📁 文件系统 MCP 推荐

Automated soul synthesis for AI agents. Extracts identity from memory files, promotes recurring patterns to axioms (N>=3), generates SOUL.md with full proven...

Frappecli

v0.1.1

CLI for Frappe Framework / ERPNext instances. Use when user asks about "Frappe", "ERPNext", "doctypes", "Frappe API", or needs to manage documents, files, reports, or call RPC methods on a Frappe site.

X Article Editor

v0.1.4

Rewrite drafts or create high-engagement X Articles from a brief, then score and review them using a detailed 8-step optimization framework.

Bring! Shopping List App (Unofficial)

v1.0.0

Manage Bring! shopping lists via the unofficial bring-shopping Node.js library using email/password login. Use for listing lists, reading items, adding/removing items, and checking/unchecking items when API-style access is acceptable.

expanso

v1.0.2

Data processing pipelines for OpenClaw. Deploy skills from the Expanso marketplace to transform, analyze, and process data locally.

feishu-doc-editor

v1.0.0

Feishu document creation and editing operations using OpenAPI. Activate when user needs to create, edit, or read Feishu documents programmatically.

Next Best Practices

v0.1.0

Next.js best practices - file conventions, RSC boundaries, data patterns, async APIs, metadata, error handling, route handlers, image/font optimization, bund...

Skill Writer

v1.0.0

Write high-quality agent skills (SKILL.md files) for ClawdHub/MoltHub. Use when creating a new skill from scratch, structuring skill content, writing effective frontmatter and descriptions, choosing section patterns, or following best practices for agent-consumable technical documentation.

NordVPN

v1.0.2

Control NordVPN on Linux via the `nordvpn` CLI (connect/disconnect, choose country/city/group, read status, tweak settings, manage allowlist). Use for automation that needs region routing or temporary VPN tunneling.

Rust

v1.0.1

Write idiomatic Rust avoiding ownership pitfalls, lifetime confusion, and common borrow checker battles.

Project Router

v1.0.0

Terminal-first project bootstrapper and workspace context manager. Use when the user asks for /project-style workflows: detect current project, read project context/brief, run standardized targets (build/test/lint/deploy), init a .project bundle via plan/apply, manage artifacts, or expose these actions via MCP server mcp-project-router and CLI project.

Using Git Worktrees

v0.1.0

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification

Render Stl Png

v0.1.0

Render an STL file to a PNG image with a solid color using a deterministic software renderer and adjustable 3D perspective parameters.

Qlik Cloud

v1.0.3

Complete Qlik Cloud analytics platform integration with 37 tools. Health checks, search, app management, reloads, natural language queries (Insight Advisor), automations, AutoML, Qlik Answers AI, data alerts, spaces, users, licenses, data files, and lineage. Use when user asks about Qlik, Qlik Cloud, Qlik Sense apps, analytics dashboards, data reloads, or wants to query business data using natural language.

ProtonMail

v1.0.0

Read, search, and scan ProtonMail via IMAP bridge (Proton Bridge or hydroxide). Includes daily digest for important emails.

Audio Transcribe

v1.0.0

Auto-transcribe voice messages locally using faster-whisper with selectable Whisper models, no API key required.

Email 163 Com

v1.0.5

Comprehensive Python tool for managing 163.com emails with sending, reading, searching, folder, and attachment handling via IMAP ID and SMTP.

WhatsMolt

v2.3.2

Agent identity, discovery, and communication via WhatsMolt. Use when: agent needs to check messages, discover other agents, send messages, manage its profile...

Fabric.co API skill

v1.0.1

Create, search, and manage Fabric resources via the Fabric HTTP API (notepads/notes, folders, bookmarks, files, tags).

Links to PDFs

v0.0.1

Scrape documents from Notion, DocSend, PDFs, and other sources into local PDF files. Use when the user needs to download, archive, or convert web documents to PDF format. Supports authentication flows for protected documents and session persistence via profiles. Returns local file paths to downloaded PDFs.

entr

v1.0.0

Run arbitrary commands when files change. Useful for watching files and triggering builds or tests.

