AGENT SKILLS · 任务装备

值得安装的 Agent Skills

汇总公开仓库中已验证的 Skills。安装前先看清它能做什么、包内包含什么、热度如何，以及来源是否可靠。

目录范围: 已验证
Skills: 23,248
仓库: 3589
最近同步: 2026年11月4日

23,248 Skills

mcp-client

Connect to and consume MCP servers from applications. Use when: integrating MCP servers into your app, building AI agents that use MCP tools, testing MCP server implementations, or programmatically calling MCP tools and reading resources.

安装量: —
GitHub Stars: 192
最近更新: 11月4日

mcp-server-builder

Build Model Context Protocol (MCP) servers that connect AI agents to external services and data sources. Use when a user asks to create an MCP server, build an MCP tool, connect an AI agent to an API, create a tool server for Claude, build MCP resources, or expose a database/service via MCP. Generates TypeScript or Python MCP servers with tools, resources, and prompts following the official MCP specification.

安装量: —
GitHub Stars: 192
最近更新: 11月4日

media-buying

Plan and execute media buying across digital and traditional channels — programmatic advertising, DSP platforms, direct buys, and budget allocation. Use when tasks involve programmatic ad buying, real-time bidding (RTB), demand-side platform setup, media plan creation, CPM/CPC/CPA optimization, cross-channel budget allocation, audience segmentation for paid media, or negotiating direct ad placements.

安装量: —
GitHub Stars: 192
最近更新: 11月4日

medusa

Medusa is an open-source headless commerce platform (Node.js, TypeScript, PostgreSQL) that serves products, carts, orders, payments and an admin dashboard over a REST API. Use when a user asks to build an online store backend, create a headless e-commerce platform, set up product management and checkout, build a custom storefront, add Stripe payments to a store, manage inventory and orders, upgrade Medusa v1 code to v2, or replace Shopify with an open-source alternative. Covers Medusa v2: produc

安装量: —
GitHub Stars: 192
最近更新: 11月4日

meeting-notes

Transform raw meeting notes or transcripts into structured, actionable summaries. Use when a user asks to summarize meeting notes, organize a transcript, extract action items from a meeting, create meeting minutes, format discussion notes, or turn a call recording transcript into a summary.

安装量: —
GitHub Stars: 192
最近更新: 11月4日

meilisearch

Add fast, typo-tolerant full-text search with Meilisearch. Use when a user asks to add search to an app, implement full-text search, set up a search engine, replace Elasticsearch with something simpler, add autocomplete or instant search, build a product catalog search, index documents for search, configure search relevancy, add faceted filtering, or deploy a self-hosted search engine. Covers indexing, querying, facets, filtering, sorting, multi-tenancy, and integration with Node.js, Python, and

安装量: —
GitHub Stars: 192
最近更新: 11月4日

mem0

Adds persistent, personalized long-term memory to LLM apps and agents with Mem0, the open-source memory layer: it extracts facts from conversations, stores them in a vector database and retrieves them in later sessions. Use when a user asks to make a chatbot or agent remember user preferences across sessions, add memory to an AI app, or search, update and delete stored memories per user.

安装量: —
GitHub Stars: 192
最近更新: 11月4日

mermaid

Mermaid turns short text definitions into diagrams (flowcharts, sequence, ER, class, state, Gantt, C4 and architecture diagrams) that render in Markdown on GitHub, GitLab and docs sites. Use when a user asks to "draw a flowchart", "make a sequence diagram", "generate an ER diagram from my schema", "embed a diagram in the README", or "export a diagram to SVG or PNG".

安装量: —
GitHub Stars: 192
最近更新: 11月4日

metabase

Metabase is an open-source business intelligence tool for creating dashboards and visualizations. Learn Docker deployment, database connections, creating questions and dashboards, embedding analytics, and API usage.

安装量: —
GitHub Stars: 192
最近更新: 11月4日

metasploit

Exploit vulnerabilities with Metasploit Framework. Use when a user asks to exploit known CVEs, generate payloads, perform post-exploitation, pivot through networks, or build exploit chains in penetration tests.

安装量: —
GitHub Stars: 192
最近更新: 11月4日

microsoft-agent-framework

Microsoft Agent Framework is an open-source framework for building AI agents and multi-agent workflows in Python and .NET, the successor to Semantic Kernel agents and AutoGen. Use this skill when a user asks to build an agent with tools, run sequential, concurrent, handoff or group-chat orchestrations, host agents on Microsoft Foundry or OpenAI, or migrate from Semantic Kernel agents (AgentGroupChat) to Agent Framework.

安装量: —
GitHub Stars: 192
最近更新: 11月4日

microsoft-teams

Build bots, automate workflows, and manage Microsoft Teams programmatically via Microsoft Graph API. Use when someone asks to "build a Teams bot", "automate Teams messages", "create Teams channels", "integrate with Teams", "Teams webhook", "send Teams notifications", "manage Teams meetings", or "Teams app development". Covers Workflows webhooks (the replacement for discontinued Office 365 connectors), Graph API for channels and meetings, and bots with the Teams SDK.

