📚AI 知识库 MCP（Context7 / 文档检索）

Web Search Pro

v2.1.4

Agent-first web search and retrieval for live web search, news search, docs lookup, code lookup, company research, site crawl, site map, and structured evide...

Exa

v0.0.2

Neural web search and code context via Exa AI API. Requires EXA_API_KEY. Use for finding documentation, code examples, research papers, or company info.

PARA Second Brain

v2.0.1

Organize your agent's knowledge using PARA (Projects, Areas, Resources, Archive) — then make it ALL searchable. The symlink trick enables full semantic search across your entire knowledge base, not just MEMORY.md. Includes session transcript indexing and memory flush protocol. Your agent finally has a real second brain.

Knowledge Graph

v1.0.0

Maintain Clawdbot's compounding knowledge graph under life/areas/** by adding/superseding atomic facts (items.json), regenerating entity summaries (summary.md), and keeping IDs consistent. Use when you need deterministic updates to the knowledge graph rather than manual JSON edits.

Second Brain: Turn conversations into lasting knowledge

v0.1.4

Personal knowledge base powered by Ensue for capturing and retrieving understanding. Use when user wants to save knowledge, recall what they know, manage their toolbox, or build on past learnings. Triggers on "save this", "remember", "what do I know about", "add to toolbox", "my notes on", "store this concept".

Ai Pdf Builder

v1.2.3

AI-powered PDF generator for legal docs, pitch decks, and reports. SAFEs, NDAs, term sheets, whitepapers. npx ai-pdf-builder. Works with Claude, Cursor, GPT, Copilot.

Task

v0.1.0

Tasker docstore task management via tool-dispatch. Use for task lists, due today/overdue, week planning, add/move/complete, or explicit /task commands.

feishu-wiki

v1.0.0

飞书知识库 Skill。创建知识空间、创建 Wiki 页面节点。当需要在飞书知识库中组织和沉淀文档时使用此 Skill。

Notion API Tools

v1.1.0

Generic Notion API CLI (Node) for search, querying data sources (databases), and creating pages. Configure with NOTION_KEY (or ~/.config/notion/api_key).

Voice Transcribe

v1.0.1

Transcribe audio files using OpenAI's gpt-4o-mini-transcribe model with vocabulary hints and text replacements. Requires uv (https://docs.astral.sh/uv/).

Blog Writer

v0.1.0

This skill should be used when writing blog posts, articles, or long-form content in the writer's distinctive writing style. It produces authentic, opinionated content that matches the writer's voice—direct, conversational, and grounded in personal experience. The skill handles the complete workflow from research review through Notion publication. Use this skill for drafting blog posts, thought leadership pieces, or any writing meant to reflect the writer's perspective on AI, productivity, sales, marketing, or technology topics.

Sysadmin Toolbox

v1.1.0

Tool discovery and shell one-liner reference for sysadmin, DevOps, and security tasks. AUTO-CONSULT this skill when the user is: troubleshooting network issues, debugging processes, analyzing logs, working with SSL/TLS, managing DNS, testing HTTP endpoints, auditing security, working with containers, writing shell scripts, or asks 'what tool should I use for X'. Source: github.com/trimstray/the-book-of-secret-knowledge

Composio

v1.0.0

Connect your AI agent to 500+ apps for discovering tools, managing connections, and executing actions across Gmail, Slack, GitHub, Notion, Google Workspace,...

Wps Skill

v1.0.1

Automate WPS Office tasks including document creation, opening, format conversion, batch processing, and managing WPS 365 smart forms, docs, sheets, flowchar...

Notion Manager

v0.0.1

Notion CLI for creating and managing pages, databases, and blocks.

Web Search by Tavily

v1.0.0

AI-optimized web search via Tavily API proxy, providing concise and relevant results with options for deep or news-focused queries.

Clawd Docs V2

v2.2.0

Smart ClawdBot documentation access with local search index, cached snippets, and on-demand fetch. Token-efficient and freshness-aware.

