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Snipara MCP

Snipara MCP

@alopez3006
developmentMCPcontext-optimizationsemantic-search

Model Context Protocol (MCP) server that connects AI assistants to Snipara API for intelligent context optimization, enabling 90% context reduction, multi-project semantic search, persistent AI memory, team coding standards injection, and multi-agent coordination.

🚀 Snipara MCP connects your AI assistant to intelligent context optimization. Instead of overwhelming your model with massive code repositories, it intelligently searches and retrieves only the most relevant information—reducing 500K tokens down to 5K while maintaining accuracy.

💡 Perfect for developers who need AI to understand large codebases, maintain team coding standards, and coordinate multiple AI agents. Search across all your projects simultaneously, build persistent AI memory across conversations, and automatically inject your team's best practices into every query.

✨ Get 90% context reduction, faster responses, and smarter AI that actually understands your codebase—without the token bloat.

GitHub

Requirements

Snipara API Key

Authentication credentials for Snipara