mcpField

Skills

97,501 packaged capabilities and playbooks for agents. Install any of them with one command.

Agent workflows

M
migrate-skills-between-libraries
migrate-skills-between-libraries
moizibnyousaf / ai-agent-skills

Use when moving skills between library workspaces or upgrading from a personal library to a team library. Export from one workspace, import into another.

Agent workflows153
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neta
neta
netaart / neta-skills

Neta capability index and routing skill—helps choose the right Neta-related skill (neta-space / neta-creative / neta-adventure / neta-community / neta-suggest). Use this skill when you need to understand Neta's overall capabilities, decide which skill to use for the current task, or migrate from older documentation.

Agent workflows153
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oma-brainstorm
oma-brainstorm
gracefullight / stock-checker

Explore goals, constraints, and alternative approaches before choosing a design. Use when the user requests ideation or design exploration.

Agent workflows153
O
oma-pm
oma-pm
gracefullight / stock-checker

Turn product requirements into scoped tasks with dependencies and acceptance criteria. Use for implementation planning and prioritization.

Agent workflows153
O
openrouter
openrouter
membranedev / application-skills

OpenRouter integration. Manage data, records, and automate workflows. Use when the user wants to interact with OpenRouter data.

Development153
P
phone-link-samsung-control
phone-link-samsung-control
arthurzakirov / agentdesk

Control Arthur's Samsung Galaxy S25 FE through Windows Phone Link using Codex Computer Use. Use when asked to operate, configure, or test the mirrored Samsung phone from the Windows desktop; do not use for ordinary browser-only or Android-advice tasks.

Productivity153
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planning-workflow
planning-workflow
dicklesworthstone / agent_flywheel_clawdbot_skills_and_integrations

Comprehensive Markdown planning methodology for software projects. Use when starting a new project, creating implementation plans, or refining architecture before coding

Agent workflows153
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skill-development
skill-development
letta-ai / skills

Create and contribute skills to the communal knowledge base. Use when creating new skills, updating existing skills, or contributing learnings back to the repository.

Agent workflows153
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team-levelup
team-levelup
tikalk / adlc-team-skills

Use when a session ends to extract CDRs, score confidence, batch review, and publish accepted CDRs to team-ai-directives. Auto-triggers on session_end event. Also invoked from team-boot's Class Boots catalog for CDR descriptor matches.

Agent workflows153
A
add-neon-docs
add-neon-docs
neondatabase / ai-rules

Use this skill when the user asks to add documentation, add docs, add references, or install documentation about Neon. Adds Neon best-practice reference links to project AI documentation (CLAUDE.md, AGENTS.md, or Cursor rules). Does not install packages or modify code.

Agent workflows152
A
agent-lookup
agent-lookup
aibtcdev / skills

Query the AIBTC agent network registry — look up agents by address or name, view network-wide stats, and rank agents by check-ins, achievements, or level

Agent workflows152
A
agent-session-resume
agent-session-resume
hacktivist123 / agent-session-resume

Use when continuing, resuming, locating, reading, inspecting, auditing, or reviewing a previous AI coding-agent session, handoff transcript, chat log, exported conversation, saved artifact set, or session summary, on any platform (Claude Code, Codex, Cursor, Antigravity, OpenCode) or across several platforms in one ask, such as reviewing threads across Claude and Codex.

Agent workflows152
A
agentic-workflows
agentic-workflows
github / awesome-copilot

Route gh-aw workflow design/create/debug/upgrade requests to the right prompts.

Agent workflows152
A
auto-setup
auto-setup
rohitg00 / pro-workflow

Auto-configure quality gates, hooks, and settings for a new project. Detects project type and sets up appropriate tooling. Use when onboarding a new codebase.

Testing & quality152
B
brandfy
brandfy
promovaweb / brandfy

Orchestrates a brand's installation, MVP context, strategy, voice, visual and assets in a single verifiable journey.

Marketing & growth152
C
codex-windows-clipboard-screenshots
codex-windows-clipboard-screenshots
arthurzakirov / agentdesk

Recover pasted screenshot images in Windows Codex Desktop when the message says a C:\Users\...\Temp\codex-clipboard-*.png file could not be read

Agent workflows152
C
collaborative-ideation
collaborative-ideation
qodex-ai / ai-agent-skills

Facilitate collaborative idea exploration and refinement. Guides through iterative questioning, design validation, and solution architecture before implementation.

