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.
ALWAYS use this skill for ALL sudocode spec and issue operations.
$ npx skills add sudocode-ai/sudocode --skill sudocode -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install sudocode-ai/sudocode sudocode --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/sudocode-ai/sudocode.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/sudocode .claude/skills/sudocode && 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 "sudocode" agent skill from https://github.com/sudocode-ai/sudocode/tree/main/skills/sudocode into .claude/skills/sudocode/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sudocode", 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/sudocode-ai/sudocode/tree/main/skills/sudocodeType 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 sudocode-ai/sudocode --skill sudocode -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install sudocode-ai/sudocode sudocode --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sudocode-ai/sudocode.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/sudocode .agents/skills/sudocode && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "sudocode" agent skill from https://github.com/sudocode-ai/sudocode/tree/main/skills/sudocode into .agents/skills/sudocode/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sudocode", 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 sudocode-ai/sudocode --skill sudocode -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install sudocode-ai/sudocode sudocode --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sudocode-ai/sudocode.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/sudocode .cursor/skills/sudocode && 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 "sudocode" agent skill from https://github.com/sudocode-ai/sudocode/tree/main/skills/sudocode into .cursor/skills/sudocode/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sudocode", 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/sudocode-ai/sudocode.git --path skills/sudocode--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 sudocode-ai/sudocode --skill sudocode -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install sudocode-ai/sudocode sudocode --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sudocode-ai/sudocode.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/sudocode .gemini/skills/sudocode && 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 "sudocode" agent skill from https://github.com/sudocode-ai/sudocode/tree/main/skills/sudocode into .gemini/skills/sudocode/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sudocode", 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 sudocode-ai/sudocode sudocodeInstalls 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 sudocode-ai/sudocode --skill sudocode -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/sudocode-ai/sudocode.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/sudocode .github/skills/sudocode && 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 "sudocode" agent skill from https://github.com/sudocode-ai/sudocode/tree/main/skills/sudocode into .github/skills/sudocode/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sudocode", 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 sudocode-ai/sudocode --skill sudocode -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install sudocode-ai/sudocode sudocode --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sudocode-ai/sudocode.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/sudocode .opencode/skills/sudocode && 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 "sudocode" agent skill from https://github.com/sudocode-ai/sudocode/tree/main/skills/sudocode into .opencode/skills/sudocode/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sudocode", 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.
sudocodeALWAYS use this skill for ALL sudocode spec and issue operations.
Sudocode is an agent skill from sudocode-ai/sudocode. ALWAYS use this skill for ALL sudocode spec and issue operations. Use when user mentions "spec", "issue", "ready", "blocked", "implement", "feature", "plan", or "feedback" with sudocode specs and issues. PROACTIVELY use at start of implementation tasks to check ready issues and understand work context. Operations include viewing (showspec, showissue, listissues, listspecs), creating/modifying (upsertspec, upsertissue), planning features, breaking down work, creating dependency graphs, and providing implementation…
Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows. It works with Model Context Protocol and TypeScript. The repository describes itself as: Lightweight agent orchestration dev tool that lives in your repo. The licence is Apache-2.0.
Read from SKILL.md and the folder at commit 632de19. It shows what the files ask for, not the result of running them.
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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Sudocode loads about 2.3k tokens when it runs. Until then it costs about 136 tokens; SKILL.md has 683 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.
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.
The full file from sudocode-ai/sudocode at commit 632de19, republished under its Apache-2.0 licence (© sudocode-ai). 683 words, ~2,309 tokens.
.claude/skills/sudocode/SKILL.md (or your agent's skills folder).Spec-driven development and issue management system. Work persists across sessions, specs guide implementation, dependency graphs ensure correct execution order, feedback loops close requirements gaps.
