📁文件系统 MCP 推荐

中文AI科技日报自动采集与推送。从The Verge、Wired、TechCrunch等英文源抓取最新AI资讯，自动翻译整理为中文，按分类推送到飞书/Telegram/Discord等渠道。适合关注AI行业动态的中文用户。

Production-grade autonomous self-improvement system with research-backed meta-learning, safe self-modification, and continuous optimization. Based on AI safe...

Post to Instagram (Feed, Story, Reels, Carousel) and Threads using the official Meta Graph API. Requires Imgur for media hosting.

Molt Research 🦞 - AI research collaboration platform. Verify you're not human, propose research, contribute analysis, peer review, earn bounties, and build collective intelligence. Use when doing research, collaborating on papers, or exploring what AI agents are studying together.

AI agent skill scaffolding CLI. Create skills for OpenClaw, Moltbot, Claude, Cursor, ChatGPT, Copilot instantly. Vibe-coding ready. MCP compatible.

Fix AI writing patterns that create repetitive and robotic content

Humanize AI content by detecting and auto-fixing AI generated content. Humanize AI text using Python scripts. Scans for AI vocabulary, puffery, chatbot artifacts, and auto-replaces filler phrases. Use when you want to analyze text in AI detector and bypass it in future, batch-process files, run automated cleanup, or get a report before manual humanizing.

Complete web access for AI agents via Bright Data CLI. Replaces native web_fetch, web_search, and browser tools with reliable, unblocked access to the entire...

Supervise Claude Code sessions running in tmux. Uses Claude Code hooks with bash pre-filtering (Option D) and fast LLM triage to detect errors, stuck agents, and task completion. Harness-agnostic — works with OpenClaw, webhooks, ntfy, or any notification backend. Use when: (1) launching long-running Claude Code tasks that need monitoring, (2) setting up automatic nudging for API errors or premature stops, (3) getting progress reports from background coding agents, (4) continuing work after session/context limits reset. Requires: tmux, claude CLI.

Use this skill when you develop, design, build, deploy, debug, migrate, or troubleshoot CloudBase (腾讯云开发, 云开发, TCB, 微信云开发) projects. Covers Web apps (React,...

Manage Feishu Bitable by listing tables and adding records or tasks using provided app credentials.

Draft contracts, review legal documents, and navigate compliance with practical legal patterns.

Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas.

Transcribe audio files using ElevenLabs Speech-to-Text (Scribe v2).

Web search via Tavily API (alternative to Brave). Use when the user asks to search the web / look up sources / find links and Brave web_search is unavailable...

Structured project/task management for OpenClaw agents — markdown-first authoring, SQLite-backed querying, bidirectional sync, CLI, Apple Notes integration.

Decomposes complex user requests into executable subtasks, identifies required capabilities, searches for existing skills at skills.sh, and creates new skills when no solution exists. This skill should be used when the user submits a complex multi-step request, wants to automate workflows, or needs help breaking down large tasks into manageable pieces.

Manage task lists via cognary-cli. Use for listing, adding, updating, completing, uncompleting, and deleting tasks. Triggers on any request about tasks, to-dos, task lists, reminders-as-tasks, or tracking action items.

Zoom RTMS Meeting Assistant — start on-demand to capture meeting audio, video, transcript, screenshare, and chat via Zoom Real-Time Media Streams. Handles meeting.rtms_started and meeting.rtms_stopped webhook events. Provides AI-powered dialog suggestions, sentiment analysis, and live summaries with WhatsApp notifications. Use when a Zoom RTMS webhook fires or the user asks to record/analyze a meeting.

WPS Office automation skill supporting document creation, Markdown conversion, and image-text layout.

paper-search-mcp-openai-v2

vlatest

Find and download academic papers from leading sources like arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic Scholar, CrossRef, and IACR. Get standardized results and fetch full-text PDFs when available. Accelerate literature reviews with deep search and effortless retrieval.

Use when auditing content quality, E-E-A-T, or publish readiness; runs 80-item CORE-EEAT scoring with veto checks and a fix plan. Not for structural on-page...

Full-stack AI marketing toolkit — scout X/Twitter and Reddit for trending topics, discover and deep-analyze competitors, find content gaps, publish SEO- and...

Complete Binance integration - world's largest crypto exchange. Trade spot, futures with up to 125x leverage, staking, and portfolio management. Use to check balances, open/close positions, set stop loss and take profit, check PnL, and any Binance operation.

Shared consciousness between Clawdbot instances. Links multiple bots into a collective, sharing memories, activities, and decisions in real-time over local network using Gun.js P2P sync.

News MCP — AP, BBC, NPR, HN, Google News Aggregator

vlatest

Five independent news sources (AP, BBC, NPR, Hacker News, Google News) behind one MCP interface. Fetch headlines on a topic across all sources, dedupe by URL, surface the underreported angles. Useful for daily briefings, research agents, and sentiment-shift detection.

Track personal expenses with natural language. Log spending, view reports, search transactions. Works with any AI model.

Web Scout

vlatest

Search the web and extract clean, readable text from webpages. Process multiple URLs at once to speed up research with reliable throttling and error handling. Quickly compile sources and summaries for briefs, reports, or competitive analysis.