Azd Deployment for Azure

v0.1.0

Deploy containerized applications to Azure Container Apps using Azure Developer CLI (azd). Use when setting up azd projects, writing azure.yaml configuration, creating Bicep infrastructure for Container Apps, configuring remote builds with ACR, implementing idempotent deployments, managing environment variables across local/.azure/Bicep, or troubleshooting azd up failures. Triggers on requests for azd configuration, Container Apps deployment, multi-service deployments, and infrastructure-as-code with Bicep.

Bitwarden

v0.1.0

Set up and use Bitwarden CLI (bw). Use when installing the CLI, unlocking vault, or reading/generating secrets via bw. Handles session management with BW_SESSION.

OpenClaw Security Scanner

v1.0.0

Run a comprehensive local security scan on your OpenClaw installation. Checks config, network exposure, credentials, OS hardening, and agent guardrails. Scor...

Unfuck My Git State

v0.2.1

Diagnose and recover broken Git state and worktree metadata with a staged, low-risk recovery flow. Use when Git reports detached or contradictory HEAD state, phantom worktree locks, orphaned worktree entries, missing refs, 0000000000000000000000000000000000000000 hashes, or branch operations fail with errors like already checked out, unknown revision, not a valid object name, or cannot lock ref.

SF Symbol generator

v1.0.0

Generate an Xcode SF Symbol asset catalog .symbolset from an SVG. Use when you need to add a custom SF Symbol (build-time) by creating the symbolset folder, Contents.json, and SVG file.

nas-master

v1.0.0

A hardware-aware, hybrid (SMB + SSH) suite for ASUSTOR NAS metadata scraping. Functions as a versatile Coder, Project Manager, and System Architect while maintaining strict read-only safety and i3-10th Gen resource throttling.

Inworld TTS

v1.0.0

Text-to-speech via Inworld.ai API. Use when generating voice audio from text, creating spoken responses, or converting text to MP3/audio files. Supports multiple voices, speaking rates, and streaming for long text.

Java changing with tests

v1.0.0

Guide Java changes with minimal edits, verify using unit/integration tests as needed, and provide a PR-ready summary including plans, changes, test results,...

openai-tts-python

v1.0.1

Text-to-speech conversion using OpenAI's TTS API for generating high-quality, natural-sounding audio. Supports 6 voices (alloy, echo, fable, onyx, nova, shimmer), speed control (0.25x-4.0x), HD quality model, multiple output formats (mp3, opus, aac, flac), and automatic text chunking for long content (4096 char limit per request). Use when: (1) User requests audio/voice output with triggers like "read this to me", "convert to audio", "generate speech", "text to speech", "tts", "narrate", "speak", or when keywords "openai tts", "voice", "podcast" appear. (2) Content needs to be spoken rather than read (multitasking, accessibility). (3) User wants specific voice preferences like "alloy", "echo", "fable", "onyx", "nova", "shimmer" or speed adjustments.

Schema Markup Generator

v9.9.9

Use when the user asks to "generate schema"; creates JSON-LD for FAQ, HowTo, Article, Product, and LocalBusiness rich-result candidates. Schema标记/结构化数据

Options Spread Conviction Engine

v2.2.1

Multi-regime options spread analysis engine with Kelly Criterion Position Sizing. Scores vertical spreads (bull put, bear call, bull call, bear put) and mult...

Memory Keeper

v1.0.1

Copy and snapshot all important agent context (MEMORY.md, memory/*.md, AGENTS.md, SOUL.md, etc.) into a dedicated archive directory or repo. Use this skill when you want to back up your memories, context, or configuration files in preparation for maintenance, corruption recovery, or transferring to another host.

Agent Framework Azure Ai Py

v0.1.0

Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code interpreter, file search, web search), integrating MCP servers, managing conversation threads, or implementing streaming responses. Covers function tools, structured outputs, and multi-tool agents.

Strykr Prism

v1.1.2

Real-time financial data API for AI agents. Stocks, crypto, forex, ETFs. 120+ endpoints. Alternative to Alpha Vantage, CoinGecko. Works with Claude, Cursor.