Le descrizioni degli strumenti sono in inglese.

RAG e ricerca

Recupero, database vettoriali, embedding e ricerca semantica.

Utilizzo

Attività

Ordina per

121

Classifica degli strumenti

Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

  1. 1

    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 ↗

    174stelle GitHub+6 (+3.6 %)
  2. 2

    Altro
    Attivo

    剧本分镜智能体（PenShot）：电影/动漫/短剧/小说/剧本→分镜→提示词 → 视频。| 基于LLM 通过 LangGraph+LlamaIndex，实现任意格式剧本的自动解析，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/Function Calls/A2A 多种集成。（LLM-powered text-to-video-prompt agent. Break…

    PythonLicenza: MIT
    • agent-to-agent
    • ai-filmmaking
    • ai-video-generation
    • character-consistency
    • function-calling

    githubcrescita misurataApri fonte ↗

    173stelle GitHub+19 (+12.3 %)
  3. 3

    Skill
    Attivo

    Local-first, auditable Python code agent. Ships its own 30-task hidden-test benchmark plus SWE-bench Verified scored by the official harness -- every number reproducible, negative results included.

    PythonLicenza: MIT
    • agent
    • agent-evaluation
    • agent-skills
    • code-agent
    • llm

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/hwfengcs/DM-Code-Agent ~/.claude/skills/DM-Code-Agent

    151stelle GitHubstabile
  4. 4

    MCP
    Attivo

    Framework-aware code intelligence MCP server for Claude Code and Codex — 90.6% fewer input tokens to review a pull request, median over 60 merged PRs in repos we don't own. 81 languages, 87 frameworks, 100% local.

    TypeScriptLicenza: MIT
    • ai-agents
    • claude
    • claude-ai
    • claude-code
    • claude-code-plugin

    githubcrescita misurataApri fonte ↗

    146stelle GitHub+44 (+43.1 %)
  5. 5

    Agente
    Attivo

    Ruby's capable AI runtime

    RubyLicenza: MIT
    • a2a
    • a2a-client
    • agent
    • agent2agent
    • agents

    githubcrescita misurataApri fonte ↗

    139stelle GitHub+2 (+1.5 %)
  6. 6

    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 ↗

    136stelle GitHub+3 (+2.3 %)
  7. 7

    Skill
    Attivo

    A self-hosted knowledge platform for humans and AI agents — publish wikis, blogs, and portable Agent Skills.

    TypeScriptLicenza: Apache-2.0
    • agent-skills
    • ai-agent
    • blog
    • golang
    • knowledge-base

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/Ciao1019/Petrichor ~/.claude/skills/Petrichor

    127stelle GitHub+1 (+0.79 %)
  8. 8

    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.

    JavaScriptLicenza: MIT
    • agent-skills
    • ai-agents
    • ai-assistant
    • claude-code
    • codex

    githubcrescita misurataApri fonte ↗

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

    123stelle GitHubstabile
  9. 9

    Skill
    Attivo

    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

    githubcrescita misurataApri fonte ↗

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

    123stelle GitHubstabile
  10. 10

    MCP
    Attivo

    Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients

    TypeScriptLicenza: MIT

      mcpcrescita misurataApri fonte ↗

      Server remoto da dichiarare nella configurazione MCP https://mcp.apple-rag.com

      117stelle GitHub+1 (+0.86 %)
    • 11

      Skill
      Attivo

      AI-agent skill producing reusable Markdown from PDFs. It turns flowcharts, diagrams, and charts into text beside each caption instead of empty links. It checks an earlier conversion against the PDF and fixes misread or missing parts. Long…

      PythonLicenza: AGPL-3.0
      • agent-skills
      • ai-agents
      • codex
      • codex-skill
      • document-conversion

      githubcrescita misurataApri fonte ↗

      Installa git clone https://github.com/libnyx/LT2MD ~/.claude/skills/LT2MD

      114stelle GitHub+36 (+46.2 %)
    • 12

      MCP
      Attivo

      IBM watsonx.ai MCP by three.ws: chat, text generation, embeddings, and tokenization.

      ↓ 73 download/settimanaJavaScriptLicenza: Apache-2.0

        mcpcrescita misurataApri fonte ↗

        Installa claude mcp add ibm-watsonx -- npx @three-ws/ibm-watsonx-mcp

        111stelle GitHub+6 (+5.7 %)
      • 13

        MCP
        Attivo

        Alibaba Cloud DashScope MCP: Qwen chat, embeddings, and model discovery on your own account.

