MCP Servers for Documentation Access

Provides structured access to documentation resources across various platforms and formats. Enables AI models to retrieve, search, and utilize technical documentation for reference and generation tasks.

View all MCP Servers

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    A local Model Context Protocol server that connects LLM clients (like Claude) to Readwise, enabling AI assistants to access and interact with your saved reading content.
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    JavaScript
    MIT License
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    Get the narrative and API documentation for the exact version of any of your dependencies. (Only Rust is supported at the moment.)
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    TypeScript
    MIT License
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    A server that enables OCR capabilities to recognize text from images, PDFs, and Word documents, convert them to Markdown, and extract key information.
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    JavaScript
    MIT License
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    MCP Server that connects AI agents to Chargebee Platform.
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    TypeScript
    MIT License
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    A server that allows users to manage documents and perform Claude-powered searches using Needle through the Claude Desktop application.
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    Python
    MIT License
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    A beginner-friendly Model Context Protocol (MCP) server that helps users understand MCP concepts, provides interactive examples, and lists available MCP servers. This server is designed to be a helpful companion for developers working with MCP. Also comes with a huge list of servers you can install.
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    36
    JavaScript
    Apache 2.0
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    An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context
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    TypeScript
    MIT License
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    Provides tools for collecting and documenting code from directories.
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    MIT License
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    Allows AI to interact with your Zotero library.
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    TypeScript
    MIT License
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    Facilitates LLMs to efficiently access and fetch structured documentation for packages in Go, Python, and NPM, enhancing software development with multi-language support and performance optimization.
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    TypeScript
    MIT License
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    Integrates Jina.ai's Reader API with LLMs for efficient and structured web content extraction, optimized for documentation and web content analysis.
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    JavaScript
    MIT License
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    Enables vector similarity search and serving of Svelte documentation via the MCP protocol, with support for local caching and multiple llms.txt documentation formats.
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    TypeScript
    MIT License
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    Provides up to date dependency information of Clojure libraries
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    JavaScript
    MIT License
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    A Model Context Protocol implementation that enables AI assistants to interact with markdown documentation files, providing capabilities for document management, metadata handling, search, and documentation health analysis.
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    MIT License
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    Fetches and extracts comprehensive package documentation from multiple programming language ecosystems (JavaScript, Python, Java, etc.) for LLMs like Claude without requiring API keys.
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    JavaScript
    MIT License
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    Automates the creation of standardized documentation by extracting information from source files and applying templates, with integration capabilities for GitHub, Google Drive, and Perplexity AI.
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    MIT License
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    A Model Context Protocol server that loads multiple OpenAPI specifications and exposes them to LLM-powered IDE integrations, enabling AI to understand and work with your APIs directly in development tools like Cursor.
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    TypeScript
    MIT License
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    A Model Context Protocol server that fetches up-to-date, version-specific documentation and code examples from libraries directly into LLM prompts, helping developers get accurate answers without outdated or hallucinated information.
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    6,330
    JavaScript
    MIT License
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    A flexible Model Context Protocol server that makes documentation or codebases searchable by AI assistants, allowing users to chat with code or docs by simply pointing to a git repository or folder.
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    JavaScript
    MIT License
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    MCP server for Hugeicons integration and documentation This is a TypeScript-based MCP server that provides tools and resources for integrating Hugeicons into various platforms. It implements a Model Context Protocol (MCP) server that helps AI assistants provide accurate guidance for using Hugeicons
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    TypeScript
    MIT License
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    An MCP server that fetches and converts Deepwiki documentation into Markdown, allowing users to crawl pages from deepwiki.com repositories and access them in different output formats.
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    MIT License
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    Empowers AI agents to securely read and extract information (text, metadata, page count) from PDF files within project contexts using a flexible MCP tool.
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    TypeScript
    MIT License
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    A TypeScript tool that ranks files in your codebase by importance, tracks dependencies, and provides file summaries to help understand code structure through Cursor's Model Context Protocol.
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    TypeScript
    GPL 3.0
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    MCP server for SecretiveShell/Awesome-llms-txt. Add documentation directly into your conversation via MCP resources.
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    Python
    MIT License
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    A Model Context Protocol server that enables AI assistants to create, read, edit, and format Microsoft Word documents through standardized tools and resources.
