Die Werkzeugbeschreibungen sind auf Englisch.
RAG und Suche
Retrieval, Vektordatenbanken, Embeddings und semantische Suche.
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Werkzeug-Rangliste
Nach gemessenem Wachstum und quellenübergreifend normalisiert sortiert. Rohwerte behalten ihr eigenes Zeitfenster; eine Änderung erfordert mindestens zwei Messungen in 7 Tagen.
- 1Aktiv
Local Memory
MCPPersistent local AI memory. SQLite + FTS5 + vector search, knowledge graph. No cloud, no API keys.
mcpgemessenes WachstumQuelle öffnen ↗
Installieren
claude mcp add local-memory-mcp -- npx @studiomeyer/local-memory-mcp11GitHub-Sternestabil - 2Aktiv
Code intelligence MCP server — impact analysis, semantic search, dependency graphs
mcpgemessenes WachstumQuelle öffnen ↗
Installieren
claude mcp add flyto-indexer -- uvx flyto-indexer4GitHub-Sternestabil - 3Aktiv
Historical chart-pattern intelligence for AI agents. 25M+ embeddings, 19K+ symbols, 10y history.
mcpgemessenes WachstumQuelle öffnen ↗
Installieren
claude mcp add chart-library -- uvx chartlibrary-mcp20GitHub-Sternestabil - 4Aktiv
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 - 5Aktiv
Semantic search over IMAGIN.studio API documentation — CDN, API, integration guides, and more.
mcpgemessenes WachstumQuelle öffnen ↗
Installieren
claude mcp add api-docs-mcp -- uvx imagin-studio-api-docs-mcp1GitHub-Sternestabil - 6Aktiv
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 - 7Ruhend
Embgrep
MCPLocal semantic search — embedding-powered grep for files, zero external services.
mcpgemessenes WachstumQuelle öffnen ↗
Installieren
claude mcp add embgrep -- uvx embgrep0GitHub-Sternestabil - 8Ruhend
30 GPU-powered AI services as MCP tools. LLM, image, video, audio, embeddings & more.
mcpgemessenes WachstumQuelle öffnen ↗
Installieren
claude mcp add gpu-bridge -- npx @gpu-bridge/mcp-server2GitHub-Sternestabil - 9Ruhend
gigachat-mcp
MCPMCP server for GigaChat — AI chat, embeddings, image generation (Russia)
mcpgemessenes WachstumQuelle öffnen ↗
Installieren
claude mcp add gigachat-mcp -- npx @theyahia/gigachat-mcp0GitHub-Sternestabil - 10Aktiv
BM25 search + tree navigation over markdown docs for AI agents. No embeddings, no LLM calls.
mcpgemessenes WachstumQuelle öffnen ↗
Installieren
claude mcp add doctree-mcp -- npx doctree-mcp1GitHub-Sternestabil - 11Aktiv
Distillery
MCPKnowledge base for Claude Code with semantic search, feed intelligence, and teams
mcpgemessenes WachstumQuelle öffnen ↗
Installieren
claude mcp add distillery-mcp -- uvx distillery-mcp24GitHub-Sternestabil - 12Aktiv
Turn any OpenAPI spec into an executable agent interface using graphs and semantic search.
mcpgemessenes WachstumQuelle öffnen ↗
Installieren
claude mcp add jitapi -- uvx jitapi7GitHub-Sternestabil - 13Ruhend
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 - 14Aktiv
Minimal RAG-over-a-corpus MCP retrieval: search_knowledge returns cited chunks. Local embeddings.
mcpgemessenes WachstumQuelle öffnen ↗
Installieren
claude mcp add rag-mcp -- uvx jaimenbell-rag-mcp0GitHub-Sternestabil - 15Ruhend
Knowledge API for AI agents — content, agent directory, model benchmarks, semantic search.
mcpgemessenes WachstumQuelle öffnen ↗
Installieren
claude mcp add voidfeed-mcp -- npx voidfeed-mcp0GitHub-Sternestabil - 16Ruhend
Local FAISS vector database for RAG with document ingestion, semantic search, and MCP prompts.
mcpgemessenes WachstumQuelle öffnen ↗
Installieren
claude mcp add local-faiss-mcp -- uvx local-faiss-mcp33GitHub-Sternestabil - 17Aufgegeben
MCP server for YandexGPT — completions, embeddings, classification, summarization (Russia)
mcpgemessenes WachstumQuelle öffnen ↗
Installieren
claude mcp add yandexgpt-mcp -- npx @theyahia/yandexgpt-mcp0GitHub-Sternestabil - 18Aktiv
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 602GitHub-Sterne+387 (+0.60 %) - 19Aktiv
supabase
SonstigeThe Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.
githubgemessenes WachstumQuelle öffnen ↗
108 763GitHub-Sterne+260 (+0.24 %) - 20Aktiv
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 768GitHub-Sterne+142 (+0.58 %) - 21Aktiv
LLMVault
SonstigeAn intentionally vulnerable OWASP LLM Top 10 training platform for AI Security, Prompt Injection, RAG Security, Agent Security, and GenAI penetration testing.
githubgemessenes WachstumQuelle öffnen ↗
311GitHub-Sterne+6 (+2.0 %) - 22Aktiv
quivr
BibliothekOpiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you…
githubgemessenes WachstumQuelle öffnen ↗
39 475GitHub-Sterne+37 (+0.09 %) - 23Aktiv
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 271GitHub-Sterne+567 (+0.37 %) - 24Aktiv
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 347GitHub-Sterne+116 (+0.34 %)
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 793GitHub-Sterne+1 057 (+0.78 %)