mcpField

Skills

97,222 packaged capabilities and playbooks for agents. Install any of them with one command.

Agent workflows

W
worktree
worktree
poteto / noodle

Use for concurrent sessions, agent team isolation, or any work needing a separate branch. Critical for multi-agent workflows. Triggers: "worktree", "new worktree", "clean up worktrees", "need isolation", or when spawning agent teams.

Development227
A
agent-capability-discovery
agent-capability-discovery
jorgealves / agent_skills

Scans all skill directories in the repository to generate a comprehensive global map of agent capabilities, inputs, and outputs. Use when you need to understand the full potential of your agent library or when a master agent needs to decide which sub-agent skill to invoke for a complex task.

Agent workflows226
A
ai-prompt-engineering
ai-prompt-engineering
vasilyu1983 / ai-agents-public

Prompt engineering for production LLMs — structured outputs, evals, RAG, tool workflows, multimodal prompting, and safety. Use when designing, debugging, or shipping prompts.

Agent workflows226
A
auditing-mcp-servers-for-tool-poisoning
auditing-mcp-servers-for-tool-poisoning
mukul975 / anthropic-cybersecurity-skills

Audit MCP servers for tool poisoning, tool shadowing, rug pulls, SSRF, and unauthenticated exposure using Invariant Labs' mcp-scan for static/runtime scanning plus manual SSRF/auth checks and description pinning. Use before adding a new MCP server to an agent stack, when reviewing an internal MCP server, detecting rug pulls, or investigating an agent's unexpected tool-driven behavior.

Security226
C
cw-debate
cw-debate
everyinc / compound-writing

Run a multi-round deliberation between reviewers. Unlike /cw-panel (which synthesizes), /cw-debate has reviewers respond to each other's arguments across rounds until tensions resolve or reach acknowledged stalemate.

Creative & media226
C
cw-emergent
cw-emergent
everyinc / compound-writing

Compose existing Compound Writing skills and runtime capabilities for open-ended writing outcomes that no single skill covers, such as cross-draft analysis, source-to-outline comparison, or multi-pass revision.

Creative & media226
C
cw-panel
cw-panel
everyinc / compound-writing

Convene a panel of reviewers to analyze a draft from multiple perspectives, then synthesize their feedback into consensus findings, productive tensions, and prioritized recommendations.

Creative & media226
C
cw-save
cw-save
everyinc / compound-writing

Capture a confirmed writing preference, editorial lesson, recurring failure pattern, or workflow improvement in the right durable context file. Use when the user asks to save, remember, codify, or turn a repeated correction into a rule.

Creative & media226
M
mcp-builder
mcp-builder
unclecatvn / agent-skills

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

Development226
M
memory-systems
memory-systems
shipshitdev / skills

Designs memory architectures for agents that persist state across sessions and keep entities consistent. Use when choosing among Mem0, Zep/Graphiti, Letta, LangMem, or Cognee.

Agent workflows226
N
ns-harness
ns-harness
nextstage-brasil / skills

(NS) Harness boot + brownfield prepare. Triggers: /ns-harness, prepare this repo, harness prepare, generate architecture rules, architecture-rules.md, write AGENTS.md, reverse-engineer codebase, engenharia reversa, brownfield map, bootstrap brownfield, ns-harness-prepare, ns-architecture-rules, ns-agent-generator, ns-codebase-reverse-spec, ns-bootstrap-brownfield. Do NOT: coding, SDD, GitLab.

Agent workflows226
P
paper-spine-intake
paper-spine-intake
wubing2023 / paperspine

Collects PaperSpine workflow options and writes config for flash/pro, scene, language, and inputs. (internal /paperspine step)

Agent workflows226
P
piv-run-full-loop
piv-run-full-loop
coleam00 / skills

Autonomously develops a complete feature from priming through planning, execution, and commit by chaining the four core PIV-loop skills. Use when you want a full hands-off feature build from a single description.

Agent workflows226
S
senior-qa-engineer
senior-qa-engineer
javalenciacai / qaskills

Act as a Senior QA Engineer covering the complete software testing lifecycle, from requirements analysis through test automation and continuous improvement. Always orchestrate available skills to determine the best approach before executing tasks.

Testing & quality226
S
setup-help
setup-help
davidondrej / skills

Guide setup one step at a time and show what remains. Use only when the user explicitly asks for it by name.

Agent workflows226
S
short
short
davidondrej / skills

Manually invoked skill that makes the agent compress its current answer — remove filler, simplify wording, and cut length while preserving the substance. Use when the user says "short", "shorter", "simpler", "too long", "tl;dr", or asks for a more concise version of the previous response.

