

    githubcrescita misurataApri fonte ↗

    0stelle GitHubstabile
  13. 13
    Attivo

    Serve local Markdown/wiki knowledge folders as agent-readable HTTP, MCP-style, and A2A-style context.

    githubcrescita misurataApri fonte ↗

    6stelle GitHubstabile
  14. 14

    Skill
    Attivo

    Local-first AI knowledge app and Agent Skill with evidence-backed Wiki, an interactive knowledge universe, Viki Q&A, and shareable knowledge galaxies.

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/NimaChu/my-wiki ~/.claude/skills/my-wiki

    123stelle GitHubstabile
  15. 15
    Attivo

    Calibre ebook library server: search, read content, curate metadata, semantic search, gated writes.

    mcpcrescita misurataApri fonte ↗

    Installa claude mcp add calibre-mcp -- npx calibre-mcp

    12stelle GitHubstabile
  16. 16
    Attivo

    Minimal RAG-over-a-corpus MCP retrieval: search_knowledge returns cited chunks. Local embeddings.

    mcpcrescita misurataApri fonte ↗

    Installa claude mcp add rag-mcp -- uvx jaimenbell-rag-mcp

    0stelle GitHubstabile
  17. 17
    Attivo

    RuvNet Brain — a downloadable, source-grounded brain for Claude Code over Reuven Cohen's (rUv's) RuvNet stack: RuVector/RVF, Ruflo, AgentDB, RuLake, SPARC + 21 building blocks. Grounds Claude in real source via one MCP tool (search_ruvnet),…

    githubcrescita misurataApri fonte ↗

    65stelle GitHub+1 (+1.6 %)
  18. 18
    Attivo

    Suggests a relevant xkcd comic during a conversation, via semantic search over every comic.

    mcpcrescita misurataApri fonte ↗

    Server remoto da dichiarare nella configurazione MCP https://xkcdai.onrender.com/mcp

    0stelle GitHubstabile
  19. 19
    Attivo

    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,…

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/alfadur7/llm-wiki-newsroom ~/.claude/skills/llm-wiki-newsroom

    80stelle GitHub+1 (+1.3 %)
  20. 20
    Attivo

    The 21 agentic design patterns, distilled to concepts (no code) — a design-phase reference for building AI agents. Works as a Claude Code skill.

    githubcrescita misurataApri fonte ↗

    7stelle GitHubstabile
  21. 21

    Skill
    Attivo

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/mindscale-noah/MindMemOS ~/.claude/skills/MindMemOS

    975stelle GitHub+13 (+1.4 %)
  22. 22
    Attivo

    Multi-agent banking customer service system built on the A2A protocol. A2A Net Hackathon.

    githubcrescita misurataApri fonte ↗

    0stelle GitHubstabile
  23. 23
    Attivo

    Give your AI a real, persistent memory. The open-source system plus templates that turn an Obsidian vault into your AI's working memory. No vector database, just markdown.

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/jaredrhod/ai-memory-vault ~/.claude/skills/ai-memory-vault

    615stelle GitHub+23 (+3.9 %)
  24. 24
    Attivo

    Reddit & X data for AI agents over MCP. Semantic search, hosted, no Reddit API.

    mcpcrescita misurataApri fonte ↗

    Server remoto da dichiarare nella configurazione MCP https://api.prowlo.com/mcp

    0stelle GitHubstabile

Risorse didattiche e di riferimento

Ranked by creation date, newest first; undated entries come last. Queste risorse restano accessibili separatamente e non partecipano alla classifica principale.

  1. 1
    AttivoApri fonte ↗

    Build LLM systems you actually control. A free, open engineering book + course — from tokenization to serving your own models. Mechanisms, trade-offs, and numbers, not prompt tips

    githubRisorsacrescita misurata
    46stelle GitHubstabile