📚AI 知识库 MCP（Context7 / 文档检索）

Use TinyFish for web search, fetching URLs, reading pages, current information, source-backed answers, research, docs, pricing/product pages, extraction, scr...

WPS Office workflow for Chinese users: create, edit, review, convert, and troubleshoot Writer/Spreadsheets/Presentation documents in .docx/.xlsx/.pptx and WP...

Knowledge comic creator supporting multiple art styles and tones. Creates original educational comics with detailed panel layouts and batch-capable image gen...

DolphinDB 时序数据库完整技术文档与最佳实践。包含1490个技术文档 + 3份官方白皮书。涵盖数据库设计、流计算、量化回测、函数查询等全场景。

Generate Excel formulas from descriptions and diagnose spreadsheet errors. Use when writing VLOOKUP formulas, debugging errors, or converting formulas. Suppo...

Comprehensive Feishu (飞书) management toolkit for documents, knowledge bases, bitables, and cloud storage.

Search local documents, files, notes, and knowledge bases. Index directories, search with BM25/vector/hybrid, get AI answers with citations. Use when user wa...

Manage Notion notes, pages, and data sources with a JSON-first CLI for search, read/export, write/import, append, and move operations. Use when working with Notion, organising notes, moving pages, triaging an inbox, or reading/writing page content.

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.

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

AI document generation powered by CellCog — PDF and DOCX. Resumes, contracts, reports, proposals, invoices, certificates, NDAs, letters, brochures, legal doc...

Complete Telnyx toolkit — ready-to-use tools (STT, TTS, RAG, Networking, 10DLC) plus SDK documentation for JavaScript, Python, Go, Java, and Ruby.

Quality Documentation Manager

v2.1.1

Document control system management for medical device QMS. Covers document numbering, version control, change management, and 21 CFR Part 11 compliance. Use...

Query Apple Developer Documentation, APIs, and WWDC videos (2014-2025). Search SwiftUI, UIKit, Objective-C, Swift frameworks and watch sessions.

Help users build a personal knowledge base by organizing whatever they send into structured notes.

Local-first personal knowledge base for tracking ideas, projects, tasks, habits, and any object type you define. YAML-based with no cloud lock-in.

Local document summary tool. Activate when user mentions "总结文件", "帮我总结", "总结文档", "分析文档" or provides a local file path (txt/docx/pdf/xlsx/xls).

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".

Local-first RAG cache: distill docs into structured Markdown, then index/query with Chroma (vector) + ripgrep (keyword).

Technical documentation patterns, structure, maintenance, and avoiding common documentation failures.

基于 AI 自动分析文档内容，智能规划并生成多风格高清 PPT 图片，支持可选转场视频和交互式播放体验。

Curated collection of professional color and typography themes for styling artifacts — slides, docs, reports, landing pages. Use when applying visual themes to presentations, generating themed content, or creating custom brand palettes. Triggers on theme, color palette, font pairing, slide styling, presentation theme, brand colors.

Fast semantic search for AI agent memory files using TF-IDF and SQLite. Enables instant context retrieval from MEMORY.md or any markdown documentation. Use when the agent needs to (1) Find relevant context before starting a task, (2) Search through large memory files efficiently, (3) Retrieve specific rules or decisions without reading entire files, (4) Enable semantic similarity search instead of keyword matching. Lightweight alternative to heavy embedding models - zero external dependencies, <10ms search time.

Use when asked to send email, check inbox, read emails, check calendar, schedule meetings, create events, search Google Drive, create Google Docs, read or write spreadsheets, find contacts, or any task involving Gmail, Google Calendar, Drive, Docs, Sheets, Slides, or Contacts. Agent-friendly with hosted OAuth - no API keys needed.

The Baidu Baike Component is a knowledge service tool designed to query authoritative encyclopedia explanations for various nouns. Its core function is given a specific "noun" (object, person, location, concept, event, etc.) provided by the user, it returns a standardized, detailed entry explanation sourced from Baidu Baike.

Access and manage your Notion workspace via a CLI to search, create, update, and delete pages, databases, blocks, users, and comments with multiple output fo...

快速生成规范的日报、周报和会议纪要，支持根据核心信息定制格式和内容，提高办公文档撰写效率。

Self-writing meta-extension that forges new capabilities — researches docs, writes extensions, tools, hooks, and skills

Complete agent memory + performance system. Extracts structured facts, builds knowledge graphs, generates briefings, and enforces execution discipline via pre-game routines, tool policies, result compression, and after-action reviews. Includes external knowledge ingestion (ChatGPT exports, etc.) into searchable memory. Use when working on memory management, briefing generation, knowledge consolidation, external data ingestion, agent consistency, or improving execution quality across sessions.

Create documentation optimized for AI agent consumption. Use when writing SKILL.md files, README files, API docs, or any documentation that will be read by LLMs in context windows. Helps structure content for RAG retrieval, token efficiency, and the Hybrid Context Hierarchy.

Ui Design System

v2.1.1

UI design system toolkit for Senior UI Designer including design token generation, component documentation, responsive design calculations, and developer han...

Memory and defence for AI agents: semantic recall, knowledge graph and decay, plus a memory firewall that scans and enforces against prompt injection, creden...

BookStack Wiki & Documentation API integration. Manage your knowledge base programmatically: create, read, update, and delete books, chapters, pages, and shelves. Full-text search across all content. Use when you need to: (1) Create or edit wiki pages and documentation, (2) Organize content in books and chapters, (3) Search your knowledge base, (4) Automate documentation workflows, (5) Sync content between systems. Supports both HTML and Markdown content.

Search the web using Baidu AI Search Engine (BDSE). Use for live information, documentation, or research topics.

Neon Database Complete Documentation

v0.1.0

Complete Neon Serverless Postgres documentation. Covers serverless setup, branching, autoscaling, integrations (Vercel, Drizzle, Prisma), connection pooling, extensions, and best practices.

Your personal knowledge repository — capture, organize, and retrieve everything using PARA + Zettelkasten. Triggers on: "save this", "remember", "note", "capture", "brain dump", daily/weekly reviews, searching stored knowledge, managing projects/areas/people. Works with any AI agent that reads markdown. Stores everything as .md files in a Git repo for Obsidian, VS Code, or any editor.

Generate comprehensive website style guides and design systems from URLs, screenshots, and existing documentation. Use this skill when users ask to create a style guide, design system documentation, brand guidelines document, or design specification from a website, app, or existing materials. This skill produces professional PDF outputs following industry-standard style guide structure.

Manage your personal knowledge, store insights, track tasks, and stay accountable by syncing and updating your DeepThink user data and todos.

Multi search engine integration with 17 engines (8 CN + 9 Global). Supports advanced search operators, time filters, site search, privacy engines, and WolframAlpha knowledge queries. No API keys required.

Append to daily notes and create notes in Reflect. Use for capturing thoughts, todos, or syncing information to your knowledge graph.

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.