Agent workflows226
S
skill-builder
skill-builder
rysweet / amplihack

Creates, refines, and validates Agent Skills following the open standard at agentskills.io, Claude Code extensions, and Anthropic best practices. Use when building, creating, generating, or designing new skills.

Agent workflows226
U
using-cesiumjs-skills
using-cesiumjs-skills
cesiumgs / cesiumjs-skills

Use when a conversation begins with a CesiumJS development request - maps the 14 domain skills on offer and explains how passive activation selects between them

Agent workflows226
C
chrome-cdp
chrome-cdp
hanyu0001 / chrome-cdp-skill

Interact with local Chrome browser session (only on explicit user approval after being asked to inspect, debug, or interact with a page open in Chrome)

Development225
C
cli-for-agents
cli-for-agents
pproenca / dot-skills

Designing CLIs that AI agents will invoke — non-interactive flags, layered --help with examples, stdin/pipeline composition, actionable errors, idempotency, dry-run, destructive-action safety, and predictable command structure. Use when designing, building, or reviewing a command-line tool that AI agents or automation will invoke. Trigger even if the user doesn't explicitly say "agent-friendly" — apply whenever they are writing `--help` text, adding a new subcommand, designing error messages, or reviewing a CLI's UX.

Development225
C
customaize-agent:create-rule
customaize-agent:create-rule
neolabhq / context-engineering-kit

Use when you find a gap or repetitive issue caused by you or an implementation agent. Essentially, use it whenever you say, “You’re absolutely right, I should have done it differently.” Create a rule for the issue so it doesn’t happen again.

Agent workflows225
E
engram-memory-protocol
engram-memory-protocol
gentleman-programming / engram

Persistent memory discipline for Engram contributors. Trigger: Decisions, bugfixes, discoveries, preferences, or session closure.

Agent workflows225
M
mcp-dynamic-orchestrator
mcp-dynamic-orchestrator
secondsky / claude-skills

Dynamic MCP server discovery and code-mode execution via central registry. Use for multiple MCP integrations, tool discovery, progressive disclosure, or encountering MCP context bloat, changing server sets, large tool sets

Agent workflows225
M
meta
meta
glebis / claude-skills

Execute Claude Code commands in the telegram_agent project directory. Use when the user wants to work on the telegram agent itself, fix bugs, add features, or modify the bot code. This is a COMMAND HANDLER, not a script executor.

Development225
P
prime-frontend
prime-frontend
coleam00 / skills

Primes the agent with focused understanding of the frontend portion of the codebase — components, routing, state management, and styling — without loading unrelated backend code. Use at the start of a session when the work is scoped to UI or client-side features. Optionally pulls external task context from Jira issues and Confluence pages first.

Agent workflows225
R
rules-create-global
rules-create-global
coleam00 / skills

Set up your project's global rules, a lean and well-structured root CLAUDE.md (plus a starter .claude/), following the course methodology. Greenfield: pass your PRD and/or architecture-spec path and it derives rules from your engineering decisions (a PRD alone is product context). Brownfield: leave it blank to derive from your primed codebase (run /prime-codebase first), or pass a codebase-analysis doc for a large repo. Use when initializing or re-deriving the AI Layer's rules, onboarding a codebase, or replacing a generic /init output. The customizable replacement for /init.

Agent workflows225
S
start
start
ai-evals-course / evals-skills

Entry point for evals. Use when the user asks for help with evals, does not know where to begin, or asks for something no other skill in this plugin matches. Do NOT use when a more specific skill in this plugin already matches; load that skill directly.

Testing & quality225
W
waves
waves
rayfernando1337 / rayfernando-skills

WAVES — Workers · Aggregate · Verify · Extend — wave-based orchestration for Cursor. Decompose a big goal into independent slices, fan them out to isolated parallel subagents via parallel Task tool calls as a bounded "wave", verify each structured handoff, then synthesize, and extend into another wave only when warranted. Invoke explicitly with /waves; bounded by design to avoid runaway token loops. For big research, analysis, audits, and codebase or data exploration where one linear pass is slow. Formerly parallel-orchestrate; also fan out, parallelize, orchestrate subagents, multi-agent.

Agent workflows225
A
agent-self-scheduling
agent-self-scheduling
davidondrej / skills

Make an AI agent run on a schedule, loop, or interval — cron, heartbeats, recurring autonomous checks. Use for "run every N minutes", "schedule a task", "run on a loop", "heartbeat". Covers external clocks (Claude Code, Codex, Pi) vs Hermes' built-in scheduler

Agent workflows224
A
ai-sdk-core-v7
ai-sdk-core-v7
blockmatic / basilic-skills

Build backend AI with Vercel AI SDK v7 — generateText, streamText, ToolLoopAgent, tools. Use when implementing AI SDK v7 or troubleshooting AI errors. Never write AI SDK from memory.