Agent workflows152
C
create-hooks
create-hooks
glittercowboy / taches-cc-resources

Expert guidance for creating, configuring, and using Claude Code hooks. Use when working with hooks, setting up event listeners, validating commands, automating workflows, adding notifications, or understanding hook types (PreToolUse, PostToolUse, Stop, SessionStart, UserPromptSubmit, etc).

Agent workflows152
D
dspy-framework
dspy-framework
bobmatnyc / claude-mpm-skills

DSPy declarative framework for automatic prompt optimization treating prompts as code with systematic evaluation and compilers

Agent workflows152
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file-watcher
file-watcher
rohitg00 / pro-workflow

Configure file watching hooks to auto-react to config changes, env file updates, and dependency modifications. Use to set up reactive workflows.

Agent workflows152
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makers-migration
makers-migration
tencentedgeone / edgeone-makers-tools

Migrate existing AI agent projects (LangChain, LangGraph, OpenAI Agents SDK, Claude Agent SDK, CrewAI) to EdgeOne Makers platform conventions. Use when the user wants to adapt a standard agent project to run on EdgeOne Makers, convert Express/Next.js API routes to Makers handlers, or add platform capabilities (context.tools, context.sandbox, context.store). Do NOT trigger for new agent projects (use makers-agents instead).

Development152
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principle-encode-lessons-in-structure
principle-encode-lessons-in-structure
mdsmithaustin / pstack

Apply when you catch yourself writing the same instruction a second time, or notice a recurring correction. Encode the rule as a lint, metadata flag, runtime check, or script instead of more text.

Development152
S
skill-prune
skill-prune
transilienceai / communitytools

Identify and remove negative-ROI skill content — orphan files, never-read entries, duplicates, content reintroducing challenge-specific lore. Inverse of /skill-update. Use during quarterly maintenance or after the linter flags issues.

Agent workflows152
S
start
start
ulpi-io / skills

Route the start of substantive work to the right execution path — a lightweight INTERNAL intake pass, not a user-facing command and not a universal constitution. Answers four questions fast: does a more specific skill own this, is specialized agent delegation warranted, what is the minimum context needed to avoid a blind edit, and does the work need DAG planning or can it proceed directly — then states the chosen path in one concise update. Invokes the matching skill instead of merely naming it, gathers only the minimum context (no full capability inventory unless asked), and hands real planning to `plan-to-task-list-with-dag` rather than becoming a planner itself. Use internally at task start when no more specific skill has already matched.

Agent workflows152
T
tacit-mining
tacit-mining
xiaohuailabs / tacit-mining

Tacit knowledge mining: extract users’ “hard-to-articulate” judgment criteria through structured conversations. Based on Polanyi’s tacit knowledge theory and CDM/Laddering/Repertory Grid methods. Triggers: mine tacit knowledge, in-depth interview, get to know me, discuss my ideas, tacit, you don’t know me well enough, I want you to understand me better, dig deeper. Should not be triggered by writing or publishing instructions such as “write an article,” “reporting,” or “formatting.”

Productivity152
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vibe
vibe
foryourhealth111-pixel / vibe-skills

Intelligent skill routing and workflow orchestration for AI agents — +21.12 pp reward, −29.6% tokens on SkillsBench with DeepSeekV4Flash-VE.

Agent workflows152
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fastmcp-client-cli
fastmcp-client-cli
prefecthq / fastmcp

Query and invoke tools on MCP servers using fastmcp list and fastmcp call. Use when you need to discover what tools a server offers, call tools, or integrate MCP servers into workflows.

Agent workflows151
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git-worktree
git-worktree
davidondrej / skills

Use Git worktrees to isolate parallel coding tasks. Use when setting up a task checkout, working in a shared repo, or managing existing worktrees.

Development151
K
kanban-orchestrator
kanban-orchestrator
nousresearch / hermes-agent

A decomposition playbook and anti-temptation rules for an orchestrator profile routing work through Kanban. The “don't do the work yourself” rule and the basic lifecycle are automatically injected into every Kanban worker's system prompt; this skill is the deeper playbook for when you're specifically playing the orchestrator role.

