Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/MichelKerkmeester/skilled-agent-harness_spec-driven-loopsnpx agentmods add skills/michelkerkmeester/skilled-agent-harness_spec-driven-loops/mcp-obsidianWrote 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/michelkerkmeester/skilled-agent-harness_spec-driven-loops/mcp-obsidian)<a href="https://agentmods.dev/skills/michelkerkmeester/skilled-agent-harness_spec-driven-loops/mcp-obsidian"><img src="https://agentmods.dev/badge/skills/michelkerkmeester/skilled-agent-harness_spec-driven-loops/mcp-obsidian/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/michelkerkmeester/skilled-agent-harness_spec-driven-loops/mcp-obsidian"><img src="https://agentmods.dev/badge/skills/michelkerkmeester/skilled-agent-harness_spec-driven-loops/mcp-obsidian.svg" alt="Reviewed on agentmods" width="80" 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 | $0.13240 |
| Opus 5 | $0.00000 | $0.06620 |
| Sonnet 5 | $0.00000 | $0.02648 |
| Haiku 4.5 | $0.00000 | $0.01324 |
Grade C, and why
mcp-obsidian scanned grade C with 1 finding 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 6d 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.
Hidden instructionshighPrompt injection
Directives inside HTML comments, invisible characters or bidirectional overrides are read by the model and not by the person reviewing the file.
<!-- keywords: obsidian, obsidian vault, notesmd-cli, obsidian-mcp, note management, markdown notes, local rest api, health-md, health data, iconic, icon rules, iconic rulebook, icon automation, file icons, folder icons, How it starts
The opening of the file, as written. The whole thing — 881 lines — stays where its author put it; the contents beside it link to each section on GitHub.
mcp-obsidian Skill
The skill that makes AI use inside Obsidian effective. It operates notes and vaults through three surfaces (headless notesmd-cli, the app-backed official obsidian CLI, and the cyanheads MCP) and knows the twelve plugin and theme file formats at the file layer, so an agent can read, write, search, and extend what the vault contains without guessing.
1. WHEN TO USE
Activation Triggers (explicit user phrases)
- "obsidian", "obsidian vault", "notesmd-cli", "obsidian-mcp", "mcp-obsidian"
- "note", "notes", "markdown note", "daily note", "vault"
- "create a note", "open a note", "search notes", "search my vault"
- "add a tag to a note", "manage frontmatter", "delete a note", "move a note"
- "obsidian plugin", "make.md", "make-md", "obsidian tables", "brat"
- "health", "health data", "apple health", "health chart", "health-md", "health.md"
- "iconic", "icons", "icon color", "file icons", "folder icons", "icon rules", "iconic rulebook", "iconic ruleset", "iconic data json", "icon automation"
- "local rest api", "obsidian api key"
Automatic Triggers (keyword patterns)
notesmd-cliorobsidian(the CLI binary) appears in the requestobsidian+ any action verb (create, open, search, list, print, move, delete, tag)- "vault" in a note-management context
- "daily note" or "note frontmatter" in a personal-knowledge context
- MCP tool names:
obsidian_get_note,obsidian_write_note,obsidian_search_notes
What ships with it
60 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- assets/brat-data-entry.example.json 695 B
- assets/plugins/charts/charts-block.example.md 2.7 KB
- assets/plugins/dataview/dataview-metadata.example.md 2.7 KB
- assets/plugins/dataview/dataview-query.example.md 2.8 KB
- assets/plugins/git/git-commands.example.md 2.5 KB
- assets/plugins/git/git-settings.example.json 1.6 KB
- assets/plugins/health-md/health-viz-blocks.example.md 1.6 KB
- assets/plugins/health-md/healthmd-export.example.json 651 B
- assets/plugins/iconic/iconic-rules.example.json 1.1 KB
- assets/plugins/iconic/iconic-rules.full.json 23 KB
- assets/plugins/iconic/iconic-rules.full.md 6.3 KB
- assets/plugins/obsidian-tables/example.table.md 4.0 KB
- assets/plugins/outliner/outliner-settings.example.json 272 B
- assets/plugins/outliner/outliner-settings.partial.example.json 40 B
- assets/workflows.md 7.1 KB
- changelog/v0.1.0.0.md 4.9 KB
- changelog/v0.10.0.0.md 3.7 KB
- changelog/v0.11.0.0.md 1.9 KB
- changelog/v0.12.0.0.md 2.1 KB
- changelog/v0.13.0.0.md 2.6 KB
- changelog/v0.14.0.0.md 2.5 KB
- changelog/v0.17.0.0.md 1.8 KB
- changelog/v0.18.0.0.md 3.7 KB
- changelog/v0.19.0.0.md 5.2 KB
- changelog/v0.2.0.0.md 4.4 KB
- changelog/v0.20.0.0.md 6.0 KB
- changelog/v0.21.0.0.md 4.3 KB
- changelog/v0.22.0.0.md 3.9 KB
- changelog/v0.23.0.0.md 7.8 KB
- changelog/v0.3.0.0.md 1.6 KB
- changelog/v0.4.0.0.md 1.8 KB
- changelog/v0.5.0.0.md 2.0 KB
- changelog/v0.6.0.0.md 3.1 KB
- changelog/v0.7.0.0.md 2.9 KB
- changelog/v0.8.0.0.md 5.3 KB
- changelog/v0.9.0.0.md 2.1 KB
- examples/headless-notes-workflow.sh 5.8 KB runs code
- examples/mcp-roundtrip.sh 6.9 KB runs code
- examples/official-cli-workflow.sh 6.8 KB runs code
- examples/README.md 11 KB
- feature-catalog/cli/add-vault.md 2.0 KB
- feature-catalog/cli/create-note.md 2.3 KB
- feature-catalog/cli/delete-note.md 2.1 KB
- feature-catalog/cli/edit-frontmatter.md 2.1 KB
- feature-catalog/cli/list-vaults.md 1.9 KB
- feature-catalog/cli/move-note.md 2.1 KB
- feature-catalog/cli/open-daily-note.md 2.1 KB
- feature-catalog/cli/open-note-or-vault.md 2.5 KB
- feature-catalog/cli/register-cli.md 2.4 KB
- feature-catalog/cli/remove-vault.md 2.0 KB
- feature-catalog/cli/search-note-content.md 2.0 KB
- feature-catalog/cli/search-note-names.md 2.0 KB
- feature-catalog/cli/set-default-vault.md 2.0 KB
- feature-catalog/cli/uri-actions.md 2.5 KB
- feature-catalog/FEATURE-CATALOG.md 10 KB
- feature-catalog/mcp/additional-tools-verify.md 2.5 KB
- feature-catalog/mcp/delete-note.md 2.1 KB
- feature-catalog/mcp/get-note.md 2.2 KB
- feature-catalog/mcp/manage-tags.md 2.2 KB
- feature-catalog/mcp/search-notes.md 2.1 KB
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.
- 6d ago Changed 0adb4035d1f0
- 8d ago First seen · 881 lines · 0 tokens per session scan C 824033d54627
mcp-obsidian is a skill published in the GitHub repository MichelKerkmeester/skilled-agent-harness_spec-driven-loops (35 stars, last pushed yesterday), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 13,240 tokens. A static security scan graded it C with 1 finding (hidden instructions). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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