安装量: —
GitHub Stars: 192
最近更新: 11月4日

microsoft-word

Create, edit, and manipulate Word documents (.docx) programmatically. Use when someone asks to "generate a Word document", "create a report in docx", "mail merge", "fill Word template", "extract text from Word", "convert markdown to Word", "add tables to Word", or "automate document generation". Covers python-docx for file manipulation, docxtpl for templates, and Microsoft Graph API for cloud documents.

安装量: —
GitHub Stars: 192
最近更新: 11月4日

mikro-orm

MikroORM is a TypeScript ORM for Node.js built on the Data Mapper, Unit of Work, and Identity Map patterns, supporting PostgreSQL, MySQL, MariaDB, SQLite, and MongoDB. Use when a user asks to define decorator-based entities, set up automatic change tracking and batched flushes, write query-builder queries, generate or run migrations, seed a database, or build a DDD-friendly data layer in TypeScript.

安装量: —
GitHub Stars: 192
最近更新: 11月4日

mineru

Converts PDFs, scanned pages, images and Office files into Markdown or structured JSON with MinerU, keeping headings, reading order, tables and formulas. Use when a user asks to turn a complex or scanned PDF into Markdown, extract tables from a PDF report, OCR a document for an LLM, batch-convert a folder of papers or reports, or let an agent read a long document page by page with citable locators. Runs locally on CPU or GPU; cloud parsing only when explicitly requested.

安装量: —
GitHub Stars: 192
最近更新: 11月4日

minimalist-review

Reviews a business or product plan against simplicity and profitability criteria and returns a written verdict: the plan restated in one sentence, an inventory of its parts tagged keep, replace, defer or drop, a ten-check scorecard, break-even, payback and worst-case figures, the smallest version worth trying, and the conditions for stopping. Use when someone asks "review my business plan", "is this plan too complicated", "what can we cut from the roadmap", "should we build this or start smaller

安装量: —
GitHub Stars: 192
最近更新: 11月4日

minimind

MiniMind is an open-source PyTorch project that trains a 64M-parameter GPT-style language model from scratch on one GPU in about two hours. Use when a user wants to learn how LLMs work by building one, pretrain and fine-tune a tiny model, run LoRA, DPO or PPO/GRPO experiments on a small model, or serve a MiniMind checkpoint through an OpenAI-compatible API.

安装量: —
GitHub Stars: 192
最近更新: 11月4日

minio

Self-host S3-compatible object storage with MinIO. Use when a user asks to set up self-hosted object storage, create an S3-compatible API on their own server, store files without AWS, set up a private cloud storage, manage buckets and objects, configure storage for backups, host static assets, or replace AWS S3 with a self-hosted solution. Covers single-node deployment from source, bucket management, presigned URLs, lifecycle policies, and integration with apps via the S3 API.

安装量: —
GitHub Stars: 192
最近更新: 11月4日

mintlify

Mintlify is a hosted documentation platform that turns MDX files and a docs.json config in a Git repository into a developer docs site with built-in search, an API playground generated from OpenAPI, and an AI assistant. Use this skill to create a documentation site, set up the mint CLI, write MDX pages with components, generate API reference pages from an OpenAPI spec, preview locally, validate and deploy; also to migrate an old mint.json project.

安装量: —
GitHub Stars: 192
最近更新: 11月4日

mise

Manages per-project tool versions (Node.js, Python, Go, Rust, Ruby and hundreds more), environment variables and tasks from one mise.toml file, as a single binary that replaces nvm, pyenv, rbenv and asdf. Use when a user asks to pin Node.js/Python/Go versions per project, replace nvm/pyenv/asdf, share tool requirements with a team or CI, lock resolved versions, or define project tasks.

安装量: —
GitHub Stars: 192
最近更新: 11月4日

mistral-api

Mistral AI API gives access to Mistral's chat, code, embedding, OCR and speech models from a Paris-based provider, with an optional EU regional endpoint. Use when you need chat completions, streaming, function calling, JSON output, Codestral fill-in-the-middle, embeddings, or EU-region inference.

安装量: —
GitHub Stars: 192
最近更新: 11月4日

mixpanel

Mixpanel is a product analytics service for tracking events, building funnels and retention reports, and segmenting users. Use when a user asks to add Mixpanel tracking to a web app, send server-side events from Node.js or Python, identify users, set up company-level group analytics, import historical events, or pull data out with the Query and Export APIs.

安装量: —
GitHub Stars: 192
最近更新: 11月4日

mkdocs

MkDocs is a Python static site generator that builds a documentation site from Markdown files and one mkdocs.yml, most often with the Material for MkDocs theme. Use when a user asks to create project documentation, configure MkDocs themes, add search and navigation, customize Markdown extensions, deploy docs to GitHub Pages, version docs with mike, or decide between MkDocs 1.x, Material for MkDocs and its successor Zensical.

安装量: —
GitHub Stars: 192
最近更新: 11月4日

mlflow

MLflow is an open-source platform for tracking machine-learning experiments, versioning models in a registry and serving them as a REST API. Use it when the user wants to log parameters, metrics and artifacts, compare runs, register a model with aliases like "production", set up a shared tracking server, or serve a trained model locally. Covers MLflow 3 (name= in logmodel, signatures, skops serialization for scikit-learn).

安装量: —
GitHub Stars: 192
最近更新: 11月4日

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