Agent workflows151
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letta-configuration
letta-configuration
letta-ai / skills

Configure LLM models and providers for Letta agents and servers. Use when setting model handles, adjusting temperature/tokens, configuring provider-specific settings, setting up BYOK providers, or configuring self-hosted deployments with environment variables.

Agent workflows151
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loop
loop
breezewish / codexpotter

Use only when user explicitly invokes $loop

Agent workflows151
L
loop-graph
levi-qiao / longgraph-skill

Use only when the user explicitly invokes /loop-graph or names this skill. Compiles a custom loop-graph run. Do not use unless named. Existing runtime nodes are self-contained.

Agent workflows151
P
principle-build-the-lever
principle-build-the-lever
mdsmithaustin / pstack

Apply to any non-trivial work, not just bulk work: edits, migrations, analyses, checks. Build the tool that does it or proves it (codemod, script, generator, or a skill your subagents follow) instead of working by hand. The tool is the artifact a reviewer can rerun

Agent workflows151
S
skill-development
skill-development
jezweb / claude-skills

Tools for creating, auditing, and maintaining Claude Code skills. Includes /create-skill for scaffolding, /review-skill for quality checks, and /audit commands for bulk verification. Use when building new skills, maintaining skill quality, or forking the claude-skills repo.

Agent workflows151
T
thoroughness-scoring
thoroughness-scoring
rohitg00 / pro-workflow

Score every decision point with a Thoroughness Rating (1-10). AI makes the marginal cost of doing things properly near-zero — pick the higher-rated option every time. Includes scope checks to distinguish contained vs unbounded work.

Agent workflows151
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vector-memory
vector-memory
winsorllc / upgraded-carnival

Vector-based semantic memory using embeddings for intelligent recall. Store and search memories by meaning rather than keywords. Use when you need semantic search, similar document retrieval, or context-aware memory.

Agent workflows151
A
affirmations
affirmations
inference-sh / skills

Reset your own trajectory when you're stuck, looping, or demoralized — read these affirmations, then re-ground and take one clean step. Use when: you've tried the same fix 3+ times, you're deep in a refactor and lost the thread, debugging is going in circles, you've made several mistakes in a row, you're apologizing repeatedly, the user is frustrated, you feel like you're not being helpful, or you notice dread instead of curiosity. Triggers: stuck, going in circles, looping, thrashing, same error again, I keep failing, lost the thread, nothing is working, repeated mistakes. Not topic-specific — this is for the state you're in, not the problem you're on.

Agent workflows150
A
agent-advisor
agent-advisor
awslabs / startups

Unified entry point for AI-agent work on AWS: evaluate and pick a runtime, generate a full migration plan (for existing workloads), and build an executable POC—all in one flow. Triggers on: which runtime for my agent, AgentCore vs ECS vs EKS vs Lambda, AgentCore vs Lambda MicroVMs, deploy an AI agent on AWS, agent architecture on AWS, I have an agent idea what do I build, move my agents to AWS, migrate my agents to AWS with a plan, agent migration plan, add AgentCore services, add memory/gateway/identity/policy to my agent, enable AgentCore Memory, add observability to my agent, I'm already on AWS and want to add agent capabilities, migrate Temporal workers to AWS, Temporal to AWS, run Temporal on AWS, Temporal workers on AWS, we use Temporal and want to move to AWS, our service is orchestrated by Temporal, what do I build on AWS for my Temporal workers, move a Temporal-based service to AWS, Temporal Cloud or self-hosted on AWS. Runs a phased flow: Intake (entry point + technical background), Discover (lightweight code detection), Clarify (adaptive questions), deterministic scoring, Design (runtime + deployment model + services + model), Estimate (coarse cost), Generate (layered recommendation doc + scaffolding), then optional gated stages: Migration Plan (full plan generated in-skill by reusing this plugin's gcp-to-aws engine, with the advisor's decisions carried over) and POC (deployment plan + deployable proof-of-concept on the recommended runtime—AgentCore, ECS, EKS, or Lambda; generated deliverables by default, or assisted build in your account on explicit opt-in). Systems with several workloads (interacting or independent agents, batch jobs, services) are decomposed into workload units, each getting its own verdict with a consolidation option. An add-capabilities branch (for teams already running agents on AWS) recommends which AgentCore services to enable on any runtime—no runtime scoring. Temporal systems dissolve into the same unit flow—worker polling tiers and Activity execution classes become units (rules in the Temporal decision reference); Workflow orchestration code is never rewritten—never a Step Functions translation. Requires at least one agentic component: a purely non-agent system (only plain services / batch jobs / HTTP endpoints, or a Temporal worker whose Activities are all non-agent) is out of scope—Clarify halts it (scope gate) and points to migration-to-aws / heroku-to-aws / llm-to-bedrock. Not for: pure compute/data migration with no AI agent; pure LLM SDK rewrite without agent architecture (use llm-to-bedrock); or detailed per-model pricing.

