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maintenanceEnables generating UI design rules, fetching color palettes, and retrieving brand design references from over 328 brands.
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"A server for searching the web in real time" matching MCP servers:
Guion Web MCP serverofficial
AlicenseNot gradedqualityBmaintenanceEnables web research through multi-provider search, documentation lookup, public code search, and clean Markdown extraction from static or JavaScript-rendered pages via five read-only tools.1Apache 2.0- AlicenseAqualityCmaintenanceMCP server providing browser compatibility data for the entire Web Platform.7421MIT
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- FlicenseAqualityBmaintenanceA local-first MCP server for web search and documentation fetching, providing free DuckDuckGo search, URL-to-markdown conversion, and library docs from npm, PyPI, crates.io, Go, and GitHub with caching.5
- FlicenseAqualityBmaintenanceA version-aware cache for web research that stores and serves documentation references, preventing models from re-researching the same topics across sessions.7
- AlicenseBqualityFmaintenanceAutomatically crawls documentation websites, converts them to organized markdown files, and generates condensed cheat sheets. Intelligently categorizes content into tools/APIs and provides local-first access to downloaded documentation.3GPL 3.0
- AlicenseNot gradedqualityAmaintenanceA self-hosted MCP server that crawls, indexes, and searches documentation from any website locally, including private sites requiring authentication. It provides hybrid search capabilities and local embedding generation to maintain privacy while keeping AI assistant knowledge up to date.2,001MIT
- AlicenseNot gradedqualityDmaintenanceAutomatically crawl and analyze legacy web applications to generate documentation and modernization plans.MIT
- FlicenseNot gradedqualityCmaintenanceThe public MCP server for togo — docs, the plugin marketplace, and plugin submission, for any agent.1
- FlicenseNot gradedqualityCmaintenanceMCP server for searching web documentation via sitemap.xml, enabling semantic search across multiple documentation sites using Ollama embeddings.
- AlicenseAqualityDmaintenanceProvides AI coding assistants with on-demand access to component specs, test scenarios, accessibility requirements, and build guides from the Web UI Component Specification.10MIT
- AlicenseCqualityFmaintenanceEnables querying documents through a Langflow backend using natural language questions, providing an interface to interact with Langflow document Q\&A flows.115MIT
- AlicenseNot gradedqualityDmaintenanceA Python-based MCP server that enables document-based question answering by processing PDF, TXT, and Markdown files through OpenAI's API. It provides hallucination-free responses based strictly on document content using semantic search and includes a web interface for management.MIT
- AlicenseNot gradedqualityDmaintenanceDelivers curated documentation, quickstart commands, and stack recommendations for modern full stack web development through MCP-enabled AI assistants.MIT
- FlicenseNot gradedqualityCmaintenanceExposes a small catalog of programming study topics through the Model Context Protocol (MCP) for local learning.
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ak-mcpofficial
AlicenseAqualityAmaintenanceProvides AI coding tools with queryable documentation for the AK (Active Kernel) event-driven MCU framework, including API signatures, guides, and guardrails.81Apache 2.0- AlicenseAqualityCmaintenanceProvides LLMs with real-time access to up-to-date documentation from PyPI, npm, crates.io, GoDocs, DockerHub, GitHub, and GCP, preventing outdated code generation and API hallucinations.2714MIT
- FlicenseAqualityDmaintenanceProvides Large Language Models with real-time access to the latest documentation for Python libraries like Langchain, LlamaIndex, and OpenAI, enabling accurate and up-to-date code suggestions.1