max-qmdLocal search/indexing CLI (BM25 + vectors + rerank) with MCP mode.
Install via ClawdBot CLI:
clawdbot install sonnenberglauramarie-afk/max-qmdInstall qmd (node):
Install qmd (node)Requires:
Grade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://tobi.lutke.comAudited Apr 17, 2026 · audit v1.0
Generated Mar 22, 2026
Software development teams can index their internal documentation, code comments, and markdown files to enable quick retrieval of relevant information. This improves onboarding and reduces time spent searching for technical details across distributed repositories.
Researchers and students can index academic papers, notes, and PDFs to perform hybrid searches combining keyword matching and semantic understanding. This aids in literature reviews and finding related work efficiently without manual scanning.
Law firms can use this tool to index case files, contracts, and legal precedents for fast retrieval using both exact terms and contextual queries. It helps paralegals and attorneys quickly reference past cases and clauses during case preparation.
Content creators and marketers can index blog posts, drafts, and media files to search for inspiration or reuse content snippets. The hybrid search ensures they find both exact phrases and conceptually related materials to streamline content production.
IT departments can index troubleshooting guides, FAQs, and system documentation to provide quick answers to support tickets. The MCP mode allows integration with chat interfaces for automated assistance in resolving common technical issues.
Offer a cloud-hosted version of qmd with enhanced features like team collaboration, advanced analytics, and premium support. Target small to medium businesses needing scalable document search without managing infrastructure.
Sell on-premise licenses to large organizations with strict data privacy requirements, providing customization, integration support, and dedicated training. Focus on industries like finance or healthcare where local data control is critical.
Provide a free open-source version for individual use, with paid upgrades for advanced features such as priority indexing, API access, and commercial plugins. Monetize through a marketplace for extensions and professional services.
💬 Integration Tip
Ensure Ollama is running locally for embeddings, and use the MCP mode to integrate with AI agents or chat platforms for seamless search workflows.
Scored Jun 19, 2026
Real-time search engine supporting web search, vertical domain search, parallel batch search, and URL content extraction.
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Process multiple items with progress tracking, checkpointing, and failure recovery.
cad reference tool
Search, install, and create OpenClaw skills using intelligent matching across built-in, local, and GitHub skill repositories.
Use when building CLI tools, implementing argument parsing, or adding interactive prompts. Invoke for CLI design, argument parsing, interactive prompts, progress indicators, shell completions.