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    MIT License
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    Provides a structured documentation system for context preservation in AI assistant environments, helping users create and manage memory banks for their projects.
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    MIT License
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    This server allows users to interact with their Zotero library through the Model Context Protocol, providing tools for searching items, retrieving metadata, and accessing full text using natural language queries.
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    MIT License
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    A TypeScript server that enhances AI assistants' capabilities when working with Starwind UI components, providing tools for project initialization, component installation, documentation access, and more.
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    MIT License
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    A powerful Model Context Protocol framework that extends Cursor IDE with tools for web content retrieval, PDF processing, and Word document parsing.
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    MIT License
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    This server enables users to download entire websites and their assets for offline access, supporting configurable depth and concurrency settings.
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    Python
    MIT License
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    A documentation server based on MCP protocol designed for various development frameworks that provides multi-threaded document crawling, local document loading, keyword searching, and document detail retrieval.
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    JavaScript
    MIT License
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    Deep directory tree visualization tool enabling efficient visualization of complex directory structures with AI-powered analysis capabilities.
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    TypeScript
    MIT License
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    MCP-NixOS is a Model Context Protocol server that provides real-time, accurate information about NixOS packages, options, Home Manager, and nix-darwin configurations, preventing AI assistants from hallucinating about NixOS resources and enabling them to deliver factual system configuration guidance.
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    MIT License
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    A document conversion server that transforms various file formats (PDFs, documents, images, audio, web content) to Markdown with improved multilingual and UTF-8 support.
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    TypeScript
    MIT License
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    A Model Context Protocol server that allows Claude to access Gong's API for retrieving call recordings and transcripts through a standardized interface.
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    JavaScript
    MIT License
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    Facilitates searching and accessing programming resources across platforms like Stack Overflow, MDN, GitHub, npm, and PyPI, aiding LLMs in finding code examples and documentation.
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    JavaScript
    AGPL 3.0
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    A Model Context Protocol server that enables AI assistants to interact with Confluence content, supporting operations like retrieving, searching, creating, and updating pages and spaces.
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    TypeScript
    MIT License
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    Enables querying documents through a Langflow backend using natural language questions, providing an interface to interact with Langflow document Q\&A flows.
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    JavaScript
    MIT License
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    Used to create an assistant integrated with n8n that can search n8n documentation, example workflows, and community forums.
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    Python
    MIT License
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    A Model Context Protocol server that enables AI assistants like Claude to interact with Outline document services, supporting document searching, reading, creation, editing, and comment management.
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    MIT License
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    An MCP server that enables users to fetch Python documentation using the Brave Search API through natural language queries.
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    Apache 2.0
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    An interface that enables Claude AI to interact with the esa API for searching, creating, and updating documents through the Model Context Protocol.
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    JavaScript
    MIT License
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    A server for managing Rust documentation that enables users to check, build, and search Rust documentation locally through cargo doc commands.
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    TypeScript
    MIT License
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    Integrates MATLAB with AI to execute code, generate scripts from natural language, and access MATLAB documentation seamlessly.
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    JavaScript
    Apache 2.0
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    A Model Context Protocol server that retrieves CVE information from the National Vulnerability Database, allowing AI models to access up-to-date vulnerability data.
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    Apache 2.0
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    一个 Ant Design 组件查询的 mcp 服务,包含 组件文档、API 文档、代码示例、组件更新日志查询
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    MIT License
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    Enables interaction with Old School RuneScape game data and Wiki through the Model Context Protocol, providing tools to search the OSRS Wiki and access game definitions for items, NPCs, locations, and game mechanics.
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    JavaScript
    MIT License
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    Helps AI assistants access shadcn/ui component documentation and examples through a TypeScript-based MCP server that provides reference information for component details, usage examples, and search capabilities.
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    JavaScript
    MIT License
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    An MCP protocol server that provides access to supOS open APIs, allowing MCP-compatible clients to query topic tree structures and details.
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    JavaScript
    Apache 2.0
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    Provides a standardized way to integrate Perplexity AI's features like chat, search, and documentation access into MCP-based systems.
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    JavaScript
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    An open-source MCP implementation providing document management functionality. This project aims to replicate Cursor's @Docs functionality.
