Die Werkzeugbeschreibungen sind auf Englisch.

RAG und Suche

Retrieval, Vektordatenbanken, Embeddings und semantische Suche.

Anwendungsfall

Aktivität

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125

Werkzeug-Rangliste

Gemischte Rangfolge: Gemessenes Wachstum hat Vorrang. Rohwerte behalten ihr eigenes Zeitfenster; eine Änderung erfordert mindestens zwei Messungen in 7 Tagen.

  1. 1

    MCP
    Ruhend

    AgentStack is a production-grade multi-agent framework built on Mastra, delivering 50+ enterprise tools, 25+ specialized agents, and A2A/MCP orchestration for scalable AI systems. Focuses on financial intelligence, RAG pipelines,…

    TypeScript
    • a2a
    • agentic-ai
    • agents
    • ai-agents
    • chatbot

    githubgemessenes WachstumQuelle öffnen ↗

    44GitHub-Sternestabil
  2. 2

    Skill
    Ruhend

    ⚡ Cut Claude token usage by 90%+ — free, open-source, local-first context compression for Claude Code. Hybrid RAG (BM25 + ONNX vectors), AST chunking, reranking. No API needed.

    PythonLizenz: MIT
    • ai-tools
    • bm25
    • claude-code
    • claude-code-plugin
    • context-compression

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren /plugin marketplace add Madhan230205/token-reducer

    44GitHub-Sternestabil
  3. 3

    Sonstige
    Aktiv

    Build your AI team with Crewform. Orchestrate specialized, autonomous agents to collaborate on complex tasks and connect outputs to your stack. — AI Orchestration for Everyone

    TypeScriptLizenz: AGPL-3.0
    • a2a-protocol
    • ag-ui-protocol
    • agent
    • agents
    • ai

    githubgemessenes WachstumQuelle öffnen ↗

    44GitHub-Sternestabil
  4. 4

    Agent
    Aktiv

    Production-grade multi-agent orchestration engine. Compose agentic workflows from a pluggable catalog of Agents, LLMs, tools, and retrievers. Execute locally with LangGraph or distributed with Temporal. Built-in RAG pipeline for enterprise…

    PythonLizenz: Apache-2.0
    • a2a-protocol
    • agent-orchestration
    • ai-agents
    • flask
    • kubernetes

    githubgemessenes WachstumQuelle öffnen ↗

    44GitHub-Sternestabil
  5. 5

    Agent
    Aktiv

    BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level…

    PythonLizenz: Apache-2.0
    • agent
    • ai
    • chatbot
    • enterprise
    • finetune

    githubgemessenes WachstumQuelle öffnen ↗

    11 923GitHub-Sterne+3 (+0.03 %)
  6. 6

    Agent
    Aktiv

    Vane is an AI-powered answering engine.

    TypeScriptLizenz: MIT
    • ai-agents
    • ai-search-engine
    • answering-engine
    • artificial-intelligence
    • llm

    githubgeschätztes MomentumQuelle öffnen ↗

    36 578GitHub-Sterne·
  7. 7

    CLI
    Aktiv

    Rust-powered code intelligence CLI for AI coding agents. Builds call graphs and hybrid semantic search indexes (Dense + Sparse + RRF + Reranker) across 7 languages. Ships as native MCP tools for Claude Code and Codex CLI.

    RustLizenz: MIT
    • agent-tools
    • ai-development-tools
    • ai-tools
    • bm25
    • call-graph

    githubgeschätztes MomentumQuelle öffnen ↗

    764GitHub-Sterne·

Lern- und Referenzressourcen

Gemischte Rangfolge: Gemessenes Wachstum hat Vorrang. Diese Ressourcen bleiben getrennt zugänglich und fließen nicht in die Hauptwertung ein.

  1. 1

    claude-wiki

    Skill
    AktivQuelle öffnen ↗

    Official Claude Documentation - Converted to 2000+ Markdown Files - All documentation sourced from first party sources- 24 categories - refreshed daily, multi-agent orchestration

    HTML
    • agents-sdk
    • anthropic
    • anthropic-api
    • claude
    • claude-ai
    github

    Installieren /plugin marketplace add johnzfitch/claude-wiki

    Ressourcegemessenes Wachstum
    21GitHub-Sternestabil
  2. 2

    dspy-skills

    Skill
    AktivQuelle öffnen ↗

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

    PythonLizenz: MIT
    • agent-skills
    • claude-code
    • claude-skills
    • dspy
    • llm
    github

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

    Ressourcegemessenes Wachstum
    122GitHub-Sterne+1 (+0.83 %)
  3. 3

    ai-agent-architecture

    Sonstige
    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

    HTML
    • a2a-protocol
    • ai
    • ai-agents
    • context-engineering
    • distributed-systems
    githubRessourcegemessenes Wachstum
    46GitHub-Sternestabil
  4. 4

    atlas-agent-control-plane

    Skill
    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

    PythonLizenz: MIT
    • agent
    • agent-framework
    • agent-orchestration
    • agent-skills
    • agentic-ai
    github

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

    Ressourcegemessenes Wachstum
    110GitHub-Sterne+28 (+34.1 %)
  5. 5

    lit-review-agent-tools

    MCP
    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。

    PythonLizenz: CC0-1.0
    • academic-research
    • ai-agents
    • awesome
    • awesome-list
    • claude-code
    githubRessourcegemessenes Wachstum
    16GitHub-Sterne+3 (+23.1 %)
  6. 6

    Agentic_AI_Engineer

    Agent
    AktivQuelle öffnen ↗

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

    Jupyter NotebookLizenz: MIT
    • a2a-protocol
    • agent-orchestration
    • ai-guardrails
    • fastapi
    • kubernetes
    githubRessourcegemessenes Wachstum
    18GitHub-Sternestabil
  7. 7

    membrane

    Skill
    AktivQuelle öffnen ↗

    A selective learning and memory substrate for agentic systems — typed, revisable, decayable memory with competence learning and trust-aware retrieval.