        ↓ 84 download/settimanaJavaScriptLicenza: Apache-2.0

          mcpcrescita misurataApri fonte ↗

          Installa claude mcp add alibaba-cloud -- npx @three-ws/alibaba-cloud-mcp

          111stelle GitHub+6 (+5.7 %)
        • 14

          MCP
          Attivo

          x402 pay-per-use IBM Granite AI: chat, code, embeddings, analysis, forecasting. Pay USDC per call.

          ↓ 70 download/settimanaJavaScriptLicenza: Apache-2.0

            mcpcrescita misurataApri fonte ↗

            Installa claude mcp add ibm-x402-mcp -- npx @three-ws/ibm-x402-mcp

            111stelle GitHub+6 (+5.7 %)
          • 15

            MCP
            Attivo

            Pay-per-use IBM Granite AI via x402: chat, code, embeddings, forecasting. USDC on Base or Solana.

            JavaScriptLicenza: Apache-2.0

              mcpcrescita misurataApri fonte ↗

              Server remoto da dichiarare nella configurazione MCP https://three.ws/api/ibm-mcp

              111stelle GitHub+6 (+5.7 %)
            • 16

              MCP
              Attivo

              Self improving agents through iterations

              PythonLicenza: Apache-2.0
              • agent-learning
              • agent-memory
              • agentic-workflows
              • ai-agents
              • claude-code

              githubcrescita misurataApri fonte ↗

              105stelle GitHubstabile
            • 17

              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

              99stelle GitHub+4 (+4.2 %)
            • 18

              Agente
              Attivo

              🚀 Way Back Home

              PythonLicenza: Apache-2.0
              • a2a
              • adk
              • agents
              • bigquery
              • google-cloud

              githubcrescita misurataApri fonte ↗

              96stelle GitHubstabile
            • 19

              Skill
              Attivo

              Distill any document corpus into a navigable skill hierarchy for LLM agents — no retrieval system needed at serve time.

              PythonLicenza: MIT
              • agent-skills
              • emnlp-2026
              • enterprise-search
              • llm
              • llm-agents

              githubcrescita misurataApri fonte ↗

              Installa git clone https://github.com/dukesun99/Corpus2Skill ~/.claude/skills/Corpus2Skill

              84stelle GitHub+1 (+1.2 %)
            • 20

              Skill
              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,…

              PythonLicenza: MIT
              • agentic-ai
              • ai-agents
              • claude
              • claude-code
              • claude-skills

              githubcrescita misurataApri fonte ↗

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

              82stelle GitHub+2 (+2.5 %)
            • 21

              MCP
              Attivo

              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

              githubcrescita misurataApri fonte ↗

              72stelle GitHub+2 (+2.9 %)
            • 22

              MCP
              Attivo

              Local-first MCP memory server: SQLite, FTS5 and vector search, AES-256-GCM. 55 tools, no cloud.

              RustLicenza: MIT

                mcpcrescita misurataApri fonte ↗

                72stelle GitHub+5 (+7.5 %)
              • 23

                MCP
                Attivo

                Cross-platform persistent memory MCP for Codex, Gemini CLI, Claude Code, and other local MCP hosts. 36 cited neuroscience mechanisms, local-first SQLite/PostgreSQL, hybrid retrieval, decay-based consolidation, and reproducible benchmarks.…

                PythonLicenza: MIT
                • agent-memory-system
                • agent-skills
                • causal-inference
                • claude-code
                • codex

                githubcrescita misurataApri fonte ↗

                71stelle GitHubstabile

              Risorse didattiche e di riferimento

              Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories. Queste risorse restano accessibili separatamente e non partecipano alla classifica principale.

              1. 1

                atlas-agent-control-plane

                Skill
                AttivoApri fonte ↗

                AtlasAgent - an auditable AI agent control plane: evidence-backed memory, governed tool runtime, checkpoint DAG recovery, and a 55-chapter engineering tutorial. FastAPI / Next.js PWA / Textual TUI

                PythonLicenza: MIT
                • agent
                • agent-framework
                • agent-orchestration
                • agent-skills
                • agentic-ai
                github

                Installa git clone https://github.com/malevrigns/atlas-agent-control-plane ~/.claude/skills/atlas-agent-control-plane

                Risorsacrescita misurata
                110stelle GitHub+28 (+34.1 %)
              2. 2

                membrane

                Skill
                AttivoApri fonte ↗

                A selective learning and memory substrate for agentic systems — typed, revisable, decayable memory with competence learning and trust-aware retrieval.

                GoLicenza: MIT
                • agent
                • agent-framework
                • agent-memory
                • agent-skills
                • agentic
                github

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

                Risorsacrescita misurata
                94stelle GitHubstabile