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    A comprehensive Model Context Protocol server that enables interaction with ShipBob's e-commerce fulfillment API, providing tools for managing products, orders, inventory, fulfillment, webhooks, returns, locations, channels, and reporting.
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    JavaScript
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    A Model Context Protocol server that integrates with Cursor IDE to provide real-time git-spice documentation search capability.
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    A Model Context Protocol server that analyzes and evaluates GitHub README documentation quality using advanced neural processing, providing scores and improvement suggestions.
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    TypeScript
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    A Model Context Protocol (MCP) server designed to easily dump your codebase context into Large Language Models (LLMs).
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    Apache 2.0
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    A TypeScript-based server that visualizes project directory structures in Markdown format, automatically documenting file contents with syntax highlighting and supporting customizable exclusion patterns.
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    TypeScript
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    A Model Context Protocol server that provides search and retrieval capabilities for JSer.info's JavaScript resource database, enabling access to items, posts, product information, and timeline data through various specialized tools.
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    TypeScript
    MIT License
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    A MCP server that allows you to search and retrieve content on any wiki site using MediaWiki with LLMs 🤖. wikipedia.org, fandom.com, wiki.gg and more sites using Mediawiki are supported!
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    Python
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    A Model Context Protocol server that provides EigenLayer documentation to AI assistants like Claude, enabling natural language interaction with EigenLayer concepts and functionality.
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    TypeScript
    MIT License
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    Model Context Protocol (MCP) server that interacts with Shopify Dev. This protocol supports various tools to interact with different Shopify APIs.
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    TypeScript
    ISC License
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    An MCP server that intelligently chunks large documents for Claude, enabling efficient context-aware processing and summary generation for enhanced document comprehension.
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    JavaScript
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    This TypeScript-based MCP server implements a simple notes system, allowing the creation, listing, and summarization of text notes using MCP concepts with note:// URIs and metadata.
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    A Model Context Protocol server that provides tools for accessing and managing AWS VPC Lattice information, allowing users to list sources and retrieve sample prompts related to AWS networking documentation.
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    A server that connects Claude to your documentation via Inkeep's API, enabling AI-powered interactions with your documentation content.
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    MIT License
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    This server provides access to the Perplexity AI API, enabling interaction through chatting, searching, and documentation retrieval within MCP-based systems.
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    A MCP server for interacting with Aptos documentation and creating full-stack Aptos blockchain applications.
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    A Model Context Protocol server that enables AI assistants like Claude to access and search Atlassian Confluence content, allowing integration with your organization's knowledge base.
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    TypeScript
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    Implements the Model Context Protocol (MCP) over HTTP to provide remote access to BluestoneApps coding standards and React Native code examples.
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    TypeScript
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    Enables interaction with Paperless-NGX API servers, supporting document management, tagging, and metadata operations through a natural language interface.
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    JavaScript
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    Transform your non-existent or unreadable docs into an intelligent, searchable knowledge base that actually answers those 'basic questions' before they're asked.
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    Enables interaction with the Metal Framework by providing documentation search and code generation capabilities using natural language queries.
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    TypeScript
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    Integrates with Claude to enable intelligent querying of documentation data, transforming crawled technical documentation into an actionable resource that LLMs can directly interact with.
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    TypeScript
    Apache 2.0
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    A server that provides structured access to markdown documentation from NPM packages, Go Modules, or PyPi packages, enabling informed code generation by exposing these docs as resources or tools.
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    TypeScript
    MIT License
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    A server for managing project documentation and context across Claude AI sessions through global and branch-specific memory banks, enabling consistent knowledge management with structured JSON document storage.
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    TypeScript
    MIT License
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    A tool that helps users conduct comprehensive research on complex topics by exploring questions in depth, finding relevant sources, and generating structured, well-cited research reports.
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    Python
    MIT License
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    A Model Context Protocol server that enables natural language interaction with arXiv.org, allowing users to search, retrieve metadata, download PDFs, and load scholarly articles into LLM context.
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    Python
    MIT License
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    Provides access to Feishu (Lark) documents for AI-driven coding tools like Cursor, Windsurf, and Cline based on Model Context Protocol implementation.
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    TypeScript
    MIT License
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    A Model Context Protocol server that retrieves information from Wikipedia to provide context to LLMs, allowing users to search articles, get summaries, full content, sections, and links from Wikipedia.
