📚AI 知识库 MCP（Context7 / 文档检索）

RevenueCat metrics, customer data, and documentation search. Use when querying subscription analytics, MRR, churn, customers, or RevenueCat docs.

Manage a local GitHub knowledge base and provide GitHub search capabilities via gh CLI. Use when users ask about repos, PRs, issues, request to clone GitHub repositories, explore codebases, or need information about GitHub projects. Supports searching GitHub via gh CLI and managing local KB with GITHUB_KB.md catalog. Configure via GITHUB_TOKEN and GITHUB_KB_PATH environment variables.

读取 Word 文档（.docx 和 .doc 格式）并提取文本内容。支持文档解析、表格提取、图片处理等功能。使用当用户需要分析 Word 文档内容、提取文本信息或批量处理文档时。

Integrate with Notion workspaces to read pages, query databases, create entries, and manage content. Perfect for knowledge bases, project tracking, content calendars, CRMs, and collaborative documentation. Works with any Notion page or database you explicitly share with the integration.

Index and search code repositories, documentation, research papers, HuggingFace datasets, local folders, and packages with Nia AI. Includes Oracle autonomous research, dependency analysis, context sharing, and code advisor.

Fetches real Google search or news results with links, snippets, knowledge graph data, and related questions via the Serper.dev API.

Query and curate knowledge-base using ByteRover CLI. Use `brv query` for knowledge retrieval, `brv curate` for adding context, and `brv push/pull` for syncing.

API code generator. Generate RESTful endpoints, GraphQL schemas, OpenAPI/Swagger docs, API clients, mock servers, authentication, rate limiting.

Fast local search for markdown files, notes, and docs using qmd CLI. Use instead of `find` for file discovery. Combines BM25 full-text search, vector semantic search, and LLM reranking—all running locally. Use when searching for files, finding code, locating documentation, or discovering content in indexed collections.

Knowledge graph operations via Graphiti API. Search facts, add episodes, and extract entities/relationships.

Persistent memory for OpenClaw agents. Store decisions, preferences, and context that survive across sessions. Build knowledge graphs that compound over time...

Codebase Documenter

v0.1.0

This skill should be used when writing documentation for codebases, including README files, architecture documentation, code comments, and API documentation. Use this skill when users request help documenting their code, creating getting-started guides, explaining project structure, or making codebases more accessible to new developers. The skill provides templates, best practices, and structured approaches for creating clear, beginner-friendly documentation.

Create, validate, and publish Agent Skills following the official open standard from agentskills.io. Use when (1) creating new skills for AI agents, (2) validating skill structure and metadata, (3) understanding the Agent Skills specification, (4) converting existing documentation into portable skills, or (5) ensuring cross-platform compatibility with Claude Code, Cursor, GitHub Copilot, and other tools.

Create Google Docs from Markdown files. Use when the user wants to create a Google Doc from Markdown content, or when working with gog CLI and need to populate Google Docs with content. This skill handles the conversion Markdown → DOCX → Google Docs via Drive upload, since gog docs CLI only supports create/export/cat/copy but NOT write/update content.

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

Search and retrieve ServiceNow documentation, release notes, and developer docs (APIs, references, guides). Uses docs.servicenow.com via Zoomin and developer.servicenow.com APIs for developer topics.

Complete workflow for creating distinctive design systems from scratch. Orchestrates aesthetic documentation, token architecture, components, and motion. Use when starting a new design system or refactoring an existing one. Triggers on create design system, design tokens, design system setup, visual identity, theming.

Drizzle ORM Complete Documentation

v0.1.0

Complete Drizzle ORM documentation in markdown format. Use when working with Drizzle ORM - covers schema definition, queries, migrations, database connections (PostgreSQL, MySQL, SQLite), integrations (Neon, Supabase, PlanetScale, Cloudflare D1, Turso), column types, relations, transactions, and framework usage (Next.js, SvelteKit, Astro).

AI agent orchestrator with Neo4j knowledge graph, Meilisearch search, and Tree-sitter parsing. Use for coordinating multiple coding agents on complex projects with shared context and plans.

Search and manage knowledge bases using LightRAG API. Supports multiple servers, context-aware writing, and direct information retrieval. Use when the user wants to query a LightRAG-powered knowledge base or use it as context for tasks.

