MCP Server Builder
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
Top-level skill for operating SiYuan Note through the Sisyphus MCP server.
Install Siyuan MCP Sisyphus
$ npx skills add yangtaihong59/siyuan-plugins-mcp-sisyphus --skill siyuan-mcp-sisyphus -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install yangtaihong59/siyuan-plugins-mcp-sisyphus siyuan-mcp-sisyphus --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/yangtaihong59/siyuan-plugins-mcp-sisyphus.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/siyuan-mcp/siyuan-mcp-sisyphus .claude/skills/siyuan-mcp-sisyphus && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "siyuan-mcp-sisyphus" agent skill from https://github.com/yangtaihong59/siyuan-plugins-mcp-sisyphus/tree/main/skills/siyuan-mcp/siyuan-mcp-sisyphus into .claude/skills/siyuan-mcp-sisyphus/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "siyuan-mcp-sisyphus", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/yangtaihong59/siyuan-plugins-mcp-sisyphus/tree/main/skills/siyuan-mcp/siyuan-mcp-sisyphusType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add yangtaihong59/siyuan-plugins-mcp-sisyphus --skill siyuan-mcp-sisyphus -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install yangtaihong59/siyuan-plugins-mcp-sisyphus siyuan-mcp-sisyphus --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yangtaihong59/siyuan-plugins-mcp-sisyphus.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/siyuan-mcp/siyuan-mcp-sisyphus .agents/skills/siyuan-mcp-sisyphus && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "siyuan-mcp-sisyphus" agent skill from https://github.com/yangtaihong59/siyuan-plugins-mcp-sisyphus/tree/main/skills/siyuan-mcp/siyuan-mcp-sisyphus into .agents/skills/siyuan-mcp-sisyphus/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "siyuan-mcp-sisyphus", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add yangtaihong59/siyuan-plugins-mcp-sisyphus --skill siyuan-mcp-sisyphus -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install yangtaihong59/siyuan-plugins-mcp-sisyphus siyuan-mcp-sisyphus --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yangtaihong59/siyuan-plugins-mcp-sisyphus.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/siyuan-mcp/siyuan-mcp-sisyphus .cursor/skills/siyuan-mcp-sisyphus && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "siyuan-mcp-sisyphus" agent skill from https://github.com/yangtaihong59/siyuan-plugins-mcp-sisyphus/tree/main/skills/siyuan-mcp/siyuan-mcp-sisyphus into .cursor/skills/siyuan-mcp-sisyphus/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "siyuan-mcp-sisyphus", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/yangtaihong59/siyuan-plugins-mcp-sisyphus.git --path skills/siyuan-mcp/siyuan-mcp-sisyphus--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add yangtaihong59/siyuan-plugins-mcp-sisyphus --skill siyuan-mcp-sisyphus -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install yangtaihong59/siyuan-plugins-mcp-sisyphus siyuan-mcp-sisyphus --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yangtaihong59/siyuan-plugins-mcp-sisyphus.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/siyuan-mcp/siyuan-mcp-sisyphus .gemini/skills/siyuan-mcp-sisyphus && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "siyuan-mcp-sisyphus" agent skill from https://github.com/yangtaihong59/siyuan-plugins-mcp-sisyphus/tree/main/skills/siyuan-mcp/siyuan-mcp-sisyphus into .gemini/skills/siyuan-mcp-sisyphus/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "siyuan-mcp-sisyphus", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install yangtaihong59/siyuan-plugins-mcp-sisyphus siyuan-mcp-sisyphusInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add yangtaihong59/siyuan-plugins-mcp-sisyphus --skill siyuan-mcp-sisyphus -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/yangtaihong59/siyuan-plugins-mcp-sisyphus.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/siyuan-mcp/siyuan-mcp-sisyphus .github/skills/siyuan-mcp-sisyphus && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "siyuan-mcp-sisyphus" agent skill from https://github.com/yangtaihong59/siyuan-plugins-mcp-sisyphus/tree/main/skills/siyuan-mcp/siyuan-mcp-sisyphus into .github/skills/siyuan-mcp-sisyphus/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "siyuan-mcp-sisyphus", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add yangtaihong59/siyuan-plugins-mcp-sisyphus --skill siyuan-mcp-sisyphus -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install yangtaihong59/siyuan-plugins-mcp-sisyphus siyuan-mcp-sisyphus --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yangtaihong59/siyuan-plugins-mcp-sisyphus.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/siyuan-mcp/siyuan-mcp-sisyphus .opencode/skills/siyuan-mcp-sisyphus && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "siyuan-mcp-sisyphus" agent skill from https://github.com/yangtaihong59/siyuan-plugins-mcp-sisyphus/tree/main/skills/siyuan-mcp/siyuan-mcp-sisyphus into .opencode/skills/siyuan-mcp-sisyphus/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "siyuan-mcp-sisyphus", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
siyuan-mcp-sisyphus- GitHub stars
- 116
- Token cost
- ~1.3k tokens
- SKILL.md length
- 589 words
- Files
- 2
- Skills in repo
- 30
- Repo updated
- First seen
- Licence
- MIT
At a glance
Top-level skill for operating SiYuan Note through the Sisyphus MCP server.