Development224
A
anthropic-prompt-engineer
anthropic-prompt-engineer
jamesrochabrun / skills

Master Anthropic's prompt engineering techniques to generate new prompts or improve existing ones using best practices for Claude AI models.

Agent workflows224
A
app-builder
app-builder
vudovn / ag-kit

Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents

Development224
D
deliver-spec
deliver-spec
chrisbanes / skills

Use when explicitly asked to deliver an approved GitHub or local spec through a reviewed pull request, or when a Project controller delegates one claimed implementation ticket.

Development224
E
eva-link
eva-link
lulu-eva / eva-skill

Eva Link standalone local workflow integration entry point. Handles existing Link calls, connecting prompts/SOPs/private methodologies to Eva, custom Links, and Link checks. Triggers: /eva-link, /eva-link-builder, /eva-link-diy, /eva-link-doctor, custom Eva-skill, make my own Link, connect prompts to Eva, check local Link, use one of my Links.

Agent workflows224
E
eva-shared
eva-shared
lulu-eva / eva-skill

Eva-skill 2.5.0 shared support package. Install alongside eva, eva-teaching, eva-positioning, eva-think, eva-audience-finder, eva-create, eva-preflight, eva-learn, eva-brief, eva-link, eva-review, and eva-lens so sibling Eva skills can read shared schemas, references, examples, and validation scripts. Do not use directly for user tasks.

Agent workflows224
E
eval-mcp
eval-mcp
pproenca / dot-skills

Measures whether Claude uses an MCP server's tools correctly—tests tool selection accuracy, analyzes schema quality, and iteratively optimizes descriptions. Triggers when the user asks to evaluate MCP tools, test tool selection, improve tool descriptions, check MCP schema quality, or evaluate their MCP server. Companion to build-mcp-server.

Testing & quality224
G
gemini-cli
gemini-cli
secondsky / claude-skills

Google Gemini CLI for second opinions, architectural advice, code reviews, security audits. Leverage 1M+ context for comprehensive codebase analysis via command-line tool

Agent workflows224
I
instinct-apply
instinct-apply
humanplane / homunculus

Surfaces relevant instincts during work. Use when starting a task to check if any learned behaviors apply

Agent workflows224
M
mvpfy-setup
mvpfy-setup
promovaweb / mvpfy

Prepara, verifica e atualiza a estrutura do MVPFy no projeto consumidor, instalando skills e preservando MVP.md e o estado existente.

Agent workflows224
S
session-start
session-start
bitwize-music-studio / claude-ai-music-skills

Runs the session startup procedure: verifies setup, loads config and state, checks skill models, and reports project status. Use at the beginning of a fresh session

Agent workflows224
S
skill-finder-cn
skill-finder-cn
postplusai / postplus-skills

Help users find suitable tools from the currently released PostPlus skill surface and provide public installation commands. Use this when the user asks which skill can do a task, which skill to install, or what the released skill surface covers.

Agent workflows224
S
skill-generalizer
skill-generalizer
hqhq1025 / skill-optimizer

Use when turning local, private, or personal Agent Skills into publishable skills for GitHub, marketplaces, teams, or public sharing, especially when private paths, personal habits, credentials, internal hosts, or user-specific context must be removed

Agent workflows224
B
build
build
thedotmack / claude-mem

Fully automate a coding task with make-plan, do, and babysit.

Agent workflows223
C
claw-control
claw-control
adarshmishra07 / claw-control

Complete AI agent operating system with Kanban task management, multi-agent coordination, human approval gates, and autonomous task discovery via heartbeat polling. Use when setting up multi-agent coordination, task tracking, or configuring an agent team. Includes theme selection (DBZ, One Piece, Marvel, etc.), workflow enforcement (all tasks through board), browser setup, GitHub integration, and memory enhancement (Supermemory, QMD).

Agent workflows223
C
codex
codex
poteto / noodle

Run Codex CLI (exec, resume) for parallel work, delegating tasks to another model, or background code generation. Handles code analysis, refactoring, and automated editing. Includes Spark vs standard guidance. Triggers: "codex", "run codex", "use codex to".

Agent workflows223
C
context-builder
context-builder
glebis / claude-skills

Generate interactive AI transformation context-builder prompts for consulting clients. Use when creating structured discovery session prompts that guide a company through context gathering about their business, pain points, tech stack, and AI opportunities. Produces a resumable, multi-section prompt with Express/Deep Dive modes.

