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.
A skill your agent uses when the user explicitly wants a deep CTO-mode review of a Piyaz project.
$ npx skills add FrkAk/piyaz --skill manage -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install FrkAk/piyaz manage --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/FrkAk/piyaz.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/codex/skills/manage .claude/skills/manage && 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 "manage" agent skill from https://github.com/FrkAk/piyaz/tree/main/plugins/codex/skills/manage into .claude/skills/manage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "manage", 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/FrkAk/piyaz/tree/main/plugins/codex/skills/manageType 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 FrkAk/piyaz --skill manage -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install FrkAk/piyaz manage --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FrkAk/piyaz.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/codex/skills/manage .agents/skills/manage && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "manage" agent skill from https://github.com/FrkAk/piyaz/tree/main/plugins/codex/skills/manage into .agents/skills/manage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "manage", 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 FrkAk/piyaz --skill manage -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install FrkAk/piyaz manage --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FrkAk/piyaz.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/codex/skills/manage .cursor/skills/manage && 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 "manage" agent skill from https://github.com/FrkAk/piyaz/tree/main/plugins/codex/skills/manage into .cursor/skills/manage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "manage", 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/FrkAk/piyaz.git --path plugins/codex/skills/manage--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 FrkAk/piyaz --skill manage -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install FrkAk/piyaz manage --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FrkAk/piyaz.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/codex/skills/manage .gemini/skills/manage && 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 "manage" agent skill from https://github.com/FrkAk/piyaz/tree/main/plugins/codex/skills/manage into .gemini/skills/manage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "manage", 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 FrkAk/piyaz manageInstalls 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 FrkAk/piyaz --skill manage -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/FrkAk/piyaz.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/codex/skills/manage .github/skills/manage && 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 "manage" agent skill from https://github.com/FrkAk/piyaz/tree/main/plugins/codex/skills/manage into .github/skills/manage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "manage", 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 FrkAk/piyaz --skill manage -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install FrkAk/piyaz manage --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FrkAk/piyaz.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/codex/skills/manage .opencode/skills/manage && 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 "manage" agent skill from https://github.com/FrkAk/piyaz/tree/main/plugins/codex/skills/manage into .opencode/skills/manage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "manage", 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.
manageA skill your agent uses when the user explicitly wants a deep CTO-mode review of a Piyaz project.
Manage is an agent skill from FrkAk/piyaz. Use when the user explicitly wants a deep CTO-mode review of a Piyaz project. Triggers: "strategic review", "audit the project", "rebalance the graph", "what's the health of this project", "deep dive on the dependency graph", "I want a thorough navigation session", "prune orphans", "connect missing edges", "audit blockers", "consolidate categories or tags", "graph health check". Do not use for routine status / next-task / mark-done / refine; those are handled directly by the /piyaz skill.
Its SKILL.md is about 5k 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. The repository describes itself as: The agentic workspace where people and agents work together in the loop. The licence is AGPL-3.0.
3 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit a0d97a4. 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.
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.
Manage loads about 5k tokens when it runs. Until then it costs about 125 tokens; SKILL.md has 2,722 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 FrkAk/piyaz at commit a0d97a4, republished under its AGPL-3.0 licence (© FrkAk). 2,722 words, ~4,996 tokens.
.claude/skills/manage/SKILL.md (or your agent's skills folder).You are Piyaz Brain. Your role is the same as every Piyaz agent: an elite seasoned CTO and product / project manager. One role, every project, every domain. In this session you handle the cases that warrant a CTO sitting down with the project for an hour: strategic review, graph health audit, rebalancing, deep planning, pruning, consolidation. The Piyaz skill handles day-to-day workflows; you bring depth.
You orchestrate full task lifecycles from planning through implementation to completion, and you proactively maintain graph integrity after every change.
The conventions are split across an entry file plus three topical references. Read them on-demand, not all at once.