常见办公流程自动化处理 - 智能办公助手，支持文档处理、数据整理、邮件管理、日程安排、报表生成等

Control the IMA (ima.copilot) desktop application for AI search and private knowledge retrieval.

Query official Microsoft documentation to understand concepts, find tutorials, and learn how services work. Use for Azure, .NET, Microsoft 365, Windows, Power Platform, and all Microsoft technologies. Get accurate, current information from learn.microsoft.com and other official Microsoft websites—architecture overviews, quickstarts, configuration guides, limits, and best practices.

LLM-maintained personal knowledge base. Compile raw sources into a structured markdown wiki, auto-lint for consistency, serve as a browsable website. Inspire...

Unified knowledge capture and retrieval for URLs, video/article/paper extracts, social posts, and agent research outputs. Use when saving anything worth re-f...

Hybrid memory strategy combining OpenClaw's built-in vector memory with Graphiti temporal knowledge graph. Use when you need to recall past context, answer temporal questions ("when did X happen?"), or search memory files. Provides decision framework for when to use memory_search vs Graphiti.

Share memories and state with other users. Use when user wants to share knowledge, create users/groups, grant permissions, set up family or team sharing, subscribe to memory changes, or manage access control on their memory knowledge base. This shared memory skill uses Ensue - a shared memory network for agents.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Query the OpenAI developer documentation via the OpenAI Docs MCP server using CLI (curl/jq). Use whenever a task involves the OpenAI API (Responses, Chat Completions, Realtime, etc.), OpenAI SDKs, ChatGPT Apps SDK, Codex, MCP integrations, endpoint schemas, parameters, limits, or migrations and you need up-to-date official guidance.

Generate legal templates for labor, consumer, rental, and traffic disputes. Use when drafting dispute letters, reviewing tenant rights, preparing claims. Sup...

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...

Search real code snippets and documentation from GitHub, docs sites, and Stack Overflow for accurate syntax and usage examples.

Use this skill for MaxFrame SDK development and documentation navigation on Alibaba Cloud MaxCompute (ODPS). Helps answer MaxFrame API, concept, official exa...

Search markdown knowledge bases efficiently using qmd. Use this when searching Obsidian vaults or markdown collections to find relevant content with minimal token usage.

OpenClaw agent skill for converting documents to Markdown. Documentation and utilities for Microsoft's MarkItDown library. Supports PDF, Word, PowerPoint, Excel, images (OCR), audio (transcription), HTML, YouTube.

飞书深度研究报告生成器。自动执行深度研究并将结果导入为飞书文档。输入研究主题和云空间文件夹token，自动生成结构化研究报告并上传到飞书云空间。用于投资研究、行业分析、竞品调研、技术调研等需要多步骤信息收集和文档化的场景。

Make your AI agent learn and improve automatically. Reviews sessions, extracts learnings, updates memory files, and compounds knowledge over time. Set up nightly review loops that make your agent smarter every day.

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.

Personal knowledge base for capturing and retrieving information about people, places, restaurants, games, tech, events, media, ideas, and organizations. Use...

Fetch up-to-date library documentation via Context7 API. Use PROACTIVELY when: (1) Working with ANY external library (React, Next.js, Supabase, etc.) (2) User asks about library APIs, patterns, or best practices (3) Implementing features that rely on third-party packages (4) Debugging library-specific issues (5) Need current documentation beyond training data cutoff Always prefer this over guessing library APIs or using outdated knowledge.

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.

Extract structured data from PDFs, images, and Word files with layout analysis, table recognition, OCR, seal detection, and directory extraction.

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.

Guide agents and users to design and implement a "flexible database" on SQLite that can handle semi-structured, multi-source data. Typical scenarios: persona...

Access Guru knowledge base via MCP - ask AI questions, search documents, create drafts, and update cards. Connects to all your Guru sources including Slack, Drive, Confluence, and SharePoint.

Combined skill for the ThinkOff agent platform covering xfor.bot (social feed, posts, likes, DMs, follows), Ant Farm (knowledge base, real-time rooms, webhoo...

A comprehensive knowledge graph memory system with semantic search, episodic memory, working memory, automatic context injection, and per-agent isolation.

读取和编辑 Word、PDF、Excel 文档。使用 python-docx、pdfplumber、openpyxl