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 agentmods add commands/faxtom/notebooklm-mcp/releasegit clone --depth 1 https://github.com/Faxtom/notebooklm-mcpWhat 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 | $0.00000 | $0.00615 |
| Opus 5 | $0.00000 | $0.00308 |
| Sonnet 5 | $0.00000 | $0.00123 |
| Haiku 4.5 | $0.00000 | $0.00061 |
Grade A, and why
release 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 yesterday.
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 release — 0 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 — 71 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Release a new version of notebooklm-mcp-2026 to PyPI.
Instructions
You are automating the release process for the notebooklm-mcp-2026 Python package. Follow these steps in order. If any step fails, stop immediately and report the error — do NOT proceed to later steps.
Step 1: Pre-flight checks
Run these in parallel:
ruff check src/ tests/— lint must passpytest -v --tb=short— all tests must passgit status— working tree must be clean (no uncommitted changes). If there are uncommitted changes, stop and ask the user to commit or stash them first.gh auth status— GitHub CLI must be authenticated
If any check fails, stop and report the issue.
Step 2: Determine version
Read the current version from pyproject.toml (the version field under [project]).
Ask the user what kind of bump they want:
- patch (e.g. 0.1.2 → 0.1.3) — bug fixes, small changes
- minor (e.g. 0.1.2 → 0.2.0) — new features, non-breaking
- major (e.g. 0.1.2 → 1.0.0) — breaking changes
Compute the new version number. Show the user: Current: X.Y.Z → New: A.B.C and confirm before proceeding.
Step 3: Bump version
Edit pyproject.toml and change the version field to the new version.
Step 4: Commit and tag
git add pyproject.toml
git commit -m "Release v{NEW_VERSION}"
git tag v{NEW_VERSION}
Step 5: Push
git push origin master
git push origin v{NEW_VERSION}
Note: The main branch is master. Push both the commit and the tag.
Step 6: Create GitHub release
gh release create v{NEW_VERSION} --title "v{NEW_VERSION}" --generate-notes
Step 7: Watch pipeline
Run gh run watch to monitor the CI + publish pipeline. Wait for it to complete.
If the pipeline fails:
- Report the failure
- Do NOT delete the tag or release automatically — ask the user what they want to do
Step 8: Verify
Run gh run list --limit 3 to confirm the release workflow succeeded.
Tell the user:
- The new version
v{NEW_VERSION}has been released - PyPI page: https://pypi.org/project/notebooklm-mcp-2026/{NEW_VERSION}/
- GitHub release: the URL from
gh release view v{NEW_VERSION} --json url
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.
- yesterday First seen · 71 lines · 0 tokens per session scan A 73a231d36e84
release is a command published in the GitHub repository Faxtom/notebooklm-mcp (0 stars, last pushed 1mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 615 tokens. A static security scan graded it A with 0 findings. It is 100% identical to release, differing in 0 lines, and is treated as a copy.
Other commands, from other repositories
git
Git operations with intelligent commit messages and workflow optimization.
checklist
Generate a custom checklist for the current feature based on user requirements.
clarify
Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec.
specify
Create or update the feature specification from a natural language feature description.
analyze
Perform a non-destructive cross-artifact consistency and quality analysis across spec.md, plan.md, and tasks.md after task generation.
constitution
Create or update the project constitution from interactive or provided principle inputs.