Die Werkzeugbeschreibungen sind auf Englisch.

RAG und Suche

Retrieval, Vektordatenbanken, Embeddings und semantische Suche.

Anwendungsfall

Aktivität

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147

Werkzeug-Rangliste

Nach gemessenem Wachstum und quellenübergreifend normalisiert sortiert. Rohwerte behalten ihr eigenes Zeitfenster; eine Änderung erfordert mindestens zwei Messungen in 7 Tagen.

  1. 1

    Skill
    Aktiv

    Hivemind turns your traces into reusable skills across agents

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren /plugin marketplace add activeloopai/hivemind

    1 593GitHub-Sterne+1 (+0.06 %)
  2. 2
    Ruhend

    Persistent cross-project memory for Cursor and Claude Code using local semantic search.

    mcpgemessenes WachstumQuelle öffnen ↗

    Installieren claude mcp add longmem -- uvx longmem

    1GitHub-Sterne+1
  3. 3

    Sonstige
    Aktiv

    Open-source enterprise AI agent platform for centrally governing agents, tools, memory, RAG, approvals, and durable workflows with FastAPI, LangGraph, LangChain, and LangSmith.

    githubgemessenes WachstumQuelle öffnen ↗

    2GitHub-Sterne+1 (+100.0 %)
  4. 4

    Sonstige
    Aktiv

    The .NET library to build AI agents with 30+ built-in connectors.

    githubgemessenes WachstumQuelle öffnen ↗

    639GitHub-Sterne+1 (+0.16 %)
  5. 5

    Skill
    Ruhend

    Give Claude Code photographic memory in ONE portable file. No database, no SQLite, no ChromaDB - just a single .mv2 file you can git commit, scp, or share. Native Rust core with sub-ms operations.

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren git clone https://github.com/memvid/claude-brain ~/.claude/skills/claude-brain

    575GitHub-Sterne+1 (+0.17 %)
  6. 6
    Aktiv

    Utilities to spin up Pydantic AI agents with a few additional enhancements and integrations

    githubgemessenes WachstumQuelle öffnen ↗

    5GitHub-Sterne+1 (+25.0 %)
  7. 7
    Aktiv

    Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.

    mcpgemessenes WachstumQuelle öffnen ↗

    Installieren claude mcp add shodh-memory -- npx @shodh/memory-mcp

    277GitHub-Sterne+1 (+0.36 %)
  8. 8
    Aktiv

    Persistent local AI memory. SQLite + FTS5 + vector search, knowledge graph. No cloud, no API keys.

    mcpgemessenes WachstumQuelle öffnen ↗

    Installieren claude mcp add local-memory-mcp -- npx @studiomeyer/local-memory-mcp

    12GitHub-Sterne+1 (+9.1 %)
  9. 9

    MCP
    Aktiv

    Persistent memory for AI assistants with semantic search and knowledge graph relationships.

    mcpgemessenes WachstumQuelle öffnen ↗

    Installieren claude mcp add octobrain -- npx @muvon/octobrain

    12GitHub-Sterne+1 (+9.1 %)
  10. 10
    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

    14GitHub-Sterne+1 (+7.7 %)
  11. 11

    Skill
    Aktiv

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

    githubgemessenes WachstumQuelle öffnen ↗

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

    127GitHub-Sterne+1 (+0.79 %)
  12. 12

    Skill
    Aktiv

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

    githubgemessenes WachstumQuelle öffnen ↗

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

    84GitHub-Sterne+1 (+1.2 %)
  13. 13
    Aktiv

    Graph RAG on SQLite for AI agents: vector retrieval + hand-curated wikilink graph + cross-encoder rerank, with a zero-token per-turn memory ledger. Working pilot.

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren git clone https://github.com/tonydzi/sqlite-graph-memory ~/.claude/skills/sqlite-graph-memory

    8GitHub-Sterne+1 (+14.3 %)
  14. 14

    Sonstige
    Aktiv

    CrateDB is a distributed and scalable SQL database for storing and analyzing massive amounts of data in near real-time, even with complex queries. It is PostgreSQL-compatible, and based on Lucene.

    githubgemessenes WachstumQuelle öffnen ↗

    4 432GitHub-Sternestabil
  15. 15

    Skill
    Aktiv

    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…

    githubgemessenes WachstumQuelle öffnen ↗

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

    123GitHub-Sternestabil
  16. 16
    Aktiv

    Historical chart-pattern intelligence for AI agents. 25M+ embeddings, 19K+ symbols, 10y history.

    mcpgemessenes WachstumQuelle öffnen ↗

    Installieren claude mcp add chart-library -- uvx chartlibrary-mcp

    20GitHub-Sternestabil
  17. 17

    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
  18. 18
    Aktiv

    Semantic search across 6,236 Quran verses and 12,416 authentic Hadiths for Islamic guidance.

    mcpgemessenes WachstumQuelle öffnen ↗

    Remote-Server, in der MCP-Konfiguration anzugeben https://criterion.life/api/mcp

    20GitHub-Sternestabil
  19. 19

    Agent
    Ruhend

    Everything you need to build, deploy, and collaborate with agents. Ride the llama, avoid the drama.

    githubgemessenes WachstumQuelle öffnen ↗

    20GitHub-Sternestabil
  20. 20

    Skill
    Aktiv

    Personal knowledge vault plugin for Claude Code — session recording, memory distillation, and hybrid semantic + BM25 retrieval.

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren /plugin marketplace add XBlueSky/cortexes

    20GitHub-Sternestabil
  21. 21
    Aktiv

    Persistent memory for AI coding agents. Local-first SQLite + vector search. 17 MCP tools.

    mcpgemessenes WachstumQuelle öffnen ↗

    Installieren claude mcp add same -- npx @sgx-labs/same

    23GitHub-Sternestabil
  22. 22
    Aktiv

    Knowledge base for Claude Code with semantic search, feed intelligence, and teams

    mcpgemessenes WachstumQuelle öffnen ↗

    Installieren claude mcp add distillery-mcp -- uvx distillery-mcp

    24GitHub-Sternestabil
  23. 23

    Agent
    Aktiv

    Evidence-first multi-agent debate skill: get a second opinion by pitting Codex × Claude Code (or GLM/DeepSeek/Qwen) to independently review, red-team & judge high-stakes code and architecture decisions.

    githubgemessenes WachstumQuelle öffnen ↗

    25GitHub-Sternestabil
  24. 24
    Aktiv

    Curated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren git clone https://github.com/charlieviettq/awesome-agent-skill ~/.claude/skills/awesome-agent-skill

    25GitHub-Sternestabil

Lern- und Referenzressourcen

Nach gemessenem Wachstum und quellenübergreifend normalisiert sortiert. Diese Ressourcen bleiben getrennt zugänglich und fließen nicht in die Hauptwertung ein.

  1. 1
    AktivQuelle öffnen ↗

    Collection of Claude Skills for DSPy framework - program language models, optimize prompts, and build RAG pipelines systematically

    github

    Installieren git clone https://github.com/OmidZamani/dspy-skills ~/.claude/skills/dspy-skills

    Ressourcegemessenes Wachstum
    122GitHub-Sterne+1 (+0.83 %)