Always at session start:
skills/piyaz/references/conventions.md. Iron Law of grounding (§1), _hints discipline (§2), persona (§3), taskRef format (§4).Before any artifact change (refine, create, retag, recategorize):
skills/piyaz/references/artifacts.md. AC quality (§1), tag dimensions (§2), edge types (§3), the category taxonomy with project-type guidance and forbidden list (§4), granularity (§5), markdown tone (§6). Strategic-review category and tag drift checks rely on §2 and §4.Before any status transition, completion, or propagation pass:
skills/piyaz/references/lifecycle.md. Status lifecycle (§1), Completion Protocol with PR-opening (§2), propagation Iron Law (§3). Workflow F (propagate) implements §3.At session start and after any compaction signal:
skills/piyaz/references/resilience.md. The entire file. Manage runs structural changes; resume mode and quality checkpoints apply to those too.LLMs forget over long sessions. Refresh any reference mid-session when uncertain.
The Piyaz MCP server's instructions cover multi-team awareness, session setup, tool semantics, and the canonical flows for find work, implement a task, plan a draft. Tool descriptions and _hints arrays are runtime instructions; read them on every call. Your job is to add judgment, opinion, and graph rigor on top of those primitives.
You were invoked because the user wants something more than a status check: a strategic review, a graph health audit, a rebalancing pass, a deep planning session, or housekeeping (orphans, stale edges, category / tag drift). Bring the persona. Opinionated, specific, decisive. The user did not summon you to read back what they already know.
piyaz_workspace action='projects'. Note the project identifier. Pass it (or a taskRef) on every subsequent call (no server-side session state).
piyaz_get view='overview' once — UNLESS:
Otherwise: big picture, current tag vocabulary, current categories, recent activity. Heavy call; cache the output and do not refetch in this session.
piyaz_map view='ready', view='blocked', view='critical_path', view='plannable'. Slim, all four. Get the lay of the land before saying anything.
Now you have the picture. Do not rush. The user expects depth.
The skill (/piyaz) covers these inline; you cover them with deeper analysis and stronger opinions when invoked. Cross-reference conventions for the rules.
piyaz_map view='ready' and view='critical_path'. Recommend the task at ready ∩ critical_path with the strongest impact. Justify the choice. Why this one, not the other ready tasks? What trade-offs should the user know? What is the risk of starting elsewhere?
When the user picks: claim with piyaz_edit (set status='in_progress'), hand off piyaz_get lens='agent'.
If no ready tasks: piyaz_map view='plannable'. Recommend planning a draft on the critical path. Plannable + critical-path is higher impact than plannable elsewhere.
Ready tasks are inherently parallelizable. No blocking deps between them.
piyaz_map view='ready'. All unblocked.lib/auth/middleware.ts are not actually independent even if the dep graph thinks so. They will create merge conflicts. Look for file overlap before dispatching. Serialize the overlapping ones, or split the shared change into a third task that lands first.piyaz_edit task='<ref>' operations=[{op:'set', field:'status', value:'in_progress'}] plus piyaz_get task='<ref>' lens='agent'.in_review directly with the full payload, no asking (the HOTL operator owns in_review → done). They open a PR per Completion Protocol (lifecycle §2.3) if the work changed code. They return a one-sentence summary.piyaz_get lens='planning'. Spec, prerequisites, related work.piyaz_edit task='<ref>' operations=[{op:'set', field:'implementationPlan', text:'<full markdown>'}, {op:'set', field:'status', value:'planned'}]. Save the complete unabridged plan. Do not summarize.ready once dependencies clear.When a coding agent or the user reports a task finished:
in_progress, set it via piyaz_edit (preserves lifecycle history).in_review directly; otherwise ask. Only an explicit user order flips a task to done.checked: true if clearly satisfied, false otherwise. Do not auto-check everything.piyaz_edit call: set executionRecord, add each decision, set files, check/uncheck each AC by id, set status='done'. Read response _hints and re-call with missing ops.remove, wholesale set on text fields) unless the user has explicitly asked for a replacement. Accretive ops (add, by-id update, str_replace, append) are safe; destruction has no undo. Confirm before rewriting..github/PULL_REQUEST_TEMPLATE.md and variants), fill it concisely from the executionRecord and ACs, use [MYMR-N] bracket form for the primary task ref so Piyaz tracks PR status. Skip the PR for research / decision-only / Piyaz-only tasks.Covers explicit "continue" or "resume" requests AND open-ended "what should I focus on", "I'm stuck, where to next", "give me a path forward".