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    MIT License
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    A bridge between AI assistants and ArXiv's research repository that enables searching, downloading, and reading academic papers through the Message Control Protocol.
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    MIT License
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    A Model Context Protocol (MCP) server that enables semantic search and retrieval of documentation using a vector database (Qdrant). This server allows you to add documentation from URLs or local files and then search through them using natural language queries.
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    JavaScript
    Apache 2.0
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    An MCP-based service that enables AI models to seamlessly interact with Feishu (Lark) platform, supporting document reading and chatbot messaging capabilities.
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    TypeScript
    MIT License
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    A Model Context Protocol server that converts various file formats (PDF, PowerPoint, Word, Excel, Images, etc.) to Markdown to make them accessible to LLMs.
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    MIT License
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    The Metaplex MCP Server facilitates access to Metaplex documentation and repository details, enabling users to search and interact with various Metaplex resources through the MCP protocol.
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    TypeScript
    The Unlicense
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    A server that implements the Model Context Protocol (MCP), providing an interface for LLM applications to generate mermaid.js visualizations and diagrams.
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    Python
    MIT License
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    A Model Context Protocol server that enables AI tools like Claude or Cursor to directly interact with FamilySearch's family history data, including searching person records, viewing detailed information, and exploring ancestors and descendants.
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    TypeScript
    MIT License
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    A server that provides document processing capabilities using the Model Context Protocol, allowing conversion of documents to markdown, extraction of tables, and processing of document images.
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    MIT License
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    A Model Context Protocol implementation that enables AI-powered access to documentation resources, featuring URI-based navigation, template matching, and structured documentation management.
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    Python
    MIT License
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    The server facilitates access to Julia documentation and source code through Claude Desktop, allowing users to retrieve information on Julia packages, modules, types, functions, and methods.
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    JavaScript
    MIT License
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    An MCP server that exposes HTTP methods defined in an OpenAPI specification as tools, enabling interaction with APIs via the Model Context Protocol.
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    Python
    MIT License
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    Access any documentation indexed by RagRabbit Open Source AI site search
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    TypeScript
    MIT License
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    A Model Context Protocol server plugin for SiYuan note-taking application that enables searching documents, retrieving content, and writing to notes through an HTTP-based interface.
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    TypeScript
    AGPL 3.0
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    The MCP server provides access to Clever Cloud's documentation, allowing users to query and interact with it through Model Context Protocol clients like Claude Desktop.
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    TypeScript
    MIT License
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    A collection of Laravel helper tools for integration with Cursor IDE, providing features like log viewing, error searching, artisan command execution, and model information display directly within the editor.
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    Python
    MIT License
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    An MCP server that provides tools to load and fetch documentation from any llms.txt source, giving users full control over context retrieval for LLMs in IDE agents and applications.
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    Python
    MIT License
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    A server that provides access to Mathematica documentation through FastMCP, enabling users to retrieve function documentation and list package symbols from Wolfram Mathematica.
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    Python
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    An open-source MCP server that provides applications like Cursor, Windsurf, and Claude with access to llms.txt documentation files, allowing users to control and audit context retrieval.
    Last updated -
    4
    Python
    MIT License
    • Apple
    • Linux
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    security
    A
    license
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    quality
    A Model Context Protocol (MCP) server that implements AI-First Development framework principles, allowing LLMs to interact with context-first documentation tools and workflows for preserving knowledge and intent alongside code.
    Last updated -
    321
    Python
    AGPL 3.0
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    security
    A
    license
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    quality
    A Model Context Protocol server that provides AI assistants and language models with access to Laravel 12 documentation, allowing them to list, read, and search through documentation files.
    Last updated -
    1
    Python
    MIT License
    • Linux
    • Apple
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    security
    A
    license
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    quality
    An MCP server that exports PDF documents to markdown format optimized for LLM processing.
    Last updated -
    Python
    BSD 3-Clause
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    security
    A
    license
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    quality
    Serves as a guardian of development knowledge, providing AI assistants with curated access to latest documentation and best practices.
    Last updated -
    4
    87
    52
    TypeScript
    MIT License
  • -
    security
    A
    license
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    quality
    An MCP server that enables LLMs to understand and work with TypeScript APIs they haven't been trained on by providing structured access to TypeScript type definitions and documentation.
