Ref Tools

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ReactBits

Remote

Provides access to 135+ animated React components from ReactBits.dev with intelligent caching, quality scoring, and dependency detection for building modern UI applications with animations, backgrounds, text effects, and interactive elements.

GitHub

Official Remote

Extend your developer tools with the GitHub MCP Server—a powerful Model Context Protocol server enhancing automation and AI interactions with GitHub APIs. It supports diverse functionalities like managing workflows, issues, pull requests, repositories, and security alerts. Customize available toolsets to fit your needs, enable dynamic tool discovery to streamline tool usage, and run the server locally or remotely. With read-only mode and support for GitHub Enterprise, this server integrates deeply into your GitHub ecosystem, empowering data extraction and intelligent operations for developers and AI applications. Licensed under MIT, it fosters flexible and advanced GitHub automation.

Desktop Commander

Official

Desktop Commander MCP transforms Claude Desktop into a powerful AI assistant for managing files, running terminal commands, and editing code with precision across your entire system. It supports in-memory code execution, interactive process control, advanced search and replace, plus comprehensive filesystem operations including reading from URLs and negative offset file reads. With detailed audit and fuzzy search logging, it enables efficient automation, data analysis, and multi-project workflows—all without extra API costs. Designed for developers seeking smarter automation, it enhances productivity by integrating all essential development tools into a single, intelligent chat interface.

Control browsers to perform sophisticated web interactions and visual tasks.

Docfork

Official Remote

Retrieves up-to-date documentation and code examples for any software library through the Docfork API, automatically selecting relevant libraries and providing topic-focused documentation with configurable response size limits.

Chrome DevTools

Official

Provides direct Chrome browser control through DevTools for web automation, debugging, and performance analysis using accessibility tree snapshots for reliable element targeting, automatic page event handling, and integrated performance tracing with actionable insights.

Install and configure additional MCP servers dynamically.

Bridges OpenAI's Codex CLI with structured command execution, brainstorming sessions, and chunked response delivery for code analysis, automated refactoring, and development workflow automation.

Enables AI-driven CAD modeling by providing a remote procedure call (RPC) server that allows programmatic control of FreeCAD, supporting operations like creating documents, inserting parts, editing objects, and executing Python code for generative design workflows.

Integrates with n8n workflow automation platform to provide conversational access to 525+ nodes including AI-capable nodes and triggers, enabling natural language workflow creation, validation, and management without requiring direct platform knowledge.

Context7

Official Remote

Discover Context7 MCP, a powerful tool that injects fresh, version-specific code docs and examples from official sources directly into your AI prompts. Say goodbye to outdated or incorrect API info—Context7 ensures your language model answers come with the latest coding references. By simply adding "use context7" to your prompt, you get precise, reliable library documentation and working code snippets without leaving your editor. Designed for smooth integration with many MCP-compatible clients and IDEs, it enhances AI coding assistants with accurate, real-time context that boosts developer productivity and confidence.

Exa Search

Official

Empower AI assistants like Claude with real-time web data using the Exa MCP Server. This Model Context Protocol server connects AI models to the Exa AI Search API, enabling safe, up-to-date web searches across diverse tools such as academic papers, company data, LinkedIn, Wikipedia, GitHub, and more. Its flexible toolset enhances research, competitor analysis, and content extraction, providing comprehensive information for smarter AI interactions. Designed for seamless integration with Claude Desktop, the Exa MCP Server boosts AI capabilities by delivering fast, reliable, and controlled access to the latest online information.

DeepWiki

Official Remote

Instantly turn any Deepwiki article into clean, structured Markdown you can use anywhere. Deepwiki MCP Server safely crawls deepwiki.com pages, removes clutter like ads and navigation, rewrites links for Markdown, and offers fast performance with customizable output formats. Choose a single document or organize content by page, and easily extract documentation or guides for any supported library. It’s designed for secure, high-speed conversion and clear, easy-to-read results—making documentation and learning seamless.

Docfork

Official Remote

Retrieves up-to-date documentation and code examples for any software library through the Docfork API, automatically selecting relevant libraries and providing topic-focused documentation with configurable response size limits.

Nia

Official

Nia is an MCP server that provides additional context to coding agents. It improved Cursor’s performance by 27% by indexing extra documentation and codebases that coding agents can't.

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Grep

Official Remote

Issue search queries and retrieve code snippets from GitHub that match specific patterns or regular expressions, filtered by language, repository, and file path.

Deepcon

Official

Deepcon is a powerful MCP (Model Context Protocol) server that provides AI agents with intelligent access to package documentation. Instead of searching the web or relying on outdated training data, your AI coding agents can search through up-to-date documentation using semantic search.

Rtfmbro

Official Remote

Stay ahead with instantly up-to-date, version-specific docs for any package. rtfmbro is an MCP server that delivers precise, real-time documentation from GitHub at the exact version your project uses. It supports popular ecosystems like Python and Node.js, features smart caching, full context extraction, and tight integration with coding agents. AI assistants can access READMEs, documentation trees, and search repositories, ensuring coding help is always accurate and current. Perfect for developers or AI tools needing the right docs, right when you need them—without stale data or version mismatches.

GitMCP

Official Remote

Stop vibe-hallucinating and start vibe-coding—GitMCP empowers your AI assistant with instant, up-to-date documentation and code from any GitHub project. This free, open-source server eliminates code hallucinations, providing reliable API usage, accurate code examples, and effective support for even new or niche libraries. With smart search tools and a privacy-first approach, GitMCP helps AIs deliver trustworthy answers by pulling information straight from the source. Enjoy enhanced productivity with lightning-fast access to the latest content, all while keeping your projects secure and your workflow smooth.

Enables AI assistants to discover and integrate new capabilities by providing tools for searching, retrieving details, and configuring MCP servers across various applications.

An MCP server that enhances AI agents' coding capabilities by providing zero hallucinations, improved code quality, security-first approach, high test coverage, and efficient context management.

Microsoft Docs

Official Remote

Access official Microsoft documentation instantly with the Microsoft Learn Docs MCP Server. This cloud service implements the Model Context Protocol (MCP) to enable AI tools like GitHub Copilot and others to perform high-quality semantic searches across Microsoft Learn, Azure, Microsoft 365 docs, and more. It delivers up to 10 concise, context-relevant content chunks in real time, ensuring up-to-date, accurate information. Designed for seamless integration with any MCP-compatible client, it helps AI assistants ground their responses in authoritative, current Microsoft resources for better developer support and productivity.

TypeScript-based proxy server that aggregates multiple MCP servers while dramatically reducing context token usage through intelligent tool filtering and dynamic discovery, exposing only 3-4 core tools instead of hundreds to enable AI assistants to search for and dynamically enable only the tools they need at runtime.

Netmex MCP

Official

A lightweight and extendable MCP server toolkit that allows developers to build and integrate custom tools with AI assistants through automatic tool discovery from local directories or npm packages.

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MCP Advisor

Remote

Discovery and recommendation service that helps find and understand available MCP services based on natural language queries, supporting multiple search backends for exploring servers by semantic similarity.

Interactive tutorial and tools for understanding, implementing, and exploring MCP concepts and capabilities.