mcpField

Skills

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

Agent workflows

A
absolute-work
absolute-work
dhruvjainin / absolute

Absolute skills to 10x your development lifecycle

Agent workflows202
B
bro-give-me-plan
bro-give-me-plan
irpsv / ai-bro

Составляет однозначный план реализации без написания кода. Используй, когда пользователь явно просит составить, подготовить или расписать план реализации, внедрения либо исправления. Не используй, когда пользователь хочет обсудить варианты и ещё не выбрал решение, просит зафиксировать только желаемый результат без шагов, сразу реализовать задачу или провести ревью изменений.

Agent workflows202
C
claude-memory-kit
claude-memory-kit
rohitg00 / awesome-claude-code-toolkit

Persistent memory system for Claude Code. Two-layer architecture (hot cache + knowledge wiki), safety hooks, /close-day end-of-day synthesis. Zero external dependencies.

Agent workflows202
C
Convex Agents Fundamentals
Convex Agents Fundamentals
sstobo / convex-skills

Sets up and configures Convex agents for chat-based AI interactions. Use when initializing agent instances, creating conversation threads, and generating basic text or structured responses from LLMs. Essential foundation for any Convex agent implementation.

Agent workflows202
C
Convex Agents Human Agents
Convex Agents Human Agents
sstobo / convex-skills

Integrates human agents into automated workflows for human-in-the-loop interactions. Use when humans need to respond alongside AI agents, handle escalations, or provide context that AI cannot determine.

Agent workflows202
C
Convex Agents Usage Tracking
Convex Agents Usage Tracking
sstobo / convex-skills

Tracks LLM token consumption and usage metrics for billing, monitoring, and optimization. Use this to log token usage, calculate costs, generate invoices, and understand which agents or users consume the most resources.

Data & databases202
C
Convex Agents Workflows
Convex Agents Workflows
sstobo / convex-skills

Orchestrates multi-step agent operations with durable execution, automatic retries, and recovery from failures. Use this for complex workflows that need to survive server restarts or coordinate multiple agents.

Agent workflows202
C
ctx-agent-history-search

Use ctx to search local coding-agent history before acting. Use when prior agent sessions may contain relevant insights, decisions, attempts, or transcript context.

Agent workflows202
D
deep-research-skills
deep-research-skills
wentorai / research-plugins

13 deep research & systematic reviews skills. Trigger: systematic reviews, multi-source synthesis, comprehensive literature surveys. Design: multi-step research protocols with quality assessment and evidence grading.

Productivity202
E
example-skill
example-skill
anthropics / claude-plugins-official

This skill should be used when the user asks to “demonstrate skills”, “show skill format”, “create a skill template”, or discusses skill development patterns. Provides a reference template for creating Claude Code plugin skills.

Agent workflows202
M
make-ai-assistant
make-ai-assistant
qfeius / make-platform-skills

Use when integrating, upgrading, debugging, or reviewing @qfei-design/make-ai-assistant in a Make App: Agent discovery, multi-session chat, streaming, file/image input, Service gateway routes, and package-owned UI. Does not own generic dialogs, model behavior, authentication or permission policy, DSL, or publishing.

Development202
P
plan-writing
plan-writing
vudovn / ag-kit

Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work.

Agent workflows202
W
Workflow Designer
Workflow Designer
jmsktm / claude-settings

Design and optimize AI-powered workflows for complex tasks

Agent workflows202
A
absolute-work
absolute-work
maddhruv / absolute

End-to-end, phase-gated SDLC for AI coding agents: relentless design interview → reviewed spec → dependency-graphed task board → safe-wave TDD execution → verification → converge. Handles features, bugs, refactors, greenfield projects, planning breakdowns, and migrations. Triggers on “absolute work”, “build this end-to-end”, “plan and build”, “break this into tasks”, “grill me on this plan”, “pick up this ticket”, “run this migration”.

Agent workflows201
A
alplan
alplan
paleo / alignfirst

Execute the AlignFirst planning protocol.

Agent workflows201
A
ask-bridge
ask-bridge
doggy8088 / ask-bridge

A complete Agent Skill for using the ask-bridge CLI. Use ask-bridge to delegate low-risk, exploratory AI research, summarization, document analysis, code snippet analysis, error-message organization, option comparison, first-draft generation, or delegable background research to the ChatGPT, Gemini, or Claude websites. Use when Codex needs to call web-based AI through the local ask-bridge command, use ChatGPT/Gemini/Claude web quotas, attach files or images, switch models, set timeouts, retrieve or save responses, download generated images, manage browser sessions, update ask-bridge, or look up all options and subcommand usage.

