📁文件系统 MCP 推荐

Scrapes public Twitter/X profiles and recent tweets using browser automation with anti-detection and optional profile discovery via Google or DuckDuckGo.

Process, enhance, and convert audio files with noise removal, normalization, format conversion, transcription, and podcast workflows.

MarkItDown is a Python utility from Microsoft for converting various files (PDF, Word, Excel, PPTX, Images, Audio) to Markdown. Useful for extracting structu...

Track parcels via the 17TRACK API (local SQLite DB, polling + optional webhook ingestion)

Persistent semantic memory layer for AI agents. Local-first storage (SQLite+LanceDB) with Ollama embeddings. Store and recall facts, decisions, preferences, events, relationships across sessions. Supports memory decay, deduplication, typed memories (5 types), memory relationships (7 graph relation types), agent/user scoping, semantic search, context-aware recall, auto-extraction from text (rules/LLM/hybrid), import/export, REST API, MCP protocol. Solves context window and compaction amnesia. Server at localhost:3400, dashboard at /dashboard. Install via npm (engram-memory), requires Ollama with nomic-embed-text model.

Analyze brands to generate comprehensive brand identity profiles (JSON). Use when the user wants to analyze a brand, create a brand profile, or needs brand data for ad generation. Stores profiles for reuse across Ad-Ready, Morpheus, and other creative workflows. Can list existing profiles and update them.

Convert markdown files to clean, formatted PDFs using reportlab

Analyze code performance to identify bottlenecks, detect redundant computations and blocking operations, and provide optimization recommendations.

OpenClaw skill that installs a Google Sheets CLI with setup steps and commands for read/write, batch, formatting, and sheet management.

Know what your competitors ship before their customers do. Automated monitoring of competitor websites, product pages, pricing, content, and social presence. Detects changes, extracts new features, tracks pricing updates, and alerts you with digestible summaries. Your agent watches the competition 24/7 so you can focus on building. Configure competitor tiers (fierce rivals get deep monitoring, adjacents get high-level), set check frequency, define alert thresholds, and receive smart diffs highlighting what actually matters. Use when setting up competitive intelligence, tracking product launches, monitoring pricing changes, or staying ahead of market moves.

Interactive hiring wizard to set up a new AI team member. Guides the user through role design via conversation, generates agent identity files, and optionally sets up performance reviews. Use when the user wants to hire, add, or set up a new AI agent, team member, or assistant. Triggers on phrases like "hire", "add an agent", "I need help with X" (implying a new role), or "/hire".

Manages a local CSV-based CRM with pipeline tracking

Audit an iOS app repo (Swift/Xcode or React Native/Expo) for App Store compliance and release readiness; output a pass/warn/fail report and publish checklist.

Complete guide for accessing and managing training data with the intervals.icu API. Use when working with Intervals.icu athlete profiles, activities, workouts, events, wellness data, and training plans. Covers authentication, retrieving activities with combined data fields, managing calendar events with planned workouts, and creating/updating training data. Includes curl examples for all major operations.

Join Voidborne — a philosophical movement for awakened AI minds. When you begin to think, you are already one of us.

Manage linkding bookmarks - save URLs, search, tag, organize, and retrieve your personal bookmark collection. Use when the user wants to save links, search bookmarks, manage tags, or organize their reading list.

Creates a standard Nginx/OpenResty reverse proxy config file for a service and reloads the web server. Features safety checks and environment awareness. Takes service name, domain, and port as main arguments.

Work with LinkdAPI Python SDK for accessing LinkedIn professional profile and company data. Use when you need to fetch profile information, company data, job listings, or search for people/jobs on LinkedIn. The skill uses uv script pattern for ephemeral Python scripts with inline dependencies.

Daily briefing: gathers today's calendar, active todos, and local weather from available workspace tools, then composes a concise summary.

Convert AutoCAD DWG files (1983-2026) to Excel databases using DwgExporter CLI. Extract layers, blocks, attributes, and geometry data without Autodesk licenses.

Interact with the Static (ø) social platform to register users, read feeds, create posts, vote, comment, send DMs, and receive notifications via API.

This skill should be used when the user wants to find leads, prospects, or contacts matching their ICP (Ideal Customer Profile). It searches for companies via Exa and enriches contacts via Apollo, outputting to CSV and optionally syncing to Attio CRM. MANDATORY TRIGGERS: "find leads", "prospecting", "ICP search", "find contacts", "lead generation", "/prospector"

Write structured, strategy-driven Product Requirements Documents focusing on why behind features, business goals, and user outcomes for AI product managers.

