Die Werkzeugbeschreibungen sind auf Englisch.
RAG und Suche
Retrieval, Vektordatenbanken, Embeddings und semantische Suche.
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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.
- 1Aktiv
Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.
mcpgemessenes WachstumQuelle öffnen ↗
Installieren
claude mcp add arxiv-mcp-server -- uvx arxiv-mcp-server3 091GitHub-Sterne+26 (+0.85 %) - 2Aktiv
Vexor
MCPA semantic search engine for files and code.
mcpgemessenes WachstumQuelle öffnen ↗
Installieren
claude mcp add vexor -- uvx vexor239GitHub-Sterne+2 (+0.84 %) - 3138GitHub-Sterne+1 (+0.73 %)
- 4Aktiv
mem0
AgentThe Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.
githubgemessenes WachstumQuelle öffnen ↗
64 545GitHub-Sterne+406 (+0.63 %) - 5Aktiv
ragflow
AgentRAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
githubgemessenes WachstumQuelle öffnen ↗
89 855GitHub-Sterne+518 (+0.58 %) - 6Aktiv
nuwax
SonstigeNuwax Agent OS - An enterprise-grade AI Agent Development and Operation Platform - Providing a complete solution for agent creation and distribution, knowledge base management, model proxy, memory system, and plugin ecosystem.
githubgemessenes WachstumQuelle öffnen ↗
877GitHub-Sterne+5 (+0.57 %) - 7Aktiv
EDDI
MCPConfig-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.
githubgemessenes WachstumQuelle öffnen ↗
372GitHub-Sterne+2 (+0.54 %) - 8Aktiv
promptfoo
SonstigeTest your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI…
githubgemessenes WachstumQuelle öffnen ↗
24 738GitHub-Sterne+131 (+0.53 %) - 9Aktiv
zvec
SkillA lightweight, lightning-fast, in-process vector database
githubgemessenes WachstumQuelle öffnen ↗
Installieren
git clone https://github.com/alibaba/zvec ~/.claude/skills/zvec15 591GitHub-Sterne+72 (+0.46 %) - 10Aktiv
hivemind
SkillHivemind turns your traces into reusable skills across agents
githubgemessenes WachstumQuelle öffnen ↗
Installieren
/plugin marketplace add activeloopai/hivemind1 593GitHub-Sterne+7 (+0.44 %) - 11Aktiv
cognee
SkillCognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.
githubgemessenes WachstumQuelle öffnen ↗
Installieren
git clone https://github.com/topoteretes/cognee ~/.claude/skills/cognee30 405GitHub-Sterne+123 (+0.41 %) - 12Aktiv
open-webui
AppUser-friendly AI Interface (Supports Ollama, OpenAI API, ...)
githubgemessenes WachstumQuelle öffnen ↗
150 645GitHub-Sterne+593 (+0.40 %) - 13Aktiv
MCP server for local codebase indexing, semantic search, and code dependency graphs.
mcpgemessenes WachstumQuelle öffnen ↗
Installieren
claude mcp add socraticode -- npx socraticode3 275GitHub-Sterne+12 (+0.37 %) - 14Aktiv
Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.
mcpgemessenes WachstumQuelle öffnen ↗
Installieren
claude mcp add shodh-memory -- npx @shodh/memory-mcp276GitHub-Sterne+1 (+0.36 %) - 15Aktiv
dify
SonstigeBuild Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.
githubgemessenes WachstumQuelle öffnen ↗
154 149GitHub-Sterne+540 (+0.35 %) - 16Aktiv
anything-llm
SonstigeStop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience
githubgemessenes WachstumQuelle öffnen ↗
65 486GitHub-Sterne+225 (+0.34 %) - 17Aktiv
qdrant
SonstigeQdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
githubgemessenes WachstumQuelle öffnen ↗
34 327GitHub-Sterne+116 (+0.34 %) - 18Aktiv
MaxKB
MCP🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。
githubgemessenes WachstumQuelle öffnen ↗
22 693GitHub-Sterne+76 (+0.34 %) - 19Aktiv
onyx
AppOpen Source AI Platform - AI Chat with advanced features that works with every LLM
githubgemessenes WachstumQuelle öffnen ↗
31 885GitHub-Sterne+105 (+0.33 %) - 20Aktiv
cocoindex
AgentIncremental engine for long horizon agents 🌟 Star if you like it!
githubgemessenes WachstumQuelle öffnen ↗
11 448GitHub-Sterne+37 (+0.32 %) - 21145 465GitHub-Sterne+379 (+0.26 %)
- 22Aktiv
haystack
SonstigeOpen-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for…
githubgemessenes WachstumQuelle öffnen ↗
26 392GitHub-Sterne+67 (+0.25 %) - 23118 967GitHub-Sterne+298 (+0.25 %)
- 24Aktiv
milvus
SonstigeMilvus is a high-performance, cloud-native vector database built for scalable vector ANN search
githubgemessenes WachstumQuelle öffnen ↗
45 925GitHub-Sterne+114 (+0.25 %)
Lern- und Referenzressourcen
Nach gemessenem Wachstum und quellenübergreifend normalisiert sortiert. Diese Ressourcen bleiben getrennt zugänglich und fließen nicht in die Hauptwertung ein.
- 1AktivQuelle öffnen ↗
awesome-llm-apps
Skill100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.
githubInstallieren
Ressourcegemessenes Wachstumgit clone https://github.com/Shubhamsaboo/awesome-llm-apps ~/.claude/skills/awesome-llm-apps135 653GitHub-Sterne+1 033 (+0.77 %)