Die Werkzeugbeschreibungen sind auf Englisch.
RAG und Suche
Retrieval, Vektordatenbanken, Embeddings und semantische Suche.
Anwendungsfall
Aktivität
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155
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.
- 1Aktiv
GEO-platform
AgentGEO 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 - 2Aktiv
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-mcp4GitHub-Sternestabil - 3Aktiv
Qdrant MCP
MCPMCP server that wraps the Qdrant vector database API as tools.
mcpgeschätztes MomentumQuelle öffnen ↗
Installieren
claude mcp add mcp-qdrant -- uvx mcp-qdrant0GitHub-Sterne— - 4Aktiv
kbdb
MCPA searchable second brain for AI agents: ranked keyword and semantic search over your Markdown.
mcpgemessenes WachstumQuelle öffnen ↗
Installieren
claude mcp add kbdb -- npx @dikolab/kbdb0GitHub-Sternestabil - 5Aktiv
xNotepad AI
MCPCreate, 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 - 6Aktiv
Recall
MCPRecall (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_recall0GitHub-Sternestabil - 7Aktiv
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/mcp2GitHub-Sternestabil - 8Aktiv
Pexafy
MCPSemantic 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/mcp0GitHub-Sternestabil - 9Aktiv
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 - 10Aktiv
LT2MD
SkillAI-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/LT2MD89GitHub-Sterne+38 (+74.5 %) - 11Aktiv
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-mcp0GitHub-Sternestabil - 12Aktiv
searchcans-skills-zh
Skill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-zh3GitHub-Sternestabil - 13Aktiv
SkillCorpus
SkillOpen-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/SkillCorpus424GitHub-Sterne+170 (+66.9 %) - 14Aktiv
agentix-platform
AgentProduction-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 - 15Aktiv
utopia
AppWorld's first open-source enterprise world model.
githubgemessenes WachstumQuelle öffnen ↗
2 428GitHub-Sterne+1 596 (+191.8 %) - 16Aktiv
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/mcp2GitHub-Sternestabil - 17Aktiv
citegraph-copilot
AgentGraphRAG research assistant over the arXiv citation graph - LangGraph orchestration, A2A microservices, MCP tools, Neo4j
githubgemessenes WachstumQuelle öffnen ↗
1GitHub-Sternestabil - 18Aktiv
knowli
AgentKnowli: shared knowledge capture with human review, conflict resolution, cited retrieval, and a simple local-first stack.
githubgemessenes WachstumQuelle öffnen ↗
0GitHub-Sternestabil - 19Aktiv
Docs + source RAG for Pipe language: semantic search, cited answers, code symbol lookup.
mcpgemessenes WachstumQuelle öffnen ↗
2GitHub-Sternestabil - 20Aktiv
RAG pipeline and engine built with Codex Sol-5.6 and Antigravity Gemini-3.7-Flash
githubgemessenes WachstumQuelle öffnen ↗
1GitHub-Sternestabil - 21Aktiv
reactor
SonstigeOpen-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
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.
- 1AktivQuelle öffnen ↗
Curated Agentic AI resources: AI agent frameworks, tutorials, courses, projects, MCP tools, research papers, evaluation, security, and production guides.
githubRessourcegemessenes Wachstum2GitHub-Sternestabil - 2AktivQuelle 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
githubInstallieren
Ressourcegemessenes Wachstumgit clone https://github.com/malevrigns/atlas-agent-control-plane ~/.claude/skills/atlas-agent-control-plane105GitHub-Sterne+47 (+81.0 %) - 3AktivQuelle öffnen ↗
Agentic_AI_Engineer
AgentMy complete journey to becoming an Agentic AI Engineer through structured learning, projects, experiments, and production-ready implementations of modern AI systems.
githubRessourcegemessenes Wachstum18GitHub-Sternestabil - 4AktivQuelle 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 Wachstum14GitHub-Sterne+1 (+7.7 %)