Die Werkzeugbeschreibungen sind auf Englisch.
RAG und Suche
Retrieval, Vektordatenbanken, Embeddings und semantische Suche.
Anwendungsfall
Aktivität
Sortieren nach
112
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
Idencify
MCPWhole-repo code graph for AI agents: impact analysis, dead code, cycles, semantic search — 14 tools.
mcpgemessenes WachstumQuelle öffnen ↗
Remote-Server, in der MCP-Konfiguration anzugeben
https://mcp.idencify.com/mcp0GitHub-Sternestabil - 2Aktiv
Local semantic search over your Obsidian vault - always fresh, never reindex.
mcpgemessenes WachstumQuelle öffnen ↗
Installieren
claude mcp add freshvault -- npx freshvault0GitHub-Sternestabil - 3Aktiv
garnet-mcp
MCPRAG memory for LLM agents over Garnet Vector Sets: store text as embeddings, recall by meaning.
mcpgemessenes WachstumQuelle öffnen ↗
0GitHub-Sternestabil - 4Aktiv
Automate Claude AI interactions with custom hotkeys, memory manipulation tools, and configurable settings for improved workflow performance.
githubgemessenes WachstumQuelle öffnen ↗
Installieren
/plugin marketplace add Untechnical-headwind100/Claude-AI-Unlimited-Tool-20260GitHub-Sternestabil - 5Aktiv
Laravel AI skills that actually know when to stay out of the way. 72 focused skills, smarter sparse routing, automatic project memory, and better specialist selection for Codex, Claude Code, and other AI coding assistants.
githubgemessenes WachstumQuelle öffnen ↗
Installieren
git clone https://github.com/soden46/syarif-laravel-ai-skills ~/.claude/skills/syarif-laravel-ai-skills4GitHub-Sternestabil - 6Aktiv
Graph context, semantic search, guarded edits, and reviewable Git for local Obsidian vaults.
mcpgemessenes WachstumQuelle öffnen ↗
Installieren
claude mcp add obsidian-everywhere -- npx obsidian-everywhere13GitHub-Sternestabil - 7Aktiv
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 %) - 8Aktiv
deja-vu
MCPSearch your past AI coding sessions — Claude Code, Codex, Cursor and 17 more. Indexes the session history they already wrote to disk, including months from before you installed it, and recalls it in any of them. No LLM, no embeddings, one…
githubgemessenes WachstumQuelle öffnen ↗
742GitHub-Sterne+11 (+1.5 %) - 9Aktiv
Basque Country hyperlocal mobility: ES/EU semantic search, routing, open-data POIs, peak-bagging.
mcpgemessenes WachstumQuelle öffnen ↗
Remote-Server, in der MCP-Konfiguration anzugeben
https://gaizkajimenez.com/mcp0GitHub-Sternestabil - 10Aktiv
cyber-ai-team
AgentSelf-hosted AI company OS for solo founders: autonomous agents, ERPNext business memory, and owner-visible governance.
githubgemessenes WachstumQuelle öffnen ↗
9GitHub-Sternestabil - 11Aktiv
llmwiki-docs
SonstigeGitHub Pages documentation portal for LLM Wiki-style knowledge source tools.
githubgemessenes WachstumQuelle öffnen ↗
0GitHub-Sternestabil - 12Aktiv
llmwiki-chat
SonstigeBrowser workbench for querying Markdown/wiki knowledge sources through agent runtime, MCP-style, and A2A-style flows.
githubgeschätztes MomentumQuelle öffnen ↗
0GitHub-Sterne— - 13Aktiv
llmwiki-serve
SonstigeServe local Markdown/wiki knowledge folders as agent-readable HTTP, MCP-style, and A2A-style context.
githubgemessenes WachstumQuelle öffnen ↗
6GitHub-Sternestabil - 14Aktiv
my-wiki
SkillLocal-first AI knowledge app and Agent Skill with evidence-backed Wiki, an interactive knowledge universe, Viki Q&A, and shareable knowledge galaxies.
githubgemessenes WachstumQuelle öffnen ↗
Installieren
git clone https://github.com/NimaChu/my-wiki ~/.claude/skills/my-wiki123GitHub-Sternestabil - 15Aktiv
Calibre ebook library server: search, read content, curate metadata, semantic search, gated writes.
mcpgemessenes WachstumQuelle öffnen ↗
Installieren
claude mcp add calibre-mcp -- npx calibre-mcp12GitHub-Sterne+2 (+20.0 %) - 16Aktiv
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 - 17Aktiv
ruvnet-brain
MCPRuvNet Brain — a downloadable, source-grounded brain for Claude Code over Reuven Cohen's (rUv's) RuvNet stack: RuVector/RVF, Ruflo, AgentDB, RuLake, SPARC + 21 building blocks. Grounds Claude in real source via one MCP tool (search_ruvnet),…
githubgemessenes WachstumQuelle öffnen ↗
64GitHub-Sternestabil - 18Aktiv
Suggests a relevant xkcd comic during a conversation, via semantic search over every comic.
mcpgemessenes WachstumQuelle öffnen ↗
Remote-Server, in der MCP-Konfiguration anzugeben
https://xkcdai.onrender.com/mcp0GitHub-Sternestabil - 19Aktiv
llm-wiki-newsroom
SkillHarness engineering applied to knowledge production: a self-evolving multi-agent newsroom that turns your documents into a cross-linked markdown wiki. A "reground" loop pulls published pages back in before they go stale — writer ≠ reviewer,…
githubgemessenes WachstumQuelle öffnen ↗
Installieren
git clone https://github.com/alfadur7/llm-wiki-newsroom ~/.claude/skills/llm-wiki-newsroom80GitHub-Sterne+1 (+1.3 %) - 20Aktiv
The 21 agentic design patterns, distilled to concepts (no code) — a design-phase reference for building AI agents. Works as a Claude Code skill.
githubgemessenes WachstumQuelle öffnen ↗
7GitHub-Sternestabil - 21Aktiv
MindMemOS
Skillgithubgemessenes WachstumQuelle öffnen ↗
Installieren
git clone https://github.com/mindscale-noah/MindMemOS ~/.claude/skills/MindMemOS970GitHub-Sterne+12 (+1.3 %) - 22Aktiv
a2a-banking-agents
AgentMulti-agent banking customer service system built on the A2A protocol. A2A Net Hackathon.
githubgemessenes WachstumQuelle öffnen ↗
0GitHub-Sternestabil - 23Aktiv
ai-memory-vault
SkillGive your AI a real, persistent memory. The open-source system plus templates that turn an Obsidian vault into your AI's working memory. No vector database, just markdown.
githubgemessenes WachstumQuelle öffnen ↗
Installieren
git clone https://github.com/jaredrhod/ai-memory-vault ~/.claude/skills/ai-memory-vault605GitHub-Sterne+13 (+2.2 %) - 24Aktiv
Reddit & X data for AI agents over MCP. Semantic search, hosted, no Reddit API.
mcpgemessenes WachstumQuelle öffnen ↗
Remote-Server, in der MCP-Konfiguration anzugeben
https://api.prowlo.com/mcp0GitHub-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 ↗
ai-agent-architecture
SonstigeBuild 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
githubRessourcegemessenes Wachstum46GitHub-Sternestabil