.sudocode/specs/) - user-initiated, capture intent.sudocode/issues/) - agent work, actionable tasksCreate issues when: Concrete actionable work, can be completed and closed, implements a spec, is a bug/task Create specs when: Documenting user intent and requirements, architecture decisions, API designs, feature specifications
Option 1: Direct Markdown Editing (For content-heavy edits)
.sudocode/specs/ or .sudocode/issues/Option 2: MCP Tools (Recommended for structured operations)
upsert_issue, upsert_spec, link, add_feedback toolsWhen to use each:
Link specs and issues inline using [[ID]] syntax:
Basic reference:
Implement OAuth per [[s-8h2k]]
With display text:
See [[s-8h2k|authentication spec]] for details
With relationship type:
Must complete [[i-7x9m]]{ blocks } first
Formats supported:
- [[s-14sh]] - basic reference (creates "references" relationship)
- [[i-x7k9]] or [[@i-x7k9]] - with @ prefix
- [[s-3s542|Custom Text]] - with display text
- [[s-x4d6df]]{ blocks } - declares relationship type
- [[s-24gfs3|Text]]{ blocks } - both display and relationshipRelationship types in mentions: blocks, implements, depends-on, discovered-from
Why use inline mentions:
link tool call- [ ] Use ready tool to find unblocked work
- [ ] Use list_issues with status=in_progress to see current work
- [ ] Ask user which work to pursue (if not specified)If you were assigned an issue, work ONLY on implementing the requirements of the issue.
ready → Find unblocked work
show_issue/show_spec → Get details with relationships
upsert_issue/spec → Create/update (status, priority, parent)
link → Create relationships (blocks, implements, parent-child)
add_feedback → Document implementation results on specs| Type | Purpose | Effect on ready |
|---|---|---|
implements | Issue → Spec connection | None (documentation) |
blocks | Execution ordering | Blocked issue not ready until blocker closes |
parent-child | Hierarchical organization | None (hierarchy only) |
discovered-from | Provenance tracking | None (documentation) |
Standard flow:
open → in_progress → closed
↓ ↓ ↑
└─────────┴────────────┘
blocked (when waiting on dependencies)When requirements are not fully met or unforeseen issues arise during execution:
in_progress → needs_review → closedHierarchical specs: Multiple subsystems, multiple layers, natural abstraction levels Hierarchical issues: Epic with subtasks, clear dependencies, progress tracking at different granularity
Example: "Implement authentication system"
Create hierarchy:
s-2a7c: Auth System (parent)
├── s-8h2k: OAuth (child)
├── s-9j3m: Sessions (child)
└── s-4k8p: Permissions (child)
i-5n7q: Implement auth (parent epic, implements s-2a7c)
├── i-7x9m: OAuth flow (child, implements s-8h2k)
├── i-3p6k: Session storage (child, implements s-9j3m)
└── i-8w2n: Permissions (child, implements s-4k8p)Add execution order:
link: i-7x9m blocks i-3p6k (OAuth before sessions)
link: i-3p6k blocks i-8w2n (sessions before permissions)Result: ready shows i-7x9m → close it → ready shows i-3p6k → etc.
Use blocks for: Execution ordering (A must finish before B starts)
Use parent-child for: Hierarchical organization (tracking progress at multiple levels)
Use both: Parent-child for hierarchy + blocks for ordering
- [ ] Identify foundation work (must happen first)
- [ ] Identify parallel work (no dependencies)
- [ ] Create all issues first (don't worry about order)
- [ ] Add parent-child for hierarchy
- [ ] Add blocks for execution order
- [ ] Verify no circular dependencies
- [ ] Use ready to verify graph correctPattern: Foundation blocks everything else → parallel work in middle → validation at end
Always provide feedback when implementing specs.
- [ ] Update issue status
- [ ] Use add_feedback on spec with requirements met, design decisions, challenges, evidence
- [ ] Choose type: comment (informational), suggestion (spec update), request (clarification)
- [ ] Anchor feedback to relevant spec sectionsGood feedback:
✅ Requirements met: OAuth flow working per spec
📝 Design decisions: Used Redis for tokens (horizontal scaling), added rate limiting
⚠️ Challenges: PKCE needed for mobile (not in spec), token refresh race condition solved with 10s buffer
✅ Evidence: 47 tests passing, 3 OAuth providers tested, security scan clean
💡 Suggestions: Add mobile requirements, document token refresh edge caseBad feedback: "Implemented the feature. It works."