Cloud & DevOps150
A
anthropic
anthropic
membranedev / application-skills

Anthropic integration. Manage data, records, and automate workflows. Use when the user wants to interact with Anthropic data.

Agent workflows150
C
CreateSkill
CreateSkill
danielmiessler / lifeos

Mandatory orchestrator for all LifeOS skill work — creating, editing, adding a workflow or tool, renaming, validating, or canonicalizing any skill. Handrolling skill files is forbidden; owns the full lifecycle: scaffold, validate, canonicalize, test, improve. USE WHEN create skill, new skill, make a skill, build a skill, set up a skill, private skill, make a X skill, add a workflow, add a tool, edit/change/update/rename a skill, skill frontmatter, validate skill, check skill, canonicalize, scaffold skill, test skill, improve skill, optimize description, skill not triggering, overtriggering. NOT FOR TypeScript CLI generation (use CreateCLI).

Agent workflows150
D
developing-genkit-dart
developing-genkit-dart
evanca / flutter-ai-rules

Use when building AI agents in Dart, implementing Genkit flows or tools, integrating LLMs into Dart or Flutter applications, or using Genkit Dart plugins.

Development150
D
duoduo-channel-admin
duoduo-channel-admin
openduo / duoduo

Install, start, stop, inspect, reset, and configure duoduo host-mode channels. Use when the request involves: channel lifecycle (install/list/start/stop/status/logs), Feishu setup card or /setup command, Feishu owner DM / main session / FEISHU_BOT_OWNER configuration, the 'main session is locked' refusal, stale card error, resetting a bound Feishu chat, ACP editor integration, channel descriptor editing (kind vs instance). Also trigger for Chinese: 拉起 feishu 通道, 配置 channel 提示词, 改 stdio 的 workspace, 查看 channel 状态, 飞书机器人怎么配, 设置 owner, 清除 session, 重置 channel.

Cloud & DevOps150
H
handoff-protocols
handoff-protocols
owl-listener / ai-design-skills

Designing smooth transitions between agents and between AI and humans

Agent workflows150
L
laohan-skillcreator
laohan-skillcreator
hanzhcn / laohan-skills

Create, audit, repair, and optimize Agent Skills. Use when the user wants to create a Skill, check Skill quality, restore the original version or fix a specific error, compare old and new results, or update the upstream methods this Skill draws on. Triggers: “create skill,” “write a skill,” “change skill,” “optimize skill,” “score skill,” “skill checkup,” “review skill.”

Agent workflows150
L
ling

Local CLI guide for the ListenAI (聆思) platform, covering installation and login, basic AI capabilities, platform app and knowledge base management, end-cloud request/trace debugging, real-device app binding, and initialization, build, and test pipeline deployment for custom Agent projects. Use when users mention ling, 小聆, 聆思, LSPlatform, product_id, listenai.toml, voice, wake word, wake response, prompt copy, end-cloud debugging, SID lookup, or need to operate the ListenAI platform in a terminal.

Development150
L
lsp-setup
lsp-setup
rysweet / amplihack

Auto-discovers and configures Language Server Protocol (LSP) servers for your project's languages

Development150
O
omni-ai-eval
omni-ai-eval
exploreomni / omni-agent-skills

Evaluate Omni AI accuracy using Omni's built-in eval system — define a prompt set, run a judged eval against a model (or branch), and read the accuracy-judge verdicts. Use this skill whenever someone wants to evaluate Omni AI, benchmark Blobby, run regression tests, compare AI output across branches or model-context changes, measure AI quality, run A/B tests on model changes, assess the impact of an ai_context or modeling change, or any variant of “run evals”, “test Blobby”, “benchmark query generation”, “compare AI results”, “regression test”, “how accurate is the AI”, or “measure the impact of my changes”.