Agent workflows201
B
Brainstorming Ideas Into Designs
Brainstorming Ideas Into Designs
bobmatnyc / claude-mpm-skills

Interactive idea refinement using the Socratic method to develop fully formed designs

Development201
B
buddy
buddy
rajveer-mahida / buddy-skills

Multi-agent workflow orchestrator for software projects. Invoke when the user says "Hey Buddy", asks to work on a task, wants to check Linear tasks, start continuous monitoring for new issues, or needs a full develop-test-review cycle on any software change. Orchestrates specialized agent roles in a loop until the task is complete.

Agent workflows201
C
claude-session-manager
claude-session-manager
sugarforever / 01coder-agent-skills

Manage Claude Code session transcripts from local JSONL storage, including listing candidate sessions, exporting full or selected sessions to organized Markdown, inspecting archives, and summarizing tool-call history. Use when the user asks to scan, parse, archive, inspect, recover, summarize, manage, or convert Claude Code sessions, `~/.claude/projects` data, `.jsonl` transcripts, tool-call history, or hard-to-read Claude Code conversation logs.

Agent workflows201
C
Convex Agents Context
Convex Agents Context
sstobo / convex-skills

Customizes what information the LLM receives for each generation. Use this to control message history, implement RAG context injection, search across threads, and provide custom context.

Agent workflows201
C
Convex Agents Files
Convex Agents Files
sstobo / convex-skills

Handles file uploads, image attachments, and media processing in agent conversations. Use this when agents analyze images, process documents, or generate files.

Agent workflows201
C
Convex Agents Messages
Convex Agents Messages
sstobo / convex-skills

Sends, saves, retrieves, and manages messages within agent conversations. Use this when handling user messages, displaying conversation history, and working with UIMessages for rich rendering.

Development201
C
Convex Agents Playground
Convex Agents Playground
sstobo / convex-skills

Sets up a web UI for testing, debugging, and developing agents without code. Use this to manually test agents, browse conversation history, and verify behavior in real-time.

Testing & quality201
C
Convex Agents Rate Limiting
Convex Agents Rate Limiting
sstobo / convex-skills

Controls message frequency and token usage to prevent abuse and manage API budgets. Use this to implement per-user limits, global caps, burst capacity, and token quota management.

Development201
C
Convex Agents Threads
Convex Agents Threads
sstobo / convex-skills

Manages conversation threads to group messages into linear histories. Use this when organizing multi-turn conversations, managing per-user history, and handling thread metadata.

Agent workflows201
C
create-yourself
create-yourself
notdog1998 / yourself-skill

Why distill others when you can distill yourself? Deconstruct your chat history, diaries, and photos into a runnable digital self. | 与其蒸馏别人,不如蒸馏自己。欢迎加入数字永生!

Agent workflows201
I
ID8Labs Agent Suite
ID8Labs Agent Suite
jmsktm / claude-settings

Complete idea-to-exit pipeline for solo builders, with 8 interconnected agents managing the entire product lifecycle

Agent workflows201
I
implement
implement
yonatangross / orchestkit

Full-power feature implementation using parallel subagents for backend, frontend, testing, and security, with worktree isolation and quality verification in one workflow. Chains with /ork:cover for tests and /ork:verify for validation. Use when asked to build, add, create, scaffold, or set up a new feature, endpoint, component, or UI capability. Not for fixing a bug, reviewing, explaining, testing, or comparing existing code.

Development201
I
in-your-own-words
in-your-own-words
michael-denyer / pstack-claude

Restate in your own words what you think the user's goals are and what problem they're trying to solve. Use for /in-your-own-words.

Agent workflows201
M
mcp-app-builder
mcp-app-builder
alpic-ai / skybridge

Guide developers through creating and updating MCP Apps. Covers the full lifecycle: brainstorming ideas against UX guidelines, bootstrapping projects, implementing tools/views, debugging, running dev servers, deploying and connecting apps to ChatGPT. Use when a user wants to create or update a MCP App, MCP server or use the Skybridge framework.