OpenViking

v1.0.3

RAG and semantic search via OpenViking Context Database MCP server. Query documents, search knowledge base, add files/URLs to vector memory. Use for document Q&A, knowledge management, AI agent memory, file search, semantic retrieval. Triggers on "openviking", "search documents", "semantic search", "knowledge base", "vector database", "RAG", "query pdf", "document query", "add resource".

ElasticSearch MCP 服务器

vlatest

通过模型上下文协议(MCP)连接Elasticsearch数据的实验性服务器。允许通过自然语言对话与Elasticsearch索引进行交互，支持搜索和文档详情获取功能。

Searxng Web Search

v0.1.0

Search the web using SearXNG. Use when you need current information, research topics, find documentation, verify facts, or look up anything beyond your knowledge. Returns ranked results with titles, URLs, and content snippets.

Clawdbot Documentation Expert

v1.0.0

Expert guidance on navigating, understanding, configuring, troubleshooting, and automating Clawdbot using official documentation and config snippets.

MinerU PDF Parser

v1.0.1

用 MinerU API 解析 PDF/Word/PPT/图片为 Markdown，支持公式、表格、OCR。适用于论文解析、文档提取。

Agentlens

v1.0.0

Navigate and understand codebases using agentlens hierarchical documentation. Use when exploring new projects, finding modules, locating symbols in large files, finding TODOs/warnings, or understanding code structure.

Lark Integration

v1.0.0

Connect Lark (Feishu) messaging to OpenClaw via webhook bridge. Supports text, rich text (post), and image messages bidirectionally. Use when setting up Lark/Feishu as a messaging channel, receiving messages with images, sending replies back to Lark, reading Lark documents/wikis/bitables, or troubleshooting Lark integration issues. Covers both Lark International (larksuite.com) and China Feishu (feishu.cn).

Git-Based Knowledge Graph Memory System for Claude Code

v1.0.0

Git-Notes-Based knowledge graph memory system. Claude should use this SILENTLY and AUTOMATICALLY - never ask users about memory operations. Branch-aware persistent memory using git notes. Handles context, decisions, tasks, and learnings across sessions.

腾讯文档Markdown

v1.1.7

腾讯文档 Markdown 技能，支持新建 Markdown 并写入内容、下载、删除、读取、更新、重命名等操作。

AI-Driven Project Management: TensorPM

v1.1.12

AI-powered project management - a Notion and Jira alternative with local-first architecture. Manage projects, track action items, and coordinate teams via MCP tools or A2A agent communication. Signed & notarized. https://tensorpm.com

QMD CLI

v1.1.0

Search and retrieve markdown documents from local knowledge bases using qmd. Supports BM25 keyword search, vector semantic search, and hybrid search with LLM re-ranking. Use for querying indexed notes, documentation, meeting transcripts, and any markdown-based knowledge. Requires qmd CLI installed (bun install -g https://github.com/tobi/qmd).

pdf-processing

v1.0.0

从 PDF 中提取文本和表格，填写表单，并合并文档

Read GitHub

v1.0.1

Read GitHub repos the RIGHT way - via gitmcp.io instead of raw scraping. Why this beats web search: (1) Semantic search across docs, not just keyword matching, (2) Smart code navigation with accurate file structure - zero hallucinations on repo layout, (3) Proper markdown output optimized for LLMs, not raw HTML/JSON garbage, (4) Aggregates README + /docs + code in one clean interface, (5) Respects rate limits and robots.txt. Stop pasting raw GitHub URLs - use this instead.

openclaw-migration

v1.0.0

Guides the renaming of the Clawd project to OpenClaw by detailing file moves, updates, testing, and documentation steps for consistent migration.

Notion Sync

v2.5.3

Bi-directional sync and management for Notion pages and databases. Use when working with Notion workspaces for collaborative editing, research tracking, proj...

