openclaw/2dogsandanerd/clawrag
2dogsandanerd/clawrag/SKILL.md
# 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 integratio
$ install --global
skillsauthnpx skillsauth add openclaw/skills 2dogsandanerd/clawragInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 3, 2026, 6:36 AM175.5s1 file scanned
SKILL.md
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
| Capability | Description | |------------|-------------| | Document Upload | PDF, DOCX, TXT, MD via API or folder | | Hybrid Query | Vector similarity + keyword matching | | Citations | Source tracking for all answers | | Multi-Collection | Organize 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
- 📚 Full Docs: https://github.com/2dogsandanerd/ClawRag#readme
- 🔧 API Reference: http://localhost:8080/docs (when running)
- 🐛 Issues: https://github.com/2dogsandanerd/ClawRag/issues
- 📦 MCP Package: https://www.npmjs.com/package/@clawrag/mcp-server
Tags
rag, vector, memory, search, documents, self-hosted, privacy, mcp, local-ai
Metadata für ClawHub-Upload:
| Feld | Wert |
|------|------|
| 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)
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