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Skills clawrag

ClawRAG Connector

install
source · Clone the upstream repo
git clone https://github.com/openclaw/skills
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/openclaw/skills "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/2dogsandanerd/clawrag" ~/.claude/skills/openclaw-skills-clawrag && rm -rf "$T"
OpenClaw · Install into ~/.openclaw/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/openclaw/skills "$T" && mkdir -p ~/.openclaw/skills && cp -r "$T/skills/2dogsandanerd/clawrag" ~/.openclaw/skills/openclaw-skills-clawrag && rm -rf "$T"
manifest: skills/2dogsandanerd/clawrag/SKILL.md
tags
#rag#vector-search#self-hosted#memory#documents#mcp
source content

ClawRAG Connector

The Brain for OpenClaw - Self-hosted RAG engine with hybrid search.

⚠️ This skill requires Docker. It connects OpenClaw to your local ClawRAG instance.

What is ClawRAG?

Production-ready RAG infrastructure that keeps your data local:

  • 🔒 Privacy-first: Vector DB runs on your machine
  • 🔍 Hybrid Search: Semantic + Keyword (BM25) + RRF ranking
  • 📄 Smart Ingestion: PDFs, Office docs, Markdown via Docling
  • 🧠 MCP-native: Seamless OpenClaw integration

Installation

Step 1: Start ClawRAG (Docker)

git clone https://github.com/2dogsandanerd/ClawRag.git
cd ClawRag
cp .env.example .env
docker compose up -d

Wait for http://localhost:8080/health to return OK.

Step 2: Connect OpenClaw

openclaw mcp add --transport stdio clawrag npx -y @clawrag/mcp-server

Verification

Test your setup:

curl http://localhost:8080/api/v1/rag/collections

Features

CapabilityDescription
Document UploadPDF, DOCX, TXT, MD via API or folder
Hybrid QueryVector similarity + keyword matching
CitationsSource tracking for all answers
Multi-CollectionOrganize knowledge by project

Requirements

  • Docker + Docker Compose
  • 4GB+ RAM (8GB recommended for local LLM)
  • Or: OpenAI/Anthropic API key for cloud LLM

Architecture

OpenClaw ◄──MCP──► @clawrag/mcp-server ◄──HTTP──► ClawRAG API (localhost:8080)
                                           │
                                           ▼
                                    ┌─────────────┐
                                    │  ChromaDB   │
                                    │  (vectors)  │
                                    └─────────────┘

Links

Tags

rag, vector, memory, search, documents, self-hosted, privacy, mcp, local-ai

Metadata für ClawHub-Upload:

FeldWert
Slug
clawrag
Display name
ClawRAG - Self-hosted RAG & Memory
Version
1.2.0
Tags
rag
, 
vector
, 
memory
, 
search
, 
documents
, 
self-hosted
, 
privacy
, 
mcp
, 
local-ai

Changelog für Version 1.2.0

1.2.0 - Initial ClawHub Release

  • Connector skill for OpenClaw integration
  • MCP server support (@clawrag/mcp-server v1.1.0)
  • Docker-first deployment
  • Hybrid search (Vector + BM25)