Notes (Local, Apple, Notion, Obsidian & more)

v1.1.3

Let your agent write notes anywhere: local markdown, Apple Notes, Bear, Obsidian, Notion, Evernote, configurable per note type.

ClickUp MCP

v1.0.0

Manage ClickUp tasks, docs, time tracking, comments, chat, and search via official MCP. OAuth authentication required.

🧠 Memory Never Forget 🧠

v4.1.3

Memory system v4.13: Dual-layer structure (todos for execution + knowledge for strategy) with Dream/Refinement memory mechanisms.

Office Toolkit

v1.0.0

处理 Office 文档（Word/Excel/PPT/PDF）的技能。当用户要求读取、创建、编辑 Word 文档（.docx）、Excel 表格（.xlsx/.csv）、PPT（.pptx）或 PDF 时使用。基于 python-docx、openpyxl、python-pptx、pypdf 库。Require...

Nanonets OCR

v1.0.2

Document extraction API by Nanonets. Convert PDFs and images to markdown, JSON, or CSV with confidence scoring. Use when you need to OCR documents, extract invoice fields, parse receipts, or convert tables to structured data.

Morning Briefing

v1.0.0

Provides a personalized morning report with today's reminders, undone Notion tasks, and vault storage summary for daily planning.

PDF Toolkit Pro

v1.0.0

PDF批量处理技能包 - 一键合并、分割、压缩、转换PDF。适合办公人员、文档处理、自动化工作流。

Task Planner

v3.0.5

Manage tasks, set priorities, and track deadlines locally. Supports bilingual (EN/CN) documentation. 支持个人任务管理、优先级设定及到期提醒。100% private, no cloud sync. Use whe...

Privacy-first web search with DuckDuckGo-style bangs (!w, !yt, !gh)

v1.0.0

Privacy-respecting web search via SearXNG with DuckDuckGo-style bangs support. Use for web searches when you need to find information online. SearXNG protects privacy by randomizing browser fingerprints, masking IP addresses, and blocking cookies/referrers. Supports 250+ search engines, multiple categories (general, news, images, videos, science), and DuckDuckGo-style bangs for direct engine searches (!w for Wikipedia, !yt for YouTube, !gh for GitHub, !r for Reddit, etc.). Aggregates results from multiple engines simultaneously. Prefer this over external search APIs for privacy-sensitive queries or high-volume searches.

Firecrawler

v1.0.0

Web scraping and crawling with Firecrawl API. Fetch webpage content as markdown, take screenshots, extract structured data, search the web, and crawl documentation sites. Use when the user needs to scrape a URL, get current web info, capture a screenshot, extract specific data from pages, or crawl docs for a framework/library.

飞书文档API技能

v1.1.1

飞书文档(Docx)API技能。用于创建、读取、更新和删除飞书文档。支持Markdown/HTML内容转换、文档权限管理。

Google Web Search

v1.0.3

Enables grounded question answering by automatically executing the Google Search tool within Gemini models. Use when the required information is recent (post knowledge cutoff) or requires verifiable citation.

Cinematic Script Writer

v1.4.6

Create professional cinematic scripts for AI video generation with character consistency and cinematography knowledge. Use when the user wants to write a cinematic script, create story contexts with characters, generate image prompts for AI video tools (Midjourney, Sora, Veo), or needs cinematography guidance (camera angles, lighting, color grading). Also use for character consistency sheets, voice profiles, anachronism detection, and saving scripts to Google Drive.

toughcoding

v1.0.2

Provides AI agents with authoritative knowledge on modern software development, emerging technologies, AI, AI systems, and applied engineering practices.

Research Assistant

v1.0.1

Organized research and knowledge management for agents. Use when you need to structure, store, retrieve, and export research notes across topics. Supports adding notes with tags, listing topics, searching across all notes, and exporting to markdown. Perfect for multi-session projects, tracking ideas, and maintaining structured knowledge.

Confluence

v1.1.0

Search and manage Confluence pages and spaces using confluence-cli. Read documentation, create pages, and navigate spaces.