    GoLizenz: MIT
    • agent
    • agent-framework
    • agent-memory
    • agent-skills
    • agentic
    github

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

    Ressourcegemessenes Wachstum
    94GitHub-Sternestabil
  8. 8

    Agentic-AI-Project-Find-Deal-Opportunities

    Sonstige
    AktivQuelle öffnen ↗

    Detect underpriced products by scraping deals and using AI models to estimate fair prices for profit opportunity identification.

    Jupyter Notebook
    • a
    • a2a
    • activemq
    • amqp
    • awesome
    githubRessourcegemessenes Wachstum
    1GitHub-Sternestabil
  9. 9

    production-ai-engineering

    Agent
    AktivQuelle öffnen ↗

    Handbook técnico aberto sobre engenharia de IA em produção: ML tradicional, LLMs, RAG, agentes, segurança, observabilidade, FinOps e deployment.

    Markdown
    • a2a-protocol
    • agentic-ai
    • ai
    • ai-agents
    • ai-engineering
    githubRessourcegemessenes Wachstum
    1GitHub-Sternestabil
  10. 10

    ai-resources

    Sonstige
    AktivQuelle öffnen ↗

    Comprehensive collection of AI concepts, research findings, and practical implementations. From machine learning fundamentals to cutting-edge LLMs, agents, and emerging technologies.

    PythonLizenz: MIT
    • a2a
    • ai
    • azureopenai
    • mcp
    • openai
    githubRessourcegemessenes Wachstum
    1GitHub-Sternestabil
  11. 11

    agentic-ai-engineer-roadmap

    Agent
    RuhendQuelle öffnen ↗

    Interactive roadmap for becoming an Agentic AI Engineer — 11 stages from Python & FastAPI to multi-agent systems, MCP, RAG, Docker, and context engineering

    HTML
    • a2a
    • agentic-ai
    • ai
    • containerization
    • llm
    githubRessourcegemessenes Wachstum
    1GitHub-Sternestabil
  12. 12

    awesome-agentic-ai

    MCP
    AktivQuelle öffnen ↗

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

    Lizenz: CC0-1.0
    • a2a
    • agent-framework
    • agentic-ai
    • ai-agents
    • ai-engineering
    githubRessourcegemessenes Wachstum
    2GitHub-Sternestabil
  13. 13

    spring-ai-recipes-learning

    Agent
    AktivQuelle öffnen ↗

    Spring AI 实战教程 🚀 ChatClient → RAG → MCP → Agent → A2A，24 个手写模块循序渐进（Spring Boot 4.1 + Spring AI 2.0 + Java 21）

    Java
    • a2a
    • ai-agent
    • chatclient
    • gradle
    • java
    githubRessourcegemessenes Wachstum
    3GitHub-Sternestabil
  14. 14

    azure-openai-llm-notes

    Skill
    AktivQuelle öffnen ↗

    A curated collection of resources for 🌌 Azure OpenAI, 🦙 LLMs (+RAG, Agents). Monthly Updates.

    Python
    • agent
    • agent-framework
    • agent-skills
    • ai-engineering
    • ai-tools
    github

    Installieren git clone https://github.com/kimtth/azure-openai-llm-notes ~/.claude/skills/azure-openai-llm-notes

    Ressourcegemessenes Wachstum
    410GitHub-Sternestabil
  15. 15

    agent-systems-handbook

    Agent
    AktivQuelle öffnen ↗

    A practical AI agents handbook covering agent systems, agentic workflows, LangGraph, MCP/A2A, context engineering, agent memory, evaluation, observability, and multi-agent architecture. Current trend focus: Gemini Interactions API and…

    MDX
    • a2a
    • agent-framework
    • agent-memory
    • agentic-ai
    • agentic-workflow
    githubRessourcegemessenes Wachstum
    316GitHub-Sterne-1 (-0.32 %)
  16. 16

    ai-engineering-hub

    Agent
    AktivQuelle öffnen ↗

    A collection of LLM-powered Real-World applications and projects

    PythonLizenz: MIT
    • a2a
    • agentic-rag
    • agents
    • ai-agents
    • docker
    githubRessourcegeschätztes Momentum
    0GitHub-Sterne·
  17. 17

    ai-engineering-hub

    Agent
    AktivQuelle öffnen ↗

    In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

    Jupyter NotebookLizenz: MIT
    • agents
    • ai
    • llms
    • machine-learning
    • mcp
    githubRessourcegemessenes Wachstum
    37 263GitHub-Sterne+19 (+0.05 %)
  18. 18

    awesome-agents

    Agent
    RuhendQuelle öffnen ↗

    50+ AI agent apps you can actually run — MCP, A2A, LangGraph, SAP, RAG, and multi-agent patterns

    • a2a
    • ai-agents
    • anthropic
    • awesome-list
    • langchain
    githubRessourcegeschätztes Momentum
    0GitHub-Sterne·