Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add Jarzembak/calibremcp --skill agentic_workflowgit clone --depth 1 https://github.com/Jarzembak/calibremcpWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/jarzembak/calibremcp/agentic_workflow)<a href="https://agentmods.dev/skills/jarzembak/calibremcp/agentic_workflow"><img src="https://agentmods.dev/badge/skills/jarzembak/calibremcp/agentic_workflow.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00000 | $0.00618 |
| Opus 5 | $0.00000 | $0.00309 |
| Sonnet 5 | $0.00000 | $0.00124 |
| Haiku 4.5 | $0.00000 | $0.00062 |
Grade A, and why
agentic_workflow scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
This is a copy
100% identical to agentic_workflow — 2 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 40 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Agentic Workflow
Description: Chain multiple CalibreMCP tools in one flow for discovery, search, and action. Supports FastMCP 3.4.2+ sampling for autonomous multi-step ebook processing, batch operations, and import pipelines.
Trigger Phrases
- "Automate [task] across my library"
- "Batch process all new books"
- "Set up an import pipeline for [folder]"
- "Find and fix [issue] in my library"
- "Process my Calibre library automatically"
Tools
manage_libraries(operation="list")— List available Calibre libraries.manage_libraries(operation="switch", library_name="...")— Switch active library context.query_books(search="...", tags=[...], authors=[...], sort="...", unread=True/False)— Structured book queries.calibre_metadata_search(query="...", top_k=10)— Semantic metadata search.search_fulltext(query="...")— Full-text content search.manage_viewer(operation="open", book_id=...)— Open book in Calibre viewer.manage_metadata(operation="show"/"update", book_id=...)— Read or modify book metadata.manage_tags(operation="add"/"remove", book_id=..., tags=[...])— Tag management.manage_analysis(operation="duplicates"/"health"/"reading_stats")— Library analysis tools.
Workflow
- Discover:
manage_libraries(operation="list")to identify the active library. Switch viamanage_libraries(operation="switch", library_name="...")if multi-library setup. - Search: Combine
query_bookswithcalibre_metadata_searchorsearch_fulltextdepending on intent. Use conversational returns (each tool returnssuccess,message, data dict) to decide next step. - Analyze: Run
manage_analysis()to detect duplicates, health issues, or reading patterns before taking action. - Act: Apply changes via
manage_metadata,manage_tags, or bulk operations. For books to read, chainmanage_viewer(operation="open")as final step. - Verify: Optionally re-run analysis to confirm changes took effect.
Batch Pipeline Pattern
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 7d ago First seen · 40 lines · 0 tokens per session scan A e724ba51fd91
agentic_workflow is a skill published in the GitHub repository Jarzembak/calibremcp (0 stars, last pushed 1mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 618 tokens. A static security scan graded it A with 0 findings. It is 100% identical to agentic_workflow, differing in 2 lines, and is treated as a copy.
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