qmd-cliSearch and retrieve markdown documents from local knowledge bases using qmd. Supports BM25 keyword search, vector semantic search, and hybrid search with LLM re-ranking. Use for querying indexed notes, documentation, meeting transcripts, and any markdown-based knowledge. Requires qmd CLI installed (bun install -g https://github.com/tobi/qmd).
Install via ClawdBot CLI:
clawdbot install dpaluy/qmd-cliGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/tobi/qmdAudited Apr 16, 2026 · audit v1.0
Generated Mar 1, 2026
Software development teams use qmd to quickly find relevant sections in extensive internal documentation, such as API guides or architecture decisions. The hybrid search with LLM re-ranking helps locate conceptual information when exact keywords are unknown, improving developer productivity during debugging or feature implementation.
Project managers index meeting notes and transcripts to retrieve past discussions on specific topics like project timelines or stakeholder feedback. The vector semantic search enables finding related conversations based on meaning, aiding in decision-making and ensuring continuity across meetings.
Researchers and students use qmd to search through personal markdown notes on literature reviews, experiments, or hypotheses. The BM25 keyword search allows fast lookup of known terms, while hybrid queries help connect disparate ideas across notes for synthesis and paper writing.
Support teams or HR departments utilize qmd to access indexed company policies, FAQs, or procedural guides. The ability to restrict searches to specific collections ensures relevant results, speeding up response times for employee inquiries and reducing reliance on manual searches.
Content creators and technical writers index markdown drafts and reference materials to find related content or avoid duplication. The multi-get command facilitates batch retrieval of documents for editing or consolidation, streamlining content production workflows.
Offer a free tier for individual users with basic search capabilities and limited collections, while charging teams or enterprises for advanced features like higher query limits, priority support, and enhanced LLM re-ranking. Revenue is generated through monthly subscriptions based on usage and number of users.
Sell licenses to organizations requiring data privacy and control, such as healthcare or finance, for self-hosted deployments of qmd with full customization. Revenue comes from one-time license fees or annual maintenance contracts, including updates and technical support for integration with existing systems.
Monetize by providing qmd as an API service or through the MCP server for seamless integration into third-party tools like chatbots or project management software. Revenue is generated via API call pricing tiers or custom development fees for tailored integrations, targeting developers and platform builders.
💬 Integration Tip
Integrate qmd via its MCP server to expose search tools directly in AI assistants or development environments, ensuring structured JSON output for easy parsing and automation in workflows.
Scored Apr 19, 2026
Manage a personal knowledge base by adding, searching, organizing, and reviewing articles, links, and notes with tags and natural language queries.
Generate a daily work report by automatically discovering all git repositories the user worked on, collecting commit logs across all branches, and summarizin...
日记引导助手。每日写作引导、感恩日记、反思日记、晨间日记、晚间总结、周总结模板。Journal prompts for daily writing, gratitude, reflection, morning pages, evening review, weekly summary. 日记、写作、反思、感恩。
Use when maintaining RDR2 (Red Dead Redemption 2) playthrough notes — logging an acquisition ("acquired X", "got N gold bars", "finished X"), answering in-game location/crafting questions, or reviewing the notes for duplicate or stale info. Triggers on RDR2, Red Dead Redemption, playthrough, legendary animal, talisman, trinket, valerian root, gold bar, horse, weapon, berry.
Use when a sales rep already has a customer who has expressed some need (from outreach follow-up, account-landing research, customer-initiated contact, or meeting notes) and needs to structurally validate whether that need is real, urgent, whose pain it actually is, and whether it matches the team's capability — before pushing to ROI proofing or buying-intent assessment. Triggers: '验证一下这个需求是不是真的', '需求真不真', '客户说痛但我不确定', '这个客户值不值得跟', '客户说会考虑但是真的吗', '谁拍板', '现有方案是什么', '切换成本', 'need validation', 'pain point validation', 'is this a real need', 'verify customer need'. Do NOT use for: scoring leads at line-item level, building target-customer profiles, calculating ROI, overall buying-intent scoring, opportunity-stage assessment, or writing outreach/cold messages.
Microsoft OneNote integration. Manage Notebooks. Use when the user wants to interact with Microsoft OneNote data.