MCP Servers
Connectors that give your AI agent hands — databases, browsers, email, payments, and every service in between.
Context7 MCP
✓★ 58,600Official Context7 MCP server that brings up-to-date, version-specific library documentation and code examples into AI coding prompts.
Context7
✓★ 58,600Provides up-to-date, version-specific documentation and code examples for libraries directly into your prompt.
n8n MCP
★ 22,100n8n MCP server that gives AI assistants access to n8n node documentation, properties, operations, and workflow automation context.
AWS MCP Servers
✓★ 9,400Access AWS documentation, best practices, and service integrations via the Model Context Protocol.
AWS Documentation
✓★ 9,400Fetch, convert, and search AWS documentation pages, with recommendations for related content.
GitMCP
★ 8,200Transforms any GitHub project into a documentation hub, enabling AI tools to access up-to-date documentation and code.
Microsoft Word
★ 2,100Create, read, and manipulate Microsoft Word documents.
pg-aiguide
★ 1,800Postgres skills and documentation to help AI coding tools generate better PostgreSQL code.
Docs MCP Server
★ 1,500Creates a personal, always-current knowledge base for AI by indexing documentation from websites, GitHub, npm, PyPI, and local files.
Apple Developer Documentation
★ 1,300Search Apple's official developer documentation for iOS, macOS, SwiftUI, WWDC videos, and more.
IWE
★ 1,200Knowledge graph MCP server for searching, reading, and refactoring hierarchical markdown documents
Ref
★ 1,100Up-to-date documentation for your coding agent. Covers 1000s of public repos and sites. Built by ref.tools
Feishu MCP Server
★ 698Access and manage Feishu documents for AI coding tools, enabling structured content retrieval, editing, and search.
Apple Doc MCP
★ 623Search Apple's Developer Documentation with smart search and wildcard support.
Ultimate Google Docs & Drive MCP Server
★ 604Interact with Google Docs and Google Drive for document creation, editing, and file management.
Chroma
★ 567Embeddings, vector search, document storage, and full-text search with the open-source AI application database
Pandoc
★ 565MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, and plain text, with other formats like PDF, csv and docx in development.
ng-diagram MCP Server
★ 553Provides ng-diagram documentation and API lookup tools for AI coding assistants.
Docfork
★ 489Provides up-to-date documentation for over 9000 libraries directly within AI code editors.
Local RAG
★ 335Privacy-first local RAG server for semantic document search without external APIs
MCP Documentation Server
★ 335A server for document management and semantic search using AI embeddings, with local JSON storage.
Context
★ 317Local-first documentation for AI agents. Indexes docs from any git repo into SQLite for offline, instant, private access to up-to-date library documentation.
consult7
★ 294Analyze large codebases and document collections using high-context models via OpenRouter, OpenAI, or Google AI -- very useful, e.g., with Claude Code
Rust Docs MCP Server
★ 283Query up-to-date documentation for Rust crates.
RAG Documentation
★ 265Retrieve and process documentation using vector search to provide context for AI assistants.
HWP-MCP (한글 Model Context Protocol)
★ 258Control the Korean word processor HWP with AI for automated document creation, editing, and manipulation.
Suppr-MCP (超能文献)
★ 253Suppr - AI-powered document translation and academic search service. Supports high-quality translation of PDF, DOCX, PPTX and other formats in 11 languages with optimized mathematical formula handling. Includes PubMed-integrated intelligent literature search for researchers. https://suppr.wilddata.cn/
Ant Design Components
★ 244Provides Ant Design component documentation to large language models (LLMs), allowing them to explore and understand the components.
SAP Documentation
★ 202Provides offline access to SAP documentation and real-time SAP Community content.
jDocMunch-MCP
★ 183jDocMunch-MCP lets AI agents navigate documentation by section instead of reading files by brute force.