Development201
N
nemo-relay-instrument-calls
nemo-relay-instrument-calls
nvidia / skills

Use this skill when an application owns tool or LLM/provider call sites and needs to wrap them with NeMo Relay scopes and managed execution APIs for lifecycle events, middleware, or guardrails.

Development201
O
orchestrator
orchestrator
curiositech / some_claude_skills

Master coordinator that delegates to specialist skills, synthesizes outputs, AND creates new skills on-the-fly when needed. Expert in problem decomposition, skill orchestration, quality assurance,

Agent workflows201
P
pi-dev-rules
pi-dev-rules
agents365-ai / 365-skills

Authoritative reference for Pi (@earendil-works/pi-coding-agent): installation, configuration, execution, and extension. Use for the CLI and configuration, providers and models, extensions, skills, MCP, codemode, the SDK/RPC, security and trust, design philosophy, and the pi repository's internals and contribution rules

Agent workflows201
P
prompt-doctor
prompt-doctor
0xd669 / skills

Writes, rewrites, diagnoses, and improves any LLM prompt with minimal, high-signal edits. Use when the user wants to create a new prompt from scratch, review or fix a prompt that produces poor output, simplify or tighten instructions, restructure a long prompt, or expand an existing prompt. Covers system prompts, agent instructions, CLAUDE.md rules, SKILL.md prompt bodies, chat templates, structured-output prompts, RAG context templates, and prompt strings embedded in code. Also use when editing any file whose primary content is LLM instructions. Do not use for skill scaffolding, packaging, or evaluation runs; rewriting an existing skill's prompt body is in scope.

Agent workflows201
P
prompt-engineering-expert
prompt-engineering-expert
tomstools11 / prompt-engineering-expert

Advanced expert in prompt engineering, custom instructions design, and prompt optimization for AI agents

Agent workflows201
P
prompt-engineering-expert
prompt-engineering-expert
s3labsai / prompt-engineering-expert

Advanced Claude skill for prompt engineering expertise, custom instructions design, and prompt optimization

Agent workflows201
S
schedule
schedule
poteto / noodle

Orders scheduler. Reads .noodle/mise.json and writes .noodle/orders-next.json. Schedules work orders based on backlog state, plan phases, session history, and task type schedules. Triggers when orders are empty, after backlog changes, when the loop re-evaluates, or when /schedule is invoked.

Agent workflows201
A
add-webmcp
add-webmcp
browserbase / skills

Analyze an existing web application, identify safe user-visible capabilities across routes, forms, server actions, handlers, and schemas, then implement first-party WebMCP tools and validate discovery and invocation with Stagehand. Use when the user asks to make a codebase agent-ready, expose website features as WebMCP tools, or add WebMCP directly to an app rather than generating a standalone injection script from a URL.

Development200
C
cartographer
cartographer
kingbootoshi / cartographer

Maps and documents codebases of any size by orchestrating parallel subagents. Creates docs/CODEBASE_MAP.md with architecture, file purposes, dependencies, and navigation guides. Updates CLAUDE.md with a summary. Use when the user says "map this codebase", "cartographer", "/cartographer", "create codebase map", "document the architecture", "understand this codebase", or when onboarding to a new project. Automatically detects if map exists and updates only changed sections.

Development200
C
cco-anatomy
cco-anatomy
egorfedorov / claude-context-optimizer

Generate a compact project map so Claude understands the codebase without opening every file

Agent workflows200
C
context-driven-development
context-driven-development
sickn33 / agentic-awesome-skills

Guide for implementing and maintaining context as a managed artifact alongside code, enabling consistent AI interactions and team alignment through structured project documentation.

Agent workflows200
C
Convex Agents Debugging
Convex Agents Debugging
sstobo / convex-skills

Troubleshoots agent behavior, logs LLM interactions, and inspects database state. Use this when responses are unexpected, to understand context the LLM receives, or to diagnose data issues.

Testing & quality200
C
cursor-webhooks
cursor-webhooks
hookdeck / webhook-skills

Receive and verify Cursor Cloud Agent webhooks. Use when setting up Cursor webhook handlers, debugging signature verification, or handling Cloud Agent status change events (ERROR, FINISHED).

Development200
F
find-skills
find-skills
thedesignproject / agent-skills

Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.