    Last updated -
    176
    11
    TypeScript
    MIT License
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    security
    A
    license
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    quality
    Toolset that crawls websites, generates Markdown documentation, and makes that documentation searchable via a Model Context Protocol (MCP) server for integration with tools like Cursor.
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    6
    Python
    MIT License
    • Linux
    • Apple
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    security
    F
    license
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    quality
    Provides AI assistants like Claude or Cursor with access to Payman AI's documentation, helping developers build integrations more efficiently.
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    TypeScript
    • Linux
    • Apple
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    security
    A
    license
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    quality
    An MCP server that converts Cursor agent plans into structured markdown task lists and organizes them in your repository, helping you track AI-generated plans and recommendations as actionable specifications.
    Last updated -
    3
    Python
    MIT License
    • Linux
    • Apple
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    security
    A
    license
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    quality
    An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context. Uses Ollama or OpenAI to generate embeddings. Docker files included
    Last updated -
    19
    14
    TypeScript
    MIT License
    • Apple
    • Linux
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    security
    A
    license
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    quality
    A Model Context Protocol server that enables Large Language Models to search and access IETF RFC documents with pagination support.
    Last updated -
    Python
    MIT License
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    security
    A
    license
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    quality
    godoc-mcp is a Model Context Protocol (MCP) server that provides efficient access to Go documentation. It helps LLMs understand Go projects by providing direct access to package documentation without needing to read entire source files.
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    24
    Go
    MIT License
  • -
    security
    A
    license
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    quality
    Provides Unix command documentation directly within Claude conversations, allowing users to retrieve help pages, man pages, and usage information without leaving the chat interface.
    Last updated -
    Python
    MIT License
    • Linux
    • Apple
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    security
    A
    license
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    quality
    Provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context.
    Last updated -
    62
    TypeScript
    MIT License
    • Apple
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    security
    A
    license
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    quality
    Enables Language Models to interact with Notion workspaces through standardized tools for searching, reading, creating, and updating pages and databases.
    Last updated -
    39
    TypeScript
    MIT License
    • Apple
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    security
    A
    license
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    quality
    An MCP server that enables programmatic interaction with Microsoft Word documents on Windows via COM Interop, allowing operations like document creation, text manipulation, formatting, and table management.
    Last updated -
    8
    TypeScript
    MIT License
  • -
    security
    A
    license
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    quality
    A server that allows AI assistants to search for research papers, read their content, and access related code repositories through the PapersWithCode API.
    Last updated -
    4
    Python
    MIT License
  • -
    security
    A
    license
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    quality
    MCP server that enables collection of data from BuildingLink, providing access to occupant profiles, vendors, deliveries, library items, announcements, and other building-related information.
    Last updated -
    705
    JavaScript
    MIT License
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    security
    A
    license
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    quality
    This tool creates a Model Context Protocol (MCP) server that acts as a proxy for any API that has an OpenAPI v3.1 specification. This allows you to use Claude Desktop to easily interact with both local and remote server APIs.
    Last updated -
    548
    514
    JavaScript
    MIT License
    • Apple
    • Linux
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    security
    A
    license
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    quality
    A free, open-source service that transforms GitHub projects into MCP endpoints, enabling AI assistants to access and understand project documentation without any setup.
    Last updated -
    1,882
    TypeScript
    Apache 2.0
    • Apple
    • Linux
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    security
    A
    license
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    quality
    An MCP server that enables clients to extract LLM-friendly prompts from documentation in GitHub repositories or hosted websites.
    Last updated -
    Python
    Apache 2.0
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    security
    F
    license
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    quality
    An Agent Framework Documentation server that enables AI agents to efficiently retrieve information from documentation databases using hybrid semantic and keyword search for seamless agent integration.
    Last updated -
    Python
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    quality
    An MCP server that allows integration with Nia's codebase understanding capabilities through function calling in tools like Cursor and Claude Desktop, enabling users to analyze project structure and search codebases via natural language queries.
    Last updated -
    3
    JavaScript
    MIT License
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that provides greeting tools, resources, and prompts, demonstrating client-server interaction using TypeScript.