Agent workflows223
F
folder-specific-claude-and-agents-md
folder-specific-claude-and-agents-md
davidondrej / skills

Create a specialized CLAUDE.md (+ AGENTS.md symlink) inside a specific folder to give future agents folder-scoped context. Use when the user asks to create a CLAUDE.md for a folder, write folder instructions, or add agent context to a directory.

Agent workflows223
F
framework-migration-legacy-modernize
framework-migration-legacy-modernize
sickn33 / agentic-awesome-skills

Orchestrate a comprehensive legacy system modernization using the strangler fig pattern, enabling gradual replacement of outdated components while maintaining continuous business operations through ex

Development223
G
godot-agent-vision
godot-agent-vision
thedivergentai / game-dev-agentic-skills

Agentic eyes for Godot work: cross-platform screenshot CLI (asset/region/window/screen) to budgeted WebP, TEMP editor viewport bridge under .gdskills/, and Taste Receptor Atlas v2 (~237 micro-receptors × 0–2: hierarchy, contrast, typography×41, affordance, space, color, icon, composition, light/FX, motion-tells, anti-slop, originality, identity). Use when agents must see UI, assets, or the editor — not for in-game screenshot Autoloads. Keywords: agent vision, screenshot, WebP, visual QA, taste receptors, typography, UI review, asset sheet, editor viewport, anti-slop

Agent workflows223
H
html-skills-listen
html-skills-listen
f-labs-io / agent-html-skills

Session primitive for html-skills: starts the per-session local receiver and `Monitor` so submissions from html-skills artifacts arrive as session notifications instead of copy-paste. Every html-skills content skill invokes it from its pre-flight block before writing an artifact; idempotent. Returns the localhost URL to inject as `window.__CLAUDE_SUBMIT_URL__`. Don't invoke outside that flow.

Agent workflows223
M
massgen
massgen
massgen / skills

Invoke MassGen's multi-agent system. Use when the user wants multiple AI agents on a task: writing, code, review, planning, specs, research, design, or any task where parallel iteration beats working alone.

Agent workflows223
P
planning
planning
langchain-ai / deepagents

Break down a coding task into a structured implementation plan with clear steps, file identification, and risk assessment.

Agent workflows223
R
remember
remember
yonatangross / orchestkit

Write-side memory: stores decisions, patterns, and outcomes in the MCP memory knowledge graph as entities with typed observations and relations. Use when something worth persisting across sessions was just learned or decided. To search or read existing memory, invoke memory; to debug retrieval internals, memory-fabric; to consolidate, dream.

Agent workflows223
S
skill-creator
skill-creator
poteto / noodle

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

Agent workflows223
S
skills-vetter
skills-vetter
kevinsong0 / skills-vetter

Skill security auditing tool. Verifies the security of Claude Code skills by checking for malicious code, sensitive information leaks, dangerous operations, and more. Conducts a security assessment and generates a security report before installing or using new skills.

Security223
U
using-tmux-agent-tools
using-tmux-agent-tools
ohyeh / tmux-agent-tools

Meta-router for the tmux-agent-tools plugin. Invoke BEFORE choosing a wrapper or delegating any tmux-agent work — it decides inline vs worker, picks the right script, and points to the canonical capability table. Invoke it even if there is only a 1% chance it applies.

Agent workflows223
W
write-discoverable-code
write-discoverable-code
modem-dev / skills

Rules for writing code that coding agents (and humans) can find and understand through plain-text search. Apply whenever writing or renaming code: functions, types, constants, files, error messages, doc comments. Grounded in measurement: agents navigate by plain-text search, not by AST or language server, so every identifier is a search query and every search miss costs wasted reads

Development223
A
ai-chat
ai-chat
acedatacloud / skills

Access 50+ LLM models through AceDataCloud's unified chat APIs. Use when you need native Claude Messages, native Gemini audio analysis, OpenAI-compatible chat/responses calls, text embeddings for search or RAG, or stateful conversations and scheduled agent tasks across GPT, Claude, Gemini, Grok, Kimi, GLM, and DeepSeek models. Supports streaming, multimodal input, and tool calling.

Agent workflows222
B
builder
builder
aj-geddes / claude-code-bmad-skills

Creates custom agents, workflows, and templates for BMAD. Extends BMAD functionality with domain-specific components. Trigger keywords - create agent, create workflow, custom skill, extend BMAD, new template, customize, scaffold skill

Agent workflows222
C
codex-issue-coordinator
codex-issue-coordinator
owainlewis / blueprint

Coordinates a large batch of GitHub issues through separate Codex worker threads, tested pull requests, review loops, and gated merges. Use when the user asks one Codex thread to manage several coding sessions or complete a parent issue, milestone, or issue batch

Agent workflows222
4261–4320 of 13,294

New to MCP?

From what the protocol is to installing your first server, these answers cover most first questions.

An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.