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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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"Searching for MCP server with the most stars" matching MCP servers:
- AlicenseAqualityCmaintenanceProvides AI assistants with specialized tools to interact with NIST's Open Security Controls Assessment Language (OSCAL) framework. It enables agents to retrieve schemas, explore models, and generate valid OSCAL documentation for security compliance automation.4051Apache 2.0
- 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
Qdrant Docs MCP Serverofficial
Flicense-qualityCmaintenanceA read-only MCP server providing curated Qdrant documentation for LLMs, enabling retrieval of the latest and most accurate documentation.9- Flicense-qualityCmaintenanceEnables hybrid search (BM25 + semantic with RRF) over documentation, with Thai language support. It exposes MCP tools for adding documents and searching via Qdrant and Ollama/OpenAI, using a stateless Streamable HTTP transport.
ak-mcpofficial
AlicenseAqualityAmaintenanceProvides AI coding tools with queryable documentation for the AK (Active Kernel) event-driven MCU framework, including API signatures, guides, and guardrails.8Apache 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real-time access to up-to-date documentation from PyPI, npm, crates.io, GoDocs, DockerHub, GitHub, and GCP, preventing outdated code generation and API hallucinations.2714MIT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
- Alicense-qualityCmaintenanceHosted MCP gateway to the RTP global commons of neighborhood practice and relational tech knowledge. AI builders can query 275+ recipes, frameworks, and methodology docs for community organizing.14MIT
- Alicense-qualityCmaintenanceA 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.213MIT
Appwrite Docs MCP Serverofficial
Flicense-qualityAmaintenanceEnables IDEs like Cursor, Windsurf, and Claude Code to access and query Appwrite documentation through a vector-powered search system. Provides developers with contextual Appwrite documentation directly within their development environment.12- Flicense-qualityCmaintenanceEnables AI assistants to search the Godot 4.7 documentation locally using hybrid keyword and semantic search, providing accurate API references with URLs and section hierarchy.
- Flicense-qualityDmaintenanceEnables Claude to read and analyze PDF documents with automatic OCR processing for scanned files. Features intelligent text extraction, caching for performance, and secure file access with search capabilities.1
- AlicenseAqualityDmaintenanceEnables searching and querying HackTricks pentesting documentation directly from Claude, with tools for quick lookup, grouped search results, page outlines, section extraction, and cheatsheet mode.71118MIT
- AlicenseAqualityAmaintenanceMCP server for browsing and searching your local resume and job application documents191GPL 3.0
- AlicenseAqualityAmaintenanceStructured .aide spec files that give AI agents progressive disclosure into your codebase architecture via MCP.91033MIT
- FlicenseAqualityCmaintenanceEnables searching and retrieving documentation content from SaaSus Platform through MCP-compatible clients like Claude Desktop and Cursor. Provides tools to search for relevant articles, get full content from specific URLs, and access the complete sitemap of SaaSus documentation.31
- AlicenseAqualityDmaintenanceMCP server providing access to Handsontable documentation for AI-powered code generation, with tools to fetch docs, search, and list categories.33MIT
- AlicenseAqualityFmaintenanceEnables AI assistants to query the Magisterium API for authoritative Catholic Church teaching with citations.11MIT
- AlicenseAqualityAmaintenanceEnables searching and reading OCI documentation using the Oracle Help Center Search API. Provides tools for finding relevant documentation URLs and reading page content.211MIT