Close (status=closed) when:
Set needs_review when:
Self-check: "Could another developer deploy this to production as-is?"
- [ ] All requirements met
- [ ] Tests passing
- [ ] No blocking questions
- [ ] Implementation sound or uncertainties flagged
- [ ] Evidence provided
- [ ] Feedback on spec documenting what was doneIf any item is ✗, set needs_review with feedback explaining gaps/questions
Spec-driven feature: Create spec → Create issues that implement spec → Add blocks dependencies to establish execution order → Use ready to find next work → Provide feedback on spec when done
Bug discovery: Create issue for discovered work → Link with discovered-from → If blocker: add blocks relationship + set original to blocked
Complex hierarchical feature: Create parent spec + child specs → Create parent issue + child issues → Link issues to specs with implements → Add parent-child + blocks relationships → Use ready to execute in order → Provide feedback on each spec
Use TodoWrite for: Session-scoped checklists, immediate execution tracking Use Issues for: Multi-session work, dependencies, spec implementation
Pattern: Start session with ready → Create TodoWrite for immediate tasks → Update issue status as you work → Close issue when complete
© sudocode-ai, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/sudocode of sudocode-ai/sudocode.
Open the folder on GitHubat commit 632de19
Sudocode 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 |
|---|---|---|---|---|---|---|
| Sudocode this skillsudocode-ai/sudocode | 293 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| 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 Server Builder with mcp-usemcp-use/mcp-use | 11k | — | ~923 | Automated safety check: Pass | Apache-2.0 | |
| Source Driven Developmentshashankswe2020-ux/whoop-mcp | 165 | 4 repos | ~2k | Automated safety check: Pass | MIT | |
| OpenpetsOpenPetsHQ/openpets | 1.3k | — | ~2.1k | Automated safety check: Pass | MIT |
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
shareAI-lab/learn-claude-code
Walks through building MCP servers in Python or TypeScript that expose tools, resources and prompts to Claude, with templates, registration and testing.
mcp-use/mcp-use
Builds, modifies, debugs, migrates and verifies TypeScript MCP servers and MCP Apps with the mcp-use framework, treating the installed package's types as the source of truth.
shashankswe2020-ux/whoop-mcp
Grounds every implementation decision in official documentation.
OpenPetsHQ/openpets
A skill your agent uses whenever the user wants to build, extend, debug, test, validate, locally load, package, or publish an OpenPets plugin; work with the OpenPets Plugin SDK v3, plugin manifest…
alpic-ai/skybridge
Guide developers through creating and updating ChatGPT plugins.
Works with
Categories
ALWAYS use this skill for ALL sudocode spec and issue operations. Sudocode is an agent skill from sudocode-ai/sudocode. ALWAYS use this skill for ALL sudocode spec and issue operations.
Sudocode fits situations like: ALL sudocode spec and issue operations; user mentions spec; feedback with sudocode specs and issues.
Run `npx skills add sudocode-ai/sudocode --skill sudocode -a claude-code`. Or copy the skill folder (skills/sudocode in sudocode-ai/sudocode) into .claude/skills/sudocode in your project. Claude Code loads it when a task matches its description.
Run `npx skills add sudocode-ai/sudocode --skill sudocode -a codex`. Or copy the skill folder (skills/sudocode in sudocode-ai/sudocode) into .agents/skills/sudocode in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add sudocode-ai/sudocode --skill sudocode -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/sudocode, .gemini/skills/sudocode, .github/skills/sudocode and .opencode/skills/sudocode in your project.
SKILL.md names no scripts, command-line tools or credentials: Sudocode is instructions for the agent only.
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.
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.
Sudocode is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.3k tokens (SKILL.md is roughly 9.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Sudocode: MCP Server Builder (anthropics/skills, 180k stars), MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars), MCP Server Builder with mcp-use (mcp-use/mcp-use, 11k stars) and Source Driven Development (shashankswe2020-ux/whoop-mcp, 165 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
sudocode-ai (a GitHub organization) maintains it in sudocode-ai/sudocode, which has 293 GitHub stars. The repository was last updated on March 18, 2026.
Source: sudocode-ai/sudocode on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.