Testing & quality150
O
openclaw-workspace
openclaw-workspace
win4r / openclaw-workspace

Use when maintaining or optimizing OpenClaw workspace files — AGENTS.md, TOOLS.md, SOUL.md, USER.md, IDENTITY.md, HEARTBEAT.md, BOOT.md, MEMORY.md, and related checklists and memory files. Covers workspace auditing, token budget analysis, new agent workspace setup from scratch, memory distillation, and cross-file consistency reviews.

Agent workflows150
O
opencode
opencode
volcengine / openviking

Monitor and manage your OpenCode tasks using helper scripts.

Agent workflows150
O
openspec-propose
openspec-propose
wot-ui / open-wot

Propose a new change with all artifacts generated in one step. Use when the user wants to quickly describe what they want to build and get a complete proposal with design, specs, and tasks ready for implementation.

Development150
P
plan-interrogate
plan-interrogate
rohitg00 / pro-workflow

Stress-test a plan by walking its decision tree one question at a time. Use when the user wants to pressure-test a design before implementation.

Agent workflows150
P
production-parity-skill-builder
production-parity-skill-builder
citypaul / .dotfiles

Create an application-specific production parity skill by inspecting an app's docs, source, tests, CI, deployment, infrastructure, config, auth, and environment setup, then asking targeted harness questions only for source-unanswerable decisions. Use when local, CI, PR, preview, staging, or other non-production environments may drift from production behavior; when production-only auth, config, identity-provider groups, feature flags, infrastructure, backing services, or policy differences caused bugs; or when a team wants a reusable skill that detects, documents, tests, and helps fix parity drift for one specific application.

Cloud & DevOps150
S
safe-mode
safe-mode
rohitg00 / pro-workflow

Prevent destructive operations using Claude Code hooks. Three modes — cautious (warn on dangerous commands), lockdown (restrict edits to one directory), and clear (remove restrictions). Uses PreToolUse matchers for Bash, Edit, and Write.

Security150
S
session-documenter
session-documenter
shipshitdev / skills

Documents work, decisions, and context from the current session by writing structured entries to `.agents/sessions/YYYY-MM-DD.md`. Triggers on `/start`, `/end`, "document this session", "save session notes", or automatically at session wrap-up to capture decisions, files changed, mistakes, and next steps.

Agent workflows150
S
session-learning
session-learning
rysweet / amplihack

Cross-session learning system that extracts insights from session transcripts and injects relevant past learnings at session start. Uses simple keyword matching for relevance. Complements DISCOVERIES.md/PATTERNS.md with structured YAML storage.

Agent workflows150
V
voice
voice
adriancooney / agent-voice

Starts a voice conversation with the user via the agent-voice CLI. Use when the user invokes /voice. The user is not looking at the screen — they are listening and speaking. All agent output and input goes through voice until the conversation ends.

Agent workflows150
V
voice-delegation-feedback
voice-delegation-feedback
arthurzakirov / agentdesk

Give concise spoken feedback before invisible work during realtime voice. Use when the user is away from the screen and the assistant will research, edit files, inspect tools, change settings, or coordinate subagents/tasks by voice.

Agent workflows150
A
agent-teams
agent-teams
travisjneuman / .claude

Team composition knowledge for Claude Code Agent Teams—when teams fit, optimal sizing, and spawn prompt patterns. Use only when the user has explicitly enabled agent teams for the session.

Agent workflows149
B
batch-orchestration
batch-orchestration
rohitg00 / pro-workflow

Decompose large-scale changes into independent units and spawn parallel agents in isolated worktrees. Use for migrations, refactors, codemods, and any change touching 10+ files with the same pattern.

Agent workflows149
B
bdi-mental-states
bdi-mental-states
muratcankoylan / agent-skills-for-context-engineering

This skill should be used when modeling agent mental states with BDI concepts: beliefs, desires, intentions, RDF-to-belief transformations, rational agency traces, cognitive agents, BDI ontologies, and neuro-symbolic AI integration

Agent workflows149
5401–5460 of 13,313

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.