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K-Dense-AI/claude-skills-mcp

⭐ 404 Python added to this list on 2026-03-01 repository created 2025-10-21

This project features an open-source Model Context Protocol (MCP) server designed to facilitate the discovery and utilization of Claude Agent Skills across various AI models, including those beyond Anthropic's ecosystem. It implements semantic search capabilities using vector embeddings to identify relevant skills based on task descriptions, adhering to Anthropic's progressive disclosure architecture for efficient skill loading. The server employs a two-package architecture, consisting of a lightweight frontend for instant startup and a more substantial backend that handles vector search, RAG dependencies, and skill processing. This design effectively resolves common timeout issues in environments like Cursor by allowing the frontend to respond quickly while the backend loads in the background. Key features include zero-configuration setup with curated skills from official Anthropic and K-Dense AI repositories, multi-source skill loading from GitHub or local directories, and smart caching for fast, local operation without external API keys. It offers three MCP tools: `find_helpful_skills` for semantic search, `read_skill_document` for retrieving specific skill files, and `list_skills` for inventorying loaded skills. The project aims to democratize access to Claude's powerful Agent Skills system, making specialized functionalities available to a broader range of AI applications and enhancing the utility of MCP-compatible assistants.

https://github.com/K-Dense-AI/claude-skills-mcp

MCP serverClaude Agent Skillsvector searchsemantic searchAI assistantModel Context Protocolskill retrievalprogressive disclosureRAGCursorAnthropicK-Dense AIPython