Agent workflows200
G
gemini-peer-review
gemini-peer-review
jezweb / claude-skills

Get a second opinion from Gemini on code, architecture, debugging, or security. Uses direct Gemini API calls with no CLI dependencies. Trigger with 'ask gemini', 'gemini review', 'second opinion', 'peer review', or 'consult gemini'

Testing & quality200
M
mcp-builder

No description yet

Development200
P
pi-web-search
pi-web-search
davidondrej / skills

ONLY for Pi Agents — all other agents have their own web tools. How Pi accesses the web via the pi-web-access package — search, fetch URLs/PDFs/YouTube/GitHub. Use whenever a Pi task needs current info, docs, news, prices, or content from a specific URL.

Productivity200
S
session-learner

No description yet

Agent workflows200
S
Simplified Technical English (ASD-STE100)
Simplified Technical English (ASD-STE100)
danyuchn / asd-ste100-skill

Rewrites ambiguous English into ASD-STE100 style — one meaning per word, active voice, simple tense, short sentences. Use when agent output is hard to parse; triggers: simplify this, STE100 rewrite.

Agent workflows200
A
agent-development
agent-development
aiskillstore / marketplace

Use this skill when the user asks to “create an agent,” “add an agent,” “write a subagent,” “agent frontmatter,” “when to use description,” “agent examples,” “agent tools,” “agent colors,” or “autonomous agent,” or needs guidance on agent structure, system prompts, triggering conditions, or agent development best practices for Claude Code plugins.

Agent workflows199
A
agent-evaluation
agent-evaluation
guia-matthieu / clawfu-skills

Use when testing skills, commands, or agents for quality. Use after creating new skills, before deploying agents, or when debugging inconsistent agent behavior. Triggers on “evaluate”, “test quality”, “is this skill working”, or QA of AI workflows.

Testing & quality199
D
dsh-benchmark-case
dsh-benchmark-case
oh-my-dsh / dsh-plugin-upgrade-skill

Use when the user hands over a dsh plugin repository (or a real migration commit / version corridor) and wants its upgrade experience extracted into one auto-graded Harbor benchmark exam task — produce tasks/<id>/ (fixture + instruction.md + task.toml + judge.mjs + solution) that harbor run can grade 0–1 and that folds into the dsh-plugin-upgrade-skill benchmark suite; also applies to turning existing version cards (references/v*.md) into executable exam tasks. Not for writing upgrade cards; not for running the benchmark.

Testing & quality199
O
olares-shared
olares-shared
beclab / olares

Foundation for the olares-cli skill suite: choose the right domain skill, understand the Olares platform model each task depends on, and decide whether the active profile can proceed or needs login recovery. Use first for runtime skills, and directly for Olares ID, profile, login, 2FA/TOTP, refresh token, keychain, auth errors, or uncertainty about which Olares skill owns a task.

Cloud & DevOps199
P
pro-workflow
pro-workflow
rohitg00 / pro-workflow

Complete AI coding workflow system. Orchestration patterns, 18 hook events, 8 agents, cross-agent support, reference guides, and searchable learnings. Works with Claude Code, Cursor, and 32+ agents.

Agent workflows199
R
rlm
rlm
guia-matthieu / clawfu-skills

Process large codebases (>100 files) using the Recursive Language Model pattern. Orchestrates parallel sub-agents to map-reduce across files without context rot. Use when: analyzing large repositories; auditing security or auth across many files; finding patterns across 50+ files; processing large log files or data dumps.

Agent workflows199
S
skill-reviewer
skill-reviewer
bytedance / deer-flow

Reviews DeerFlow skill packages for readiness, triggers, safety boundaries, resources, and evidence. Invoke when users ask to audit, grade, or production-check an existing skill.

Agent workflows199
W
workspace
workspace
tikalk / adlc-team-skills

Use when coordinating a multi-repo workspace — init the .adlc/ structure, discover and link child repos as submodules, or audit workspace health (branch, dirty, unpushed, SHA drift).

Development199
A
agent-readiness
agent-readiness
uinaf / agent-skills

Stack skills for coding agents: install per repository

Agent workflows198
A
aldescription
aldescription
paleo / alignfirst

Execute the AlignFirst description protocol

Agent workflows198
A
arena
arena
shrimpwtf / oh-my-pstack

Spawn N parallel candidates at the same task, pick a base, graft the strongest parts of the losers into it. Use for /arena, 'arena this', 'throw it in the arena', or when one attempt at a non-trivial artifact would lock in the wrong shape.

Agent workflows198
4561–4620 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.