- Choose an aggregated tool
- SKILL.md covers Scenario routing, Tool choice, Operation risk before routing and Help without MCP Resources, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Discover action resources
What it does
Siyuan MCP Sisyphus is an agent skill from yangtaihong59/siyuan-plugins-mcp-sisyphus. Top-level skill for operating SiYuan Note through the Sisyphus MCP server. Use to choose an aggregated tool, discover action resources, route complex tasks to a scenario skill, and apply permissions and safety rules.
Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).
It sits in Agent Workflows, covering MCP servers. It works with Model Context Protocol. The repository describes itself as: 一个用于连接Agent与Siyuan的工具. The licence is MIT.
When your agent uses it
- Choose an aggregated tool
- Discover action resources
- Route complex tasks to a scenario skill
- Apply permissions and safety rules
Example prompts
- “/siyuan-mcp-sisyphus”
What it can do on your machine
Read from SKILL.md and the folder at commit d2ad534. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Siyuan MCP Sisyphus loads about 1.3k tokens when it runs. Until then it costs about 59 tokens; SKILL.md has 589 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from yangtaihong59/siyuan-plugins-mcp-sisyphus at commit d2ad534, republished under its MIT licence (© yangtaihong59). 589 words, ~1,277 tokens.
Download SKILL.mdSave it as
.claude/skills/siyuan-mcp-sisyphus/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- siyuan-mcp-sisyphus
- description
- Top-level skill for operating SiYuan Note through the Sisyphus MCP server. Use to choose an aggregated tool, discover action resources, route complex tasks to a scenario skill, and apply permissions and safety rules.
SiYuan Sisyphus with MCP
Use the narrowest scenario skill that matches the task. For unfamiliar fields, inspect siyuan://help/tool-overview and the relevant siyuan://help/action/{tool}/{action} resource before calling an action; live action help is the parameter-level source of truth.
Scenario routing
| Scenario | Skill |
|---|---|
| Browse notebooks, documents, paths, IDs, and blocks | siyuan-mcp-browse-read |
| Create documents or edit blocks | siyuan-mcp-create-edit |
| Fulltext, SQL, backlinks, references, and replacement | siyuan-mcp-search-query |
| Attribute views, columns, rows, and cells | siyuan-mcp-database |
| Assets, extraction, and exports | siyuan-mcp-file-export |
| Staged Markdown/database import and migration | siyuan-mcp-import-migration |
| Semantic SVG and visual asset embedding | siyuan-mcp-visual-assets |
| Tags, decks, cards, and review | siyuan-mcp-tag-flashcard |
| Timeline nodes, snapshot comparison, and rollback | siyuan-mcp-timeline |
| Permissions, system information, and dangerous operations | siyuan-mcp-system-safety |
| Extension package trust, compatibility, and lifecycle verification | siyuan-mcp-system-safety |
| Rich Markdown, math, diagrams, and SiYuan markup | siyuan-mcp-markup-guide |
Tool choice
Prefer fs for ordinary human-readable workspace paths. Use document or block for IDs, storage paths, metadata, or block-granular changes. Use av for real databases rather than Markdown tables. Use timeline for named snapshots, document diffs, and rollback. Low-complexity feedback and mascot actions need no separate scenario skill.
The CLI, a raw MCP payload, and an Agent-generated call are invocation forms, not proof that Sisyphus strict-write handling ran. For a protected mutation, follow the selected runtime's current help and returned safety fields. The documented preflight, single-attempt transport, idempotency, and readback guarantees apply only when the call is routed through the active Sisyphus write coordinator with strict mode enabled. Do not infer kernel-level compare-and-swap or parity with native SiYuan and third-party calls.
Operation risk before routing
Classify the requested operation before choosing a surface: R is read or discovery; W1 is an additive or local write; W2 changes structure, references, assets, or attribute-view data; W3 affects notebooks, imports, sync, history, or workspace-wide state. Use the narrowest surface and confirmation appropriate to the tier. Treat an undocumented or uncertain operation as the higher-risk tier until current action help and returned policy fields establish otherwise. This is routing discipline, not a replacement for the current action schema or safety policy.
system(action="get_version")notebook(action="list")fs(action="tree", path="/Notebook", maxDepth=3)fs(action="read", path="/Notebook/Folder/Doc", blockStart=0, blockLimit=50, tokenBudget=2000)Help without MCP Resources
The complete layout guide is available through the help action below, using the same content as the MCP layout resource. Never pass a help URI to the document read action.
fs(action="help", topic="ai-layout-guide")Show full SKILL.md (225 more words)Show less
Shared invariants
- Read
/AGENTS.mdthroughfsbefore workspace-aware tasks when it exists. - A workspace path such as
/Notebook/Folder/Doc, an hpath such as/Folder/Doc, and a storage path such as/20260712123000-abc123.syare different values. - Resolve the exact target before mutating: map a human path or search candidate to the returned stable ID and retain its notebook, hpath, and storage path. Never derive an opaque ID or storage path from a title, and never treat a candidate list as the final target.
