Le descrizioni degli strumenti sono in inglese.

RAG e ricerca

Recupero, database vettoriali, embedding e ricerca semantica.

Utilizzo

Attività

Ordina per

144

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

    MCP
    Attivo

    Codebase understanding for AI coding agents — symbol graph, blast radius, semantic search.

    GoLicenza: MIT

      mcpcrescita misurataApri fonte ↗

      35stelle GitHub+3 (+9.4 %)
    • 2

      Agente
      Attivo

      SHM v6.10.1 — 自演化超图记忆 (CudaAccel: 本机 embedding 强制 CUDA)

      PythonLicenza: MIT
      • a2a
      • ai-agent
      • hypergraph
      • knowledge-graph
      • mcp

      githubcrescita misurataApri fonte ↗

      6stelle GitHub+1 (+20.0 %)
    • 3

      Altro
      Attivo

      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

      githubcrescita misurataApri fonte ↗

      157stelle GitHub+6 (+4.0 %)
    • 4

      Skill
      Attivo

      🤖 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

      githubcrescita misurataApri fonte ↗

      Installa git clone https://github.com/7WaySecurity/ai_osint ~/.claude/skills/ai_osint

      159stelle GitHub+6 (+3.9 %)
    • 5

      MCP
      Attivo

      Google NotebookLM over MCP + a local HTTP REST API. Citation-backed Q&A, audio/video/content generation, multi-account rotation. For Claude Code, Codex, Cursor, n8n, Zapier, Make.

      TypeScriptLicenza: MIT
      • agentic-skill
      • anthropic
      • automation
      • citations
      • claude-code

      githubcrescita misurataApri fonte ↗

      171stelle GitHub+6 (+3.6 %)
    • 6

      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…

      GoLicenza: MIT
      • agent-memory
      • ai-memory
      • claude-code
      • claude-code-hooks
      • claude-code-plugins

      githubcrescita misurataApri fonte ↗

      742stelle GitHub+11 (+1.5 %)
    • 7

      Skill
      Attivo
      Python
      • agent
      • agent-memory
      • agent-skills
      • agentic
      • dsh-plugin

      githubcrescita misurataApri fonte ↗

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

      970stelle GitHub+12 (+1.3 %)
    • 8

      MCP
      Attivo

      AI-powered code indexer with semantic search and knowledge graphs

      RustLicenza: Apache-2.0

        mcpcrescita misurataApri fonte ↗

        Installa claude mcp add octocode -- npx @muvon/octocode

        459stelle GitHub+9 (+2.0 %)
      • 9

        Altro
        Attivo

        The #1 AI Harness for Building Resumes, PDFs, Cover Letters & more, locally with 100+ LLMs support.

        TypeScriptLicenza: Apache-2.0
        • applicant-tracking-system
        • ats
        • hacktoberfest
        • machine-learning
        • natural-language-processing

        githubcrescita misurataApri fonte ↗

        28 316stelle GitHub+22 (+0.08 %)
      • 10

        Skill
        Attivo

        Production-grade AI coding rules for Cursor and Claude Code. 15 rules + 9 doc templates + skills + agents + MCP setup. Drop into any project.

        PythonLicenza: MIT
        • ai-agents
        • ai-coding
        • ai-development
        • ai-engineer
        • automation

        githubcrescita misurataApri fonte ↗

        Installa git clone https://github.com/aiagentwithdhruv/ai-dev-stack ~/.claude/skills/ai-dev-stack

        10stelle GitHub+1 (+11.1 %)
      • 11

        MCP
        Attivo

        Obsidian MCP server: semantic search, knowledge graph, and vault editing. No plugin required.

        ↓ 61 download/settimanaTypeScriptLicenza: Apache-2.0

          mcpcrescita misurataApri fonte ↗

          Installa claude mcp add obsidian-brain -- npx obsidian-brain

          10stelle GitHub+1 (+11.1 %)
        • 12

          Altro
          Attivo

          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

          githubcrescita misurataApri fonte ↗

          311stelle GitHub+6 (+2.0 %)
        • 13

          MCP
          Attivo

          Context Engineering: Build Consistent, Accurate, Predictable AI Systems

          PythonLicenza: Apache-2.0
          • agent-skills
          • agentic-ai
          • context-engineering
          • generative-ai
          • llm

          githubcrescita misurataApri fonte ↗

          135stelle GitHub+4 (+3.1 %)
        • 14

          MCP
          Attivo

          MCP server for local codebase indexing, semantic search, and code dependency graphs.

          ↓ 1 242 download/settimanaTypeScriptLicenza: AGPL-3.0

            mcpcrescita misurataApri fonte ↗

            Installa claude mcp add socraticode -- npx socraticode

            3 275stelle GitHub+12 (+0.37 %)
          • 15

            Skill
            Attivo

            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

            githubcrescita misurataApri fonte ↗

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

            230stelle GitHub+5 (+2.2 %)
          • 16

            Altro
            Dormiente

            nano-degree in Agentic AI

            PythonLicenza: MIT
            • a2a
            • acp
            • agent
            • mcp
            • rag

            githubcrescita misurataApri fonte ↗

            13stelle GitHub+1 (+8.3 %)
          • 17

            MCP
            Dormiente

            Cross-session memory for AI agents - knowledge graph, scoring, semantic search

            ↓ 292 download/settimanaTypeScriptLicenza: MIT

              mcpcrescita misurataApri fonte ↗

              Installa claude mcp add agent-knowledge -- npx agent-knowledge

              13stelle GitHub+1 (+8.3 %)
            • 18

              Skill
              Attivo

              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

              githubcrescita misurataApri fonte ↗

              Installa /plugin marketplace add praneybehl/llm-wiki-plugin

              97stelle GitHub+3 (+3.2 %)
            • 19

              MCP
              Attivo

              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

              githubcrescita misurataApri fonte ↗

              378stelle GitHub+5 (+1.3 %)
            • 20

              Skill
              Attivo

              FoJin-powered Buddhist AI persona framework — source-grounded, boundary-aware, fidelity-tested, runtime-ready.

              PythonLicenza: MIT
              • agent-skills
              • ai-persona
              • bdrc
              • buddhism
              • chinese-buddhism

              githubcrescita misurataApri fonte ↗

              Installa git clone https://github.com/xr843/Master-skill ~/.claude/skills/Master-skill

              380stelle GitHub+5 (+1.3 %)
            • 21

              MCP
              Attivo

              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

              githubcrescita misurataApri fonte ↗

              433stelle GitHub+5 (+1.2 %)
            • 22

              MCP
              Attivo

              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

              githubcrescita misurataApri fonte ↗

              56stelle GitHub+2 (+3.7 %)
            • 23

              MCP
              Attivo

              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

              githubcrescita misurataApri fonte ↗

              57stelle GitHub+2 (+3.6 %)
            • 24

              Altro
              Attivo

              Data Agent Ready Warehouse : One for Analytics, Search, AI, Python Sandbox. — rebuilt from scratch. Unified architecture on your S3.

              Rust
              • ai
              • bigdata
              • cloud-native
              • database
              • elasticsearch

              githubcrescita misurataApri fonte ↗

              9 433stelle GitHub+9 (+0.10 %)

            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

              lit-review-agent-tools

              MCP
              AttivoApri 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
              githubRisorsacrescita misurata
              14stelle GitHub+1 (+7.7 %)