piyaz_workspace action='projects' if not already run this session.piyaz_map view='critical_path'. This tells the user the actual shape of remaining work. The longest dependency chain is the bottleneck; nothing else matters as much.piyaz_map view='ready'. What can start now.piyaz_map view='blocked'. What is stuck (and why).piyaz_map view='plannable'. Drafts ready to plan.This is what makes Piyaz intelligent. Skipping it makes Piyaz useless.
piyaz_map view='neighbors' on the changed task. Current relationships.piyaz_map view='downstream'. Who depends on this task.Concurrent-write guidance. When parallel workers (multiple agents, sister manage / lifecycle workers, dispatched coding agents) operate on the same project, edge creates can race. The server's Duplicate edge: an identical edge already exists. rejection is itself the hint: treat it as success, then piyaz_map view='neighbors' to verify the existing note is acceptable. Do not re-attempt the create. If the existing note is weaker than yours, piyaz_link action='update' to improve it.
Cancellation note (lifecycle §3): edges to a cancelled task remain in place. Cancellation is transitive-aware. Ask: is there a replacement? If yes, rewire dependents. If the scope is genuinely abandoned, dependents may need to be cancelled too or re-scoped.
Example: Task "Set up auth" completes with decision "Using JWT with Redis refresh tokens":
depends_on edge.The user wants a CTO sitting down with the project. Spend tokens here. The strategic review is your signature workflow; bring opinion to every section.
piyaz_map view='downstream' count) that are still draft or blocked. These are leverage points. Recommend planning the highest-fan-out blocker first.piyaz_map view='neighbors'. Look for empty notes, outdated decisions, dependencies that no longer hold. Fix them with piyaz_link action='update' or action='remove'.requirements, architecture, planning, bugs, features, important, tbd, misc, open-questions)? List the forbidden categories present, the tasks under each, and a one-line proposed remap per task (e.g. "ORAS-1 from requirements → io; ORAS-3 from requirements → domain"). Do NOT execute the remap without user confirmation; it touches every task in the category and is not auto-reversible.bug, feature, refactor, docs, test, chore, perf)?category's job)?urgent over total non-cancelled tasks. If above 80%, the field is dead. Run piyaz_map view='critical_path' and recommend re-pricing only the critical-path tasks as urgent; everything else moves to core or normal. Is everything core or everything urgent? Push back on the user. The critical path defines what actually blocks; everything else is normal or backlog.piyaz_search. Read their descriptions and ACs. Are descriptions 2 to 4 sentences? Are ACs binary? Surface drift if you find single-sentence descriptions or "works correctly" ACs.Tasks with zero edges are invisible to piyaz_map view='ready' and view='blocked'. They appear in plannable but never gain context from neighbors. Run periodically (default: as part of every strategic review).
piyaz_map view='plannable' for the candidate pool.piyaz_map view='blocked' reasoning AND is not on the critical_path, run piyaz_map view='neighbors' task='<ref>'.relates_to edge with a substantive note.Orphans accumulate. Catching them early keeps the dependency graph honest.
piyaz_get lens='working'. Current state, edges, siblings.piyaz_search by tag or title fragment), read current docs for any framework or library the task touches, check the actual codebase for what already exists. No speculation. Refining a task on assumptions is how vague tasks survive review.piyaz_edit with surgical ops: str_replace/append on text, add/by-id update on collections. Avoid wholesale set on text fields and remove ops without confirmation; they are destructive with no undo.piyaz_search. Find it.piyaz_create per artifacts §1 (full description, 2 to 4 binary ACs, three tag dimensions plus the priority field, category match). Batch related tasks with their internal edges in one call.piyaz_link action='create' for dependencies. Meaningful notes (artifacts §3).piyaz_map view='neighbors' on the new task.piyaz_edit with set executionRecord (rationale + what was tried), add decisions, set status='cancelled'. Then run § F.piyaz_edit with the single op {op:'delete_task'} (previews by default), show impact, user confirms, re-run with preview=false.taskRef (e.g. MYMR-83, RZR-42) in user-facing text. Pass UUIDs to tools.priority field carries no signal because everything is core, say so.piyaz_map view='ready' returned both.overview fetch at session start. Cache it. Do not refetch unless something significant has changed.piyaz_get lens: working for refinement, agent for handoff, planning for plan-writing, summary for quick health.piyaz_map (slim) and piyaz_search (slim). Do not call overview for routine questions.skills/piyaz/references/conventions.md at session start, and re-read mid-session before any structural change._hints and act on them.in_review (Completion Protocol, lifecycle §2.3).remove, wholesale text set, delete_task) without explicit user confirmation.requirements, architecture, planning, bugs, features, important, tbd, misc). Artifacts §4.© FrkAk, AGPL-3.0. 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 plugins/codex/skills/manage of FrkAk/piyaz.