    Last updated -
    TypeScript
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    security
    F
    license
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    quality
    A comprehensive Model Context Protocol server for advanced code analysis that provides tools for syntax analysis, dependency visualization, and AI-assisted development workflow support.
    Last updated -
    2
    Python
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    security
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    license
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    quality
    A TypeScript-based document processing server that supports various document formats (.docx, .pdf, .xlsx) and integrates with Model Context Protocol SDK for efficient document context management.
    Last updated -
    TypeScript
    MIT License
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    security
    F
    license
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    quality
    A Model Context Protocol server that enables AI assistants to explore and interact with Cursor IDE's SQLite databases, providing access to project data, chat history, and composer information.
    Last updated -
    10
    Python
    • Apple
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    security
    F
    license
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    quality
    A Management Control Plane server that allows users to explore and analyze Swagger/OpenAPI specifications, providing features such as endpoint exploration, schema analysis, and customizable response formatting, with support for authentication and integration with tools like Claude.
    Last updated -
    4
    TypeScript
  • -
    security
    F
    license
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    quality
    A Python MCP server for invoice and receipt processing that uses OCR technology to extract data from PDFs and images, offering AI assistants the ability to process, extract text from, and merge invoice documents.
    Last updated -
    Python
    • Apple
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    security
    F
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    quality
    This server provides an API to query Large Language Models using context from local files, supporting various models and file types for context-aware responses.
    Last updated -
    1
    TypeScript
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    security
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    license
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    * analyze your react projects locally * consistent output w/ AST parsing + AI * create markdown docs, llm.txt for your react code at once
    Last updated -
    2
    TypeScript
  • -
    security
    F
    license
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    quality
    Facilitates real-time tool discovery and documentation retrieval for command-line tools within a VSCode extension, using Express and SSE for secure and dynamic content streaming.
    Last updated -
    4
    TypeScript
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    security
    F
    license
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    quality
    Enables AI assistants to enhance their responses with relevant documentation through a semantic vector search, offering tools for managing and processing documentation efficiently.
    Last updated -
    62
    13
    TypeScript
  • -
    security
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    license
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    quality
    A Model Context Protocol server that connects to a payments company's developer portal, providing AI assistants with access to payment documentation, APIs, and guides.
    Last updated -
    JavaScript
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    security
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    license
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    quality
    An MCP server that enables programmatic access to IETF RFC documents, allowing users to fetch, search, and extract specific sections from RFCs.
    Last updated -
    2
    TypeScript
    Apache 2.0
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    security
    F
    license
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    quality
    An MCP server that fetches real-time documentation for popular libraries like Langchain, Llama-Index, MCP, and OpenAI, allowing LLMs to access updated library information beyond their knowledge cut-off dates.
    Last updated -
    Python
  • -
    security
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    license
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    quality
    Ida documentation reader (sort-of) mcp server
    Last updated -
    Python
    MIT License
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol Server that enables language models to access and manipulate Readwise documents and highlights programmatically.
    Last updated -
    2
    Python
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    security
    F
    license
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    quality
    Enables integration between MCP clients and the Handwriting OCR service, allowing users to upload images and PDF documents, check processing status, and retrieve OCR results as Markdown.
    Last updated -
    1
    JavaScript
    • Apple
    • Linux
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    security
    F
    license
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    quality
    lark-tools-mcp connects Lark and cursor. It provides cursor with the ability to read documents, send messages, process tasks, and perform data analysis.
    Last updated -
    5
    JavaScript
  • -
    security
    F
    license
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    quality
    An MCP server that provides AI tools with access to Rust documentation from docs.rs, enabling search for crates, documentation, type information, feature flags, version information, and source code.
    Last updated -
    3
    TypeScript
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    security
    F
    license
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    quality
    Allows LLM tools like Claude Desktop and Cursor AI to access and summarize code files through a Model Context Protocol server, providing structured access to codebase content without manual copying.
    Last updated -
    TypeScript
    • Linux
    • Apple
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    security
    F
    license
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    quality
    A Model Context Protocol server that enables LLMs to extract and use content from unstructured documents across a wide variety of file formats.
    Last updated -
    2
    Python
    • Apple
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    security
    F
    license
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    quality
    Provides tools for accessing coding style guidelines and best practices for various technologies including Java, Python, and React.
