Claude Skills

by k-dense-ai · Version Control · mcp-server, pypi

Enables semantic search and retrieval of specialized coding skills from GitHub repositories and local directories, using vector similarity to match tasks with relevant bioinformatics, cheminformatics, and data analysis implementations.

A vector search-powered MCP server built by K-Dense AI that enables Claude to discover and retrieve relevant Agent Skills from GitHub repositories and local directories using semantic similarity. The server indexes skill descriptions with sentence transformers, performs RAG-based search to find the most relevant skills for specific tasks, and includes document loading capabilities for accessing Python scripts, references, and assets within skills. Designed primarily for scientific computing workflows, it comes pre-configured with 70+ bioinformatics, cheminformatics, and data analysis skills from K-Dense AI's scientific skills repository, plus official Anthropic skills, making it useful for researchers and developers who need contextual guidance on specialized technical tasks and proven implementation patterns.

Source: https://github.com/k-dense-ai/claude-skills-mcp

Install

uvx claude-skills-mcp

Tags: mcp-server, pypi

⭐ 354 GitHub stars · Source: pulsemcp

About Version Control MCP servers and Claude skills

Version Control MCP servers extend what AI agents can do inside Claude Code, Cursor, Copilot, Codex, and Windsurf. The Skiln directory indexes 16,000+ such integrations across 22 categories.

Claude Skills is one of hundreds of Version Control entries indexed on Skiln. Browse the full Version Control category or the complete directory of Claude skills, MCP servers, agents, commands, and hooks.

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Frequently asked questions

How do I install Claude Skills?

Add the install command above to your Claude Code, Cursor, or Windsurf MCP configuration. Most servers register via npx, a local command, or a Docker image. Refer to the source repository for environment variables and credential requirements.

Which clients support Claude Skills?

Any MCP-compatible client works: Claude Desktop, Claude Code CLI, Cursor, Windsurf, Zed, and VS Code with the official MCP extension. OpenAI Codex and GitHub Copilot increasingly support MCP via adapter bridges.

Is Claude Skills free?

The server itself is typically open source. Any upstream service (API keys, paid tiers, hosted infrastructure) may have its own pricing. Check the source repository for details.