Die Werkzeugbeschreibungen sind auf Englisch.
RAG und Suche
Retrieval, Vektordatenbanken, Embeddings und semantische Suche.
Anwendungsfall
Aktivität
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153
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
Local-first second brain with semantic search. Markdown notes indexed by a local ML model.
mcpgemessenes WachstumQuelle öffnen ↗
Installieren
claude mcp add memex -- npx @evan-moon/memex3GitHub-Sternestabil - 2Aktiv
book-to-skill
SkillTurn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.
githubgemessenes WachstumQuelle öffnen ↗
Installieren
git clone https://github.com/virgiliojr94/book-to-skill ~/.claude/skills/book-to-skill28 697GitHub-Sterne+1 343 (+4.9 %) - 3Ruhend
agent-as-a-tool
AgentAgent-as-a-Tool: An infinite-scale AI orchestration framework solving Tool Space Interference (TSI) via dynamic agent injection, RAG-based Agent Bank, and Zero-Trust execution using Google ADK.
githubgemessenes WachstumQuelle öffnen ↗
3GitHub-Sternestabil - 4Ruhend
ZKshare
MCPZKshare stdio MCP: store/prove/share, semantic search, sandbox proxy to HTTPS /api/v1/context.
mcpgemessenes WachstumQuelle öffnen ↗
Installieren
claude mcp add zkshare -- npx zkshare-mcp0GitHub-Sternestabil - 5Aktiv
Nalegalu MCP
MCPSemantic search over Polish law and case law, citing the exact in-force article.
mcpgemessenes WachstumQuelle öffnen ↗
Remote-Server, in der MCP-Konfiguration anzugeben
https://mcp.nalegalu.org/mcp7GitHub-Sternestabil - 6Aktiv
High-performance knowledge graph MCP server for AI coding agents with semantic search.
mcpgemessenes WachstumQuelle öffnen ↗
Installieren
claude mcp add lain -- npx @spuentesp/lain-mcp6GitHub-Sternestabil - 7Ruhend
real-estate-a2a
AgentFederated Multi-Agent Real Estate System using A2A Protocol | LangGraph Orchestration | RAG Pipeline | ChromaDB | Groq LLaMA 3.1
githubgemessenes WachstumQuelle öffnen ↗
0GitHub-Sternestabil - 8Aktiv
danwa
AgentAuditable multi-agent debate platform that uses AI agents to analyze, critique, and optimize arguments through structured deliberation.
githubgemessenes WachstumQuelle öffnen ↗
0GitHub-Sternestabil - 9Ruhend
Embgrep
MCPLocal semantic search — embedding-powered grep for files, zero external services.
mcpgemessenes WachstumQuelle öffnen ↗
Installieren
claude mcp add embgrep -- uvx embgrep0GitHub-Sternestabil - 10Aktiv
Obsidian MCP server: semantic search, knowledge graph, and vault editing. No plugin required.
mcpgemessenes WachstumQuelle öffnen ↗
Installieren
claude mcp add obsidian-brain -- npx obsidian-brain10GitHub-Sternestabil - 11Aktiv
webfetch
SkillOwn your LLM's web search: a local search->fetch->rank pipeline that replaces hosted web-search tools. Measured: matches hosted accuracy at 66% lower cost and up to 88% fewer tokens, plus a precision-tuned semantic caching with…
githubgemessenes WachstumQuelle öffnen ↗
Installieren
git clone https://github.com/firish/webfetch ~/.claude/skills/webfetch55GitHub-Sternestabil - 12Aktiv
graphify
SkillTurn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.
githubgemessenes WachstumQuelle öffnen ↗
Installieren
git clone https://github.com/Graphify-Labs/graphify ~/.claude/skills/graphify115 104GitHub-Sterne+2 400 (+2.1 %) - 13Aktiv
headroom
MCPCompress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
githubgemessenes WachstumQuelle öffnen ↗
69 050GitHub-Sterne+927 (+1.4 %) - 14Aktiv
claude-mem
SkillPersistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini,…
githubgemessenes WachstumQuelle öffnen ↗
Installieren
/plugin marketplace add thedotmack/claude-mem93 300GitHub-Sterne+625 (+0.67 %) - 15Aktiv
semantica
SonstigeGraph-Native Infrastructure for Context and Accountable AI Systems
githubgemessenes WachstumQuelle öffnen ↗
12 107GitHub-Sterne+689 (+6.0 %) - 16Aktiv
cocoindex
AgentIncremental engine for long horizon agents 🌟 Star if you like it!
githubgemessenes WachstumQuelle öffnen ↗
11 491GitHub-Sterne+56 (+0.49 %) - 17Aktiv
sim
SonstigeSim is the collaborative workspace to build, deploy, and monitor AI agents and workflows. Used by 100,000+ builders.
githubgemessenes WachstumQuelle öffnen ↗
29 555GitHub-Sterne+61 (+0.21 %)
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.
- 1RuhendQuelle öffnen ↗
Interactive roadmap for becoming an Agentic AI Engineer — 11 stages from Python & FastAPI to multi-agent systems, MCP, RAG, Docker, and context engineering
githubRessourcegemessenes Wachstum1GitHub-Sternestabil - 2AktivQuelle 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…
githubRessourcegemessenes Wachstum316GitHub-Sterne-1 (-0.32 %) - 3AktivQuelle öffnen ↗
Detect underpriced products by scraping deals and using AI models to estimate fair prices for profit opportunity identification.
githubRessourcegemessenes Wachstum1GitHub-Sternestabil - 4AktivQuelle öffnen ↗
ai-engineering-hub
AgentA collection of LLM-powered Real-World applications and projects
githubRessourcegeschätztes Momentum0GitHub-Sterne— - 5AktivQuelle öffnen ↗
claude-wiki
SkillOfficial Claude Documentation - Converted to 2000+ Markdown Files - All documentation sourced from first party sources- 24 categories - refreshed daily, multi-agent orchestration
githubInstallieren
Ressourcegemessenes Wachstum/plugin marketplace add johnzfitch/claude-wiki21GitHub-Sternestabil - 6AktivQuelle öffnen ↗
membrane
SkillA selective learning and memory substrate for agentic systems — typed, revisable, decayable memory with competence learning and trust-aware retrieval.
githubInstallieren
Ressourcegemessenes Wachstumgit clone https://github.com/BennettSchwartz/membrane ~/.claude/skills/membrane94GitHub-Sternestabil - 7AktivQuelle öffnen ↗
dspy-skills
SkillCollection of Claude Skills for DSPy framework - program language models, optimize prompts, and build RAG pipelines systematically
githubInstallieren
Ressourcegemessenes Wachstumgit clone https://github.com/OmidZamani/dspy-skills ~/.claude/skills/dspy-skills122GitHub-Sterne+1 (+0.83 %) - 8AktivQuelle öffnen ↗
ai-resources
SonstigeComprehensive collection of AI concepts, research findings, and practical implementations. From machine learning fundamentals to cutting-edge LLMs, agents, and emerging technologies.
githubRessourcegemessenes Wachstum1GitHub-Sternestabil