- Read before writing; after a mutation, read the affected object again.
- Document reads try full text by default, capped at 256 KiB UTF-8 and 2000 complete blocks; a single oversized block fails explicitly. Outlines and database hints cover the returned window, and totalBlocks is null until EOF.
- Keep reads bounded and prove completeness: use
nextWindowor explicitblockStart/blockLimit/tokenBudgetfor documents, and page parameters for lists and searches. Continue while another page/window is advertised, then reread the exact affected ID/path and compare the intended field or status. - If a write response is lost, or the result is
outcome_unknownorreadback_mismatch, stop and inspect the exact target. Do not resend with a newrequestIdmerely because the acknowledgement was missing. - Missing results may be caused by notebook permissions or indexing delay.
- Obtain explicit approval before deletes, moves, bulk replacement, permission changes, local upload/export, or sensitive workspace disclosure.
© yangtaihong59, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file in skills/siyuan-mcp/siyuan-mcp-sisyphus of yangtaihong59/siyuan-plugins-mcp-sisyphus.
- SKILL.md
- agents/openai.yaml
Open the folder on GitHubat commit d2ad534
Compare with similar skills
Siyuan MCP Sisyphus next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Siyuan MCP Sisyphus this skillyangtaihong59/siyuan-plugins-mcp-sisyphus | 116 | — | ~1.3k | Automated safety check: Pass | MIT | |
| MCP Server Builderanthropics/skills | 180k | 63 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| MCP Server BuildershareAI-lab/learn-claude-code | 78k | 4 repos | ~1.2k | Automated safety check: Pass | MIT | |
| MCP Integration for Pluginsanthropics/claude-plugins-official | 38k | 11 repos | ~3.1k | Automated safety check: Pass | Apache-2.0 | |
| Crush Configurationcharmbracelet/crush | 29k | — | ~3.7k | Automated safety check: Pass | Custom licence | |
| Context Mode Output Sandboxmksglu/context-mode | 26k | — | ~4.1k | Automated safety check: Pass | Custom licence |
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Related
Works with
Categories
Questions about Siyuan MCP Sisyphus
What does Siyuan MCP Sisyphus do?
Top-level skill for operating SiYuan Note through the Sisyphus MCP server. Siyuan MCP Sisyphus is an agent skill from yangtaihong59/siyuan-plugins-mcp-sisyphus. Top-level skill for operating SiYuan Note through the Sisyphus MCP server.
When should I use Siyuan MCP Sisyphus?
Siyuan MCP Sisyphus fits situations like: choose an aggregated tool; discover action resources; route complex tasks to a scenario skill; apply permissions and safety rules.
How do I install Siyuan MCP Sisyphus in Claude Code?
Run `npx skills add yangtaihong59/siyuan-plugins-mcp-sisyphus --skill siyuan-mcp-sisyphus -a claude-code`. Or copy the skill folder (skills/siyuan-mcp/siyuan-mcp-sisyphus in yangtaihong59/siyuan-plugins-mcp-sisyphus) into .claude/skills/siyuan-mcp-sisyphus in your project. Claude Code loads it when a task matches its description.
How do I install Siyuan MCP Sisyphus in Codex?
Run `npx skills add yangtaihong59/siyuan-plugins-mcp-sisyphus --skill siyuan-mcp-sisyphus -a codex`. Or copy the skill folder (skills/siyuan-mcp/siyuan-mcp-sisyphus in yangtaihong59/siyuan-plugins-mcp-sisyphus) into .agents/skills/siyuan-mcp-sisyphus in your project. Codex loads it when a task matches its description.
Can I use Siyuan MCP Sisyphus in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add yangtaihong59/siyuan-plugins-mcp-sisyphus --skill siyuan-mcp-sisyphus -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/siyuan-mcp-sisyphus, .gemini/skills/siyuan-mcp-sisyphus, .github/skills/siyuan-mcp-sisyphus and .opencode/skills/siyuan-mcp-sisyphus in your project.
What does Siyuan MCP Sisyphus need to run?
SKILL.md names no scripts, command-line tools or credentials: Siyuan MCP Sisyphus is instructions for the agent only.
Does Siyuan MCP Sisyphus access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Siyuan MCP Sisyphus safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Siyuan MCP Sisyphus use?
Siyuan MCP Sisyphus is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Siyuan MCP Sisyphus use?
About 1.3k tokens (SKILL.md is roughly 5.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Siyuan MCP Sisyphus?
Skills that share tags, products or a category with Siyuan MCP Sisyphus: MCP Server Builder (anthropics/skills, 180k stars), MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars), MCP Integration for Plugins (anthropics/claude-plugins-official, 38k stars) and Crush Configuration (charmbracelet/crush, 29k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Siyuan MCP Sisyphus?
yangtaihong59 (a GitHub user) maintains it in yangtaihong59/siyuan-plugins-mcp-sisyphus, which has 116 GitHub stars. The repository holds 30 skills in this directory. The repository was last updated on October 8, 2026.
Source: yangtaihong59/siyuan-plugins-mcp-sisyphus on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.