Die Werkzeugbeschreibungen sind auf Englisch.

RAG und Suche

Retrieval, Vektordatenbanken, Embeddings und semantische Suche.

Anwendungsfall

Aktivität

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112

Werkzeug-Rangliste

Ranked by creation date, newest first; undated entries come last. Rohwerte behalten ihr eigenes Zeitfenster; eine Änderung erfordert mindestens zwei Messungen in 7 Tagen.

  1. 1

    MCP
    Aktiv

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

    mcpgemessenes WachstumQuelle öffnen ↗

    Remote-Server, in der MCP-Konfiguration anzugeben https://mcp.idencify.com/mcp

    0GitHub-Sternestabil
  2. 2
    Aktiv

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

    mcpgemessenes WachstumQuelle öffnen ↗

    Installieren claude mcp add freshvault -- npx freshvault

    0GitHub-Sternestabil
  3. 3
    Aktiv

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

    mcpgemessenes WachstumQuelle öffnen ↗

    0GitHub-Sternestabil
  4. 4
    Aktiv

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

    githubgemessenes WachstumQuelle öffnen ↗

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

    0GitHub-Sternestabil
  5. 5
    Aktiv

    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.

    githubgemessenes WachstumQuelle öffnen ↗

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

    4GitHub-Sternestabil
  6. 6
    Aktiv

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

    mcpgemessenes WachstumQuelle öffnen ↗

    Installieren claude mcp add obsidian-everywhere -- npx obsidian-everywhere

    13GitHub-Sternestabil
  7. 7

    Sonstige
    Aktiv

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

    githubgemessenes WachstumQuelle öffnen ↗

    311GitHub-Sterne+6 (+2.0 %)
  8. 8

    MCP
    Aktiv

    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…

    githubgemessenes WachstumQuelle öffnen ↗

    742GitHub-Sterne+11 (+1.5 %)
  9. 9
    Aktiv

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

    mcpgemessenes WachstumQuelle öffnen ↗

    Remote-Server, in der MCP-Konfiguration anzugeben https://gaizkajimenez.com/mcp

    0GitHub-Sternestabil
  10. 10
    Aktiv

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

    githubgemessenes WachstumQuelle öffnen ↗

    9GitHub-Sternestabil
  11. 11

    Sonstige
    Aktiv

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

    githubgemessenes WachstumQuelle öffnen ↗

    0GitHub-Sternestabil
  12. 12

    Sonstige
    Aktiv

    Browser workbench for querying Markdown/wiki knowledge sources through agent runtime, MCP-style, and A2A-style flows.

    githubgeschätztes MomentumQuelle öffnen ↗

    0GitHub-Sterne
  13. 13

    Sonstige
    Aktiv

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

    githubgemessenes WachstumQuelle öffnen ↗

    6GitHub-Sternestabil
  14. 14

    Skill
    Aktiv

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

    githubgemessenes WachstumQuelle öffnen ↗

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

    123GitHub-Sternestabil
  15. 15
    Aktiv

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

    mcpgemessenes WachstumQuelle öffnen ↗

    Installieren claude mcp add calibre-mcp -- npx calibre-mcp

    12GitHub-Sterne+2 (+20.0 %)
  16. 16
    Aktiv

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

    mcpgemessenes WachstumQuelle öffnen ↗

    Installieren claude mcp add rag-mcp -- uvx jaimenbell-rag-mcp

    0GitHub-Sternestabil
  17. 17
    Aktiv

    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),…

    githubgemessenes WachstumQuelle öffnen ↗

    64GitHub-Sternestabil
  18. 18
    Aktiv

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

    mcpgemessenes WachstumQuelle öffnen ↗

    Remote-Server, in der MCP-Konfiguration anzugeben https://xkcdai.onrender.com/mcp

    0GitHub-Sternestabil
  19. 19
    Aktiv

    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,…

    githubgemessenes WachstumQuelle öffnen ↗

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

    80GitHub-Sterne+1 (+1.3 %)
  20. 20
    Aktiv

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

    githubgemessenes WachstumQuelle öffnen ↗

    7GitHub-Sternestabil
  21. 21

    Skill
    Aktiv

    githubgemessenes WachstumQuelle öffnen ↗

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

    970GitHub-Sterne+12 (+1.3 %)
  22. 22
    Aktiv

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

    githubgemessenes WachstumQuelle öffnen ↗

    0GitHub-Sternestabil
  23. 23
    Aktiv

    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.

    githubgemessenes WachstumQuelle öffnen ↗

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

    605GitHub-Sterne+13 (+2.2 %)
  24. 24
    Aktiv

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

    mcpgemessenes WachstumQuelle öffnen ↗

    Remote-Server, in der MCP-Konfiguration anzugeben https://api.prowlo.com/mcp

    0GitHub-Sternestabil

Lern- und Referenzressourcen

Ranked by creation date, newest first; undated entries come last. Diese Ressourcen bleiben getrennt zugänglich und fließen nicht in die Hauptwertung ein.

  1. 1
    AktivQuelle öffnen ↗

    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

    githubRessourcegemessenes Wachstum
    46GitHub-Sternestabil