    Last updated -
    Python
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    security
    F
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    quality
    An MCP server that enables searching and retrieving content from Confluence documentation systems, providing capabilities for both document searches and full page content retrieval.
    Last updated -
    Python
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    security
    F
    license
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    quality
    Converts web-based documentation into markdown format using jina.ai's conversion service, allowing users to scrape documentation from any URL and save it as markdown files.
    Last updated -
    6
    Python
    • Linux
    • Apple
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    security
    F
    license
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    quality
    A comprehensive suite of Model Context Protocol servers designed to extend AI agent Claude's capabilities with integrations for knowledge management, reasoning, advanced search, news access, and workspace tools.
    Last updated -
    5
    TypeScript
    • Apple
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    security
    F
    license
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    quality
    A MCP server that exposes OpenAPI schema information to LLMs like Claude. This server allows an LLM to explore and understand large OpenAPI schemas through a set of specialized tools, without needing to load the whole schema into the context
    Last updated -
    37
    5
    JavaScript
    • Apple
    • Linux
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    security
    F
    license
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    quality
    Provides curated documentation access via the Gemini API, enabling users to query and interact with technical docs effectively by overcoming context and search limitations.
    Last updated -
    13
    TypeScript
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    security
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    license
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    quality
    An MCP server that automatically generates documentation, test plans, and code reviews for code repositories by analyzing directory structures and code files using AI models via OpenRouter API.
    Last updated -
    3
    TypeScript
    Creative Commons Zero v1.0 Universal
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    security
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    license
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    quality
    An MCP server that enables AI assistants to access up-to-date documentation for Python libraries like LangChain, LlamaIndex, and OpenAI through dynamic fetching from official sources.
    Last updated -
    1
    Python
    MIT License
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    security
    F
    license
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    quality
    Enables access to ZEN University's syllabus content through MCP implementation, allowing users to get course recommendations and consultation about curriculum requirements via AI assistants.
    Last updated -
    4
    TypeScript
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    security
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    license
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    quality
    A server that enables Claude to search and access documentation from popular libraries like LangChain, LlamaIndex, and OpenAI directly within conversations.
    Last updated -
    1
    Python
  • -
    security
    F
    license
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    quality
    A customized MCP server that enables integration between LLM applications and documentation sources, providing AI-assisted access to LangGraph and Model Context Protocol documentation.
    Last updated -
    Python
    • Linux
    • Apple
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    security
    F
    license
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    quality
    A Managed Context Provider server that crawls and indexes Zerops documentation, making it available as a searchable context source for Cursor IDE.
    Last updated -
    TypeScript
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    security
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    license
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    quality
    docmcp
    Last updated -
    1
    TypeScript
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    security
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    Enables AI systems to analyze documents and extract form data through Azure Form Recognizer/Document Intelligence, supporting various document types including receipts, invoices, and ID documents.
    Last updated -
    2
    TypeScript
    • Apple
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    security
    F
    license
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    quality
    A simple Model Context Protocol server that enables searching and retrieving relevant documentation snippets from Langchain, Llama Index, and OpenAI official documentation.
    Last updated -
    Python
    • Apple
    • Linux
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    security
    F
    license
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    quality
    A server that enables AI models to interact with Confluence Data Center through REST API, providing operations like searching, reading, creating, updating, and deleting pages.
    Last updated -
    1
    Python
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    security
    F
    license
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    quality
    An MCP server that crawls API documentation websites and exposes their content to AI models, enabling them to search, browse, and reference API specifications.
    Last updated -
    Python
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    security
    F
    license
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    quality
    Converts Markdown to styled PDFs using VS Code's markdown styling and Python's ReportLab, with a simple note storage system.
    Last updated -
    6
    Python
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    security
    F
    license
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    quality
    Provides AI assistants with access to Payman's documentation, helping developers build integrations more efficiently through enhanced contextual support.
    Last updated -
    TypeScript
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    security
    F
    license
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    quality
    Provides tools for accessing the Semantic Scholar API to search papers, retrieve paper and author details, and fetch citations and references through the Model Context Protocol.
    Last updated -
    1
    Python
    • Apple
    • Linux
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    security
    F
    license
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    quality
    A Model Context Protocol server for ingesting, chunking and semantically searching documentation files, with support for markdown, Python, OpenAPI, HTML files and URLs.