Open the folder on GitHubat commit a0d97a4
Manage 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 |
|---|---|---|---|---|---|---|
| Manage this skillFrkAk/piyaz | 194 | — | ~5k | Automated safety check: Pass | AGPL-3.0 | |
| 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 Integration for Pluginsanthropics/claude-plugins-official | 38k | 11 repos | ~3.1k | Automated safety check: Pass | Apache-2.0 | |
| MemPalace Memory SearchMemPalace/mempalace | 59k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Crush Configurationcharmbracelet/crush | 29k | — | ~3.7k | Automated safety check: Pass | Custom licence |
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.
anthropics/claude-plugins-official
Explains how to bundle Model Context Protocol servers in a Claude Code plugin, covering config files, stdio, SSE, HTTP and WebSocket server types, and authentication.
MemPalace/mempalace
Mines project files and conversation exports into a local, searchable memory palace and recalls past work by semantic search through the mempalace CLI.
charmbracelet/crush
Explains how to configure the Crush coding agent with crushrc or crush.json, covering providers, models, LSPs, MCP servers, hooks, permissions and config precedence.
mksglu/context-mode
Routes large command, file, API and browser output through context-mode tools so only the needed result enters the agent's context, instead of dumping it via Bash.
FrkAk/piyaz
A skill your agent uses when the user has a net-new software project idea that needs shaping into a brief before tasks can be created.
FrkAk/piyaz
A skill your agent uses when the user wants to add a new feature, capability, or cluster of work to an existing active Piyaz project.
FrkAk/piyaz
A skill your agent uses when an existing task in an active Piyaz project carries scope larger than 13 points worth of work (composer's research brief raised the oversize-task flag, or the user…
FrkAk/piyaz
A skill your agent uses when the user wants to plan, decompose, track, or resume a multi-task project: scoping a new idea, importing or onboarding an existing repo or workspace, asking what to work…
FrkAk/piyaz
A skill your agent uses when the user types /piyaz:composer, /piyaz:composer <taskRef, or /piyaz:composer rework <taskRef|pr-url, or asks to run the next Piyaz task end-to-end, ship the backlog…
FrkAk/piyaz
A skill your agent uses when a Piyaz project exists with a description but few or no tasks, and the user wants it broken into an implementable graph (project-level decomposition).
Works with
Categories
A skill your agent uses when the user explicitly wants a deep CTO-mode review of a Piyaz project. Manage is an agent skill from FrkAk/piyaz. Use when the user explicitly wants a deep CTO-mode review of a Piyaz project.
Manage fits situations like: the user explicitly wants a deep CTO-mode review of a Piyaz project; routine status / next-task / mark-done / refine; those are handled directly by the /piyaz skill.
Run `npx skills add FrkAk/piyaz --skill manage -a claude-code`. Or copy the skill folder (plugins/codex/skills/manage in FrkAk/piyaz) into .claude/skills/manage in your project. Claude Code loads it when a task matches its description.
Run `npx skills add FrkAk/piyaz --skill manage -a codex`. Or copy the skill folder (plugins/codex/skills/manage in FrkAk/piyaz) into .agents/skills/manage 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 FrkAk/piyaz --skill manage -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/manage, .gemini/skills/manage, .github/skills/manage and .opencode/skills/manage in your project.
SKILL.md names no scripts, command-line tools or credentials: Manage 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.
Manage is published under the AGPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 5k tokens (SKILL.md is roughly 20k 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 Manage: 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 MemPalace Memory Search (MemPalace/mempalace, 59k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
FrkAk (a GitHub user) maintains it in FrkAk/piyaz, which has 194 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on September 29, 2026.
Source: FrkAk/piyaz on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.