openviking-skillRAG and semantic search via OpenViking Context Database MCP server. Query documents, search knowledge base, add files/URLs to vector memory. Use for document Q&A, knowledge management, AI agent memory, file search, semantic retrieval. Triggers on "openviking", "search documents", "semantic search", "knowledge base", "vector database", "RAG", "query pdf", "document query", "add resource".
Install via ClawdBot CLI:
clawdbot install zaynjarvis/openviking-skillGrade Good — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
http://localhost:2033/mcpAudited May 10, 2026 · audit v1.0
Generated May 10, 2026
Organizations can use OpenViking as a central knowledge base to query internal documents like reports, policies, and manuals. Employees ask questions in natural language and receive precise answers with citations, improving productivity and decision-making.
AI agents can store conversation history, learned facts, and user preferences as vector memory in OpenViking. This enables persistent, context-aware interactions across sessions without retraining.
Researchers can add papers, articles, and URLs to OpenViking's knowledge base, then perform semantic searches to find relevant information quickly. The RAG pipeline can also generate summaries of retrieved content.
Law firms can index contracts, case law, and statutes in OpenViking for fast semantic retrieval. Lawyers can ask specific legal questions and get relevant precedents verbatim.
Support teams can load product manuals, FAQs, and troubleshooting guides into OpenViking, then surface answers to customer queries via a chat interface. This reduces response time and improves consistency.
Offer OpenViking as a hosted service with tiered pricing based on storage size, number of queries, and users. Include premium support and custom model integration.
License OpenViking for on-premise deployment with additional features like SSO, audit logs, and dedicated support. Ideal for enterprises with strict data residency requirements.
Provide consulting services to help clients integrate OpenViking with existing systems, build custom skills, and optimize RAG pipelines. Charge per project or hourly.
💬 Integration Tip
Start by running the init script to set up OpenViking, then configure API keys from Volcengine Ark. Use the MCP server to connect with any MCP-compatible client, like Claude.
Scored May 10, 2026
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