    Last updated -
    Python
    • Apple
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    A Model Context Protocol (MCP) server that allows interaction with PDF and EPUB documents, designed to work with Windsurf IDE by Codeium.
    Last updated -
    3
    Python
    MIT License
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    security
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    license
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    quality
    Enables VSCode/Cursor to integrate with Confluence Wiki, allowing AI models to access and process wiki content by fetching pages and converting them to Markdown format.
    Last updated -
    2
    TypeScript
    MIT License
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    security
    F
    license
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    quality
    A smart documentation server that provides AI-assisted code improvement and documentation management through Claude Desktop integration.
    Last updated -
    7
    TypeScript
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    security
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    license
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    quality
    Provides reference information for Flux UI components, enabling AI assistants to access component documentation and examples from the Flux UI design system.
    Last updated -
    2
    JavaScript
    MIT License
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    security
    F
    license
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    quality
    An MCP server that connects to your Notion knowledge base, allowing you to query and retrieve information directly from VSCode using the Cline extension.
    Last updated -
    Python
    • Apple
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    security
    F
    license
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    quality
    A Model Context Protocol server utilizing Claude AI for generating intelligent queries and offering documentation assistance based on API documentation analysis.
    Last updated -
    3
    2
    TypeScript
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    security
    F
    license
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    quality
    An MCP server that enables generating scripts based on specified topics and keywords, while also providing functionality to store and summarize notes.
    Last updated -
    Python
    • Apple
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    security
    F
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    quality
    An MCP server that provides AI assistants with access to Astro documentation, enabling them to search and reference Astro docs when helping users with Astro-related tasks.
    Last updated -
    JavaScript
    • Apple
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    security
    F
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    quality
    Server that enhances the capabilities of the Cline coding agent. It provides intelligent code suggestions, reduces hallucinations, and documents the knowledge base by leveraging your project's documentation and detecting the technologies used in your codebase.
    Last updated -
    10
    JavaScript
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    security
    F
    license
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    quality
    A Model Context Protocol server that connects AI clients to local code repositories, using Gemini 2.0 Flash to analyze codebases and generate targeted context based on user queries.
    Last updated -
    3
    Python
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    security
    F
    license
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    quality
    A MCP server that exposes GraphQL schema information to LLMs like Claude. This server allows an LLM to explore and understand large GraphQL schemas through a set of specialized tools, without needing to load the whole schema into the context
    Last updated -
    14
    1
    JavaScript
    • Apple
    • Linux
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    security
    F
    license
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    quality
    An MCP server that integrates with Claude to provide smart documentation search capabilities across multiple AI/ML libraries, allowing users to retrieve and process technical information through natural language queries.
    Last updated -
    Python
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    security
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    An MCP server that integrates Apifox API documentation with AI assistants, allowing AI to extract and understand API information from Apifox projects.
    Last updated -
    91
    TypeScript
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    security
    F
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    quality
    A Model Context Protocol server implementation that enables seamless integration with Claude and other MCP-compatible clients to access Prem AI's language models, RAG capabilities, and document management features.
    Last updated -
    JavaScript
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    security
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    An MCP server that helps developers integrate Vonage API capabilities by providing AI-assisted access to Vonage documentation through specialized search functionality.
    Last updated -
    Python
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    security
    F
    license
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    quality
    Exposes Ant Design component documentation to Large Language Models, allowing LLMs to explore and understand Ant Design components through specialized tools for listing components, viewing documentation, inspecting props, and browsing code examples.
    Last updated -
    JavaScript
    • Apple
    • Linux
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    security
    F
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    A Model Context Protocol server that provides AI-powered features for the Transcripter project, including tools for searching and summarizing transcriptions and resources for accessing transcription and analysis data.
    Last updated -
    1,261
    TypeScript
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    security
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    license
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    quality
    Fetches up-to-date, version-specific documentation and code examples from the source and adds them to your LLM prompts, helping eliminate outdated code generations and hallucinated APIs.
    Last updated -
    JavaScript
    MIT License
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    security
    F
    license
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    quality
    Provides semantic search capabilities over PyTorch documentation, enabling users to find relevant documentation, APIs, code examples, and error messages through Claude Code integration.
    Last updated -
    1
    Python