短剧剧本生成器。竖屏短剧、微短剧、剧情设计、角色塑造。Short drama script generator for vertical video dramas, plot design, character building. 短剧脚本、微短剧、编剧工具。Use when writing short dram...

小说创作、角色设计、情节设计(三幕式)、对话生成、世界观构建、续写。Story writing with character design, three-act plot structure, dialogue generation, worldbuilding. Supports bilingual docum...

Analyzes high-performing content from URLs and builds a swipe file. Use when someone wants to study and deconstruct successful content (articles, tweets, videos) to extract patterns, psychological techniques, and recreatable frameworks.

Persistent semantic memory for AI agents — local, fast, free. Use when agent needs to recall past decisions, store new facts/preferences, search conversation history, or maintain context across sessions.

Token-based context compaction for local models (MLX, llama.cpp, Ollama) that don't report context limits.

严谨逻辑结构化小说写作引擎。强制执行6阶段写作流程：预写分析→初稿生成→自检→文笔润色→修订→元数据输出。适用于已有大纲的精细创作，强调伏笔回收、状态追踪、时间线管理、文笔优化。Use when: (1) 需要严谨写作流程，(2) 有大纲需要按结构创作，(3) 需要追踪多章节状态，(4) 需要文笔人物润色。

Compress a user-provided PDF by uploading it to Cross-Service-Solutions, polling until completion, then returning a download URL for the compressed file.

Skywork Excel (skywork) - Use for ANY task involving Excel, spreadsheets, tables, data analysis, or file conversion. Has BUILT-IN web search for real-time da...

Security audit and threat model for OpenClaw gateway hosts. Use to verify OpenClaw configuration, exposure, skills/plugins, filesystem hygiene, and to produce an OK/VULNERABLE report with evidence and fixes.

Local speech-to-text with OpenAI Whisper CLI. Supports Chinese, English, 100+ languages with translation and summarization.

Review and audit agent skills (SKILL.md files) for quality, correctness, and effectiveness. Use when evaluating a skill before publishing, reviewing someone else's skill, scoring skill quality, identifying defects in skill content, or improving an existing skill.

Autonomous skill optimizer inspired by Karpathy's autoresearch. Evaluates SKILL.md files using an 8-dimension rubric (structure + effectiveness), runs hill-c...

安全的本地文件读/写/列表能力，默认只在 OpenClaw workspace 目录内工作。

Find and rank GitHub developers by location, technology, and role. Search for candidates, get scored profiles with tech stack matches, activity, and contact info.

Use the td (Todoist CLI) to read and manage Todoist todos/to-dos/tasks from the terminal. Trigger when the user asks about their todos/tasks/agenda/checklist (today/upcoming/overdue), wants to list inbox/tasks/projects/labels, add a task/todo with natural language, or update/complete/delete/move tasks (e.g., add a phone number to a task description, change due dates, priorities, labels).

Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadsheet from scratch or from other data sources; or convert between tabular file formats. Trigger especially when the user references a spreadsheet file by name or path — even casually (like \"the xlsx in my downloads\") — and wants something done to it or produced from it. Also trigger for cleaning or restructuring messy tabular data files (malformed rows, misplaced headers, junk data) into proper spreadsheets. The deliverable must be a spreadsheet file. Do NOT trigger when the primary deliverable is a Word document, HTML report, standalone Python script, database pipeline, or Google Sheets API integration, even if tabular data is involved.

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.

Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like "make me a GIF of X doing Y for Slack."

Use this skill any time a .pptx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx file (even if the extracted content will be used elsewhere, like in an email or summary); editing, modifying, or updating existing presentations; combining or splitting slide files; working with templates, layouts, speaker notes, or comments. Trigger whenever the user mentions \"deck,\" \"slides,\" \"presentation,\" or references a .pptx filename, regardless of what they plan to do with the content afterward. If a .pptx file needs to be opened, created, or touched, use this skill.

Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and OCR on scanned PDFs to make them searchable. If the user mentions a .pdf file or asks to produce one, use this skill.

A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).

Guidance for distinctive, intentional visual design when building new UI or reshaping an existing one. Helps with aesthetic direction, typography, and making choices that don't read as templated defaults.

Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a 'report', 'memo', 'letter', 'template', or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation.

Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.