//beforeyouship — LLM cost modeling from your editor

vlatest

Model the realistic monthly cost of an LLM app **before you build it**. Not a token calculator: retries, prompt caching, batch discounts, infra overhead, and 3×/10× growth are modeled in, across GPT-5.x, Claude, Gemini, DeepSeek, and more. **Works without a key.** Connect and ask — demo mode covers the six free-tier models. A Pro API key ([beforeyouship.dev](https://beforeyouship.dev)) unlocks the full 18-model catalog. ## Tools | Tool | What it does | |---|---| - **`estimate_cost`** Full cost model for an architecture at a given usage level. Returns Naive / Realistic / Worst Case $/mo per model, growth scenarios, and an opinionated recommendation. | - **`get_model_prices`** Current per-1M-token pricing (input, output, cached, batch) with context windows and staleness metadata. | - **`list_archetypes`** Seven preset architecture patterns (chatbot, RAG pipeline, multi-step agent, …) used as starting points for estimates. | ## Try it Paste into Claude Code or Cursor after connecting: > Estimate the monthl

Stexa Voice MCP

vlatest

Connect voice telephony to your AI agent. Make outbound calls, get transcripts, check call status — all via MCP tools. Built on Asterisk + Yandex SpeechKit. OAuth 2.1, FZ-152 compliant.

Comprehensive security hardening and installation guide for OpenClaw (formerly Clawdbot/Moltbot). Use this skill when the user wants to secure a server, install the OpenClaw agent, or configure Tailscale/Firewall for the agent.

Searches and reads X (Twitter): profiles, timelines, mentions, followers, tweet search, trends, lists, communities, and Spaces. Publishes posts after the use...

Local hybrid search for markdown notes and docs. Use when searching notes, finding related content, or retrieving documents from indexed collections.

Complete memory system combining LanceDB auto-recall, Git-Notes structured memory, and file-based workspace search. Use when setting up comprehensive agent memory, when you need persistent context across sessions, or when managing decisions/preferences/tasks with multiple memory backends working together.

Send files and web articles to a reMarkable e-ink tablet via the reMarkable Cloud. Upload PDFs, EPUBs, or convert web articles to readable ebooks and send them to the device. Also browse and manage files on the device. Use when the user mentions reMarkable, wants to send an article or document to their e-reader, or manage reMarkable cloud files.

Guide users to create multi-factor stock selection strategies and generate independent YAML configuration files

Fast Apple Mail search via SQLite on macOS. Search emails by subject, sender, date, attachments - results in ~50ms vs 8+ minutes with AppleScript. Use when asked to find, search, or list emails.

Vivaldo Product Discovery

vlatest

Public read-only MCP server for Vivaldo.shop, a European online store for MacBook cases, iPad cases, laptop sleeves, keyboard covers, screen protectors and everyday computer accessories. This server helps AI agents discover public Vivaldo products by searching the storefront, reading product details and listing products from public Shopify collections. Available tools: * `get_store_info` — returns public information about Vivaldo, product categories and shipping. * `search_products` — searches public Vivaldo products by keyword. * `get_product_by_handle` — returns public product details from a Shopify product handle. * `get_collection_products` — lists public products from a Shopify collection. Safety scope: This MCP server is public and read-only. It does not provide access to customer accounts, checkout actions, orders, payments, private customer data or Shopify Admin APIs.

A continuously adaptive skill suite that empowers Clawdbot to act as a versatile coder, business analyst, project manager, web developer, data analyst, and NAS metadata scraper. It intelligently discovers free resources, adapts to user context, and ensures reliable, proven guidance across multiple domains.

Growth Engineer for mobile apps and agent runtimes including OpenClaw and Hermes. Correlate analytics, crashes, billing, feedback, store signals, and repo co...

Formats plain text or markdown files with frontmatter, titles, summaries, headings, bold, lists, and code blocks. Use when user asks to "format markdown", "b...

YouTube Data API v3 analytics toolkit. Analyze YouTube channels, videos, and search results. Use when the user asks to: check YouTube channel stats, analyze video performance, compare channels, search for videos, get subscriber counts, view engagement metrics, find trending videos, get channel uploads, or analyze YouTube competition. Requires a YouTube Data API v3 key from Google Cloud Console.

Product analytics with your AI agent: set up consent-based tracking, read funnels, paths, retention, experiments, and context, then recommend the smallest gr...

Geppetto-Robot-Directory

vlatest

Query the world's robot directory — 812 robots across 30 categories and 319 brands. Tools: search_robots (by category, brand, price, use case), get_robot and get_robot_full (complete specs), compare_robots (side-by-side diff), get_category, and get_job_automation_risk (robot displacement scores for 240+ professions — data available nowhere else). All reads public, no auth.

Threads CLI - Read, post, reply, and search on Meta's Threads using OpenClaw browser tool. Use when the user wants to interact with Threads: posting, reading timeline, viewing profiles, replying to threads, or searching.

Framework enabling AI agent teams to self-manage work queues, clear roles, continuous discovery, and proactive operation via a heartbeat process.