Die Werkzeugbeschreibungen sind auf Englisch.

RAG und Suche

Retrieval, Vektordatenbanken, Embeddings und semantische Suche.

Anwendungsfall

Aktivität

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151

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

    Agent
    Aktiv

    GEO 生成式引擎优化平台:品牌 GEO 诊断 + 多模态诊断 + 竞品逆向研究。FastAPI + Vue3 + LangGraph。A2A/MCP 就绪。

    githubgemessenes WachstumQuelle öffnen ↗

    1GitHub-Sternestabil
  2. 2
    Aktiv

    Academic paper knowledge-base MCP server: PDF ingest, vector search with reranking, KB management.

    mcpgemessenes WachstumQuelle öffnen ↗

    Installieren claude mcp add scholar-rag-mcp -- uvx scholar-rag-mcp

    4GitHub-Sternestabil
  3. 3

    MCP
    Aktiv

    A searchable second brain for AI agents: ranked keyword and semantic search over your Markdown.

    mcpgemessenes WachstumQuelle öffnen ↗

    Installieren claude mcp add kbdb -- npx @dikolab/kbdb

    0GitHub-Sternestabil
  4. 4
    Aktiv

    Create, search, and update notes in an xNotepad AI notebook, with semantic search and AI Q&A.

    mcpgemessenes WachstumQuelle öffnen ↗

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

    0GitHub-Sternestabil
  5. 5

    MCP
    Aktiv

    Recall (recall.it) — your AI knowledge base / 'second brain'. Via the official API: semantic search

    mcpgemessenes WachstumQuelle öffnen ↗

    Remote-Server, in der MCP-Konfiguration anzugeben https://api.mcp.ai/p_recall

    0GitHub-Sternestabil
  6. 6
    Aktiv

    Semantic search over 3.5M+ live US job postings pulled straight from company ATSes. Read-only.

    mcpgemessenes WachstumQuelle öffnen ↗

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

    2GitHub-Sternestabil
  7. 7

    MCP
    Aktiv

    Semantic search over free-to-use stock photos from 9 libraries: by words, image, or similar.

    mcpgemessenes WachstumQuelle öffnen ↗

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

    0GitHub-Sternestabil
  8. 8
    Aktiv

    Production-style multi-agent LLM stack: orchestrator + specialists over A2A, LangGraph, MCP, Qdrant, LiteLLM, Langfuse. Human-designed (decisions in ADRs), AI-implemented.

    githubgemessenes WachstumQuelle öffnen ↗

    0GitHub-Sternestabil
  9. 9

    Skill
    Aktiv

    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…

    githubgemessenes WachstumQuelle öffnen ↗

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

    78GitHub-Sterne+32 (+69.6 %)
  10. 10
    Aktiv

    Managed Apache Solr for agents: hybrid BM25+kNN search, server-side embeddings, RAG answers

    mcpgemessenes WachstumQuelle öffnen ↗

    Installieren claude mcp add opensolr-mcp -- uvx opensolr-mcp

    0GitHub-Sternestabil
  11. 11
    Aktiv

    官方简体中文 Agent Skills for SearchCans SERP API、Reader API 与 Account API:深度研究、SEO/GEO 内容差距分析与网页提取审计。

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren git clone https://github.com/SearchCans/searchcans-skills-zh ~/.claude/skills/searchcans-skills-zh

    3GitHub-Sternestabil
  12. 12

    Skill
    Aktiv

    Open-source infrastructure that turns scattered SKILL.md files into curated, retrieval-ready agent-skill corpora—with retrieval and evaluation tooling included.

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren git clone https://github.com/EverMind-AI/SkillCorpus ~/.claude/skills/SkillCorpus

    360GitHub-Sterne+200 (+125.0 %)
  13. 13
    Aktiv

    Production-grade agentic AI on Kubernetes — LangGraph-native agent orchestration (Synapse) on EKS + Istio Ambient Mesh + AgentGateway. Zero-credential LLM access, pluggable MongoDB Atlas Vector Search memory, A2A protocol runtime,…

    githubgemessenes WachstumQuelle öffnen ↗

    0GitHub-Sternestabil
  14. 14
    Aktiv

    Bible corpus MCP server: scripture, Greek/Hebrew interlinear data, cross-refs, semantic search.

    mcpgemessenes WachstumQuelle öffnen ↗

    Remote-Server, in der MCP-Konfiguration anzugeben https://bible-mcp-server.fly.dev/mcp

    2GitHub-Sternestabil
  15. 15
    Aktiv

    GraphRAG research assistant over the arXiv citation graph - LangGraph orchestration, A2A microservices, MCP tools, Neo4j

    githubgemessenes WachstumQuelle öffnen ↗

    1GitHub-Sternestabil
  16. 16

    Agent
    Aktiv

    Knowli: shared knowledge capture with human review, conflict resolution, cited retrieval, and a simple local-first stack.

    githubgemessenes WachstumQuelle öffnen ↗

    0GitHub-Sternestabil
  17. 17
    Aktiv

    Docs + source RAG for Pipe language: semantic search, cited answers, code symbol lookup.

    mcpgemessenes WachstumQuelle öffnen ↗

    2GitHub-Sternestabil
  18. 18
    Aktiv

    RAG pipeline and engine built with Codex Sol-5.6 and Antigravity Gemini-3.7-Flash

    githubgemessenes WachstumQuelle öffnen ↗

    1GitHub-Sternestabil
  19. 19

    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 ↗

    1GitHub-Sternestabil
  20. 20
    Aktiv

    AI tools for agents: chat, summarize, classify, entity extraction, embeddings, transcription. x402

    mcpgemessenes WachstumQuelle öffnen ↗

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

    1GitHub-Sternestabil
  21. 21
    Aktiv

    Persistent memory for AI agents — history, context, semantic search, queues. 17 tools, stdio/SSE.

    mcpgemessenes WachstumQuelle öffnen ↗

    Installieren claude mcp add agenticmemory -- npx agmry

    1GitHub-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 ↗

    Curated Agentic AI resources: AI agent frameworks, tutorials, courses, projects, MCP tools, research papers, evaluation, security, and production guides.

    githubRessourcegemessenes Wachstum
    2GitHub-Sternestabil
  2. 2
    AktivQuelle öffnen ↗

    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

    github

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

    Ressourcegemessenes Wachstum
    82GitHub-Sterne+32 (+64.0 %)
  3. 3
    AktivQuelle öffnen ↗

    My complete journey to becoming an Agentic AI Engineer through structured learning, projects, experiments, and production-ready implementations of modern AI systems.

    githubRessourcegemessenes Wachstum
    18GitHub-Sternestabil
  4. 4
    AktivQuelle öffnen ↗

    🤖 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。

    githubRessourcegemessenes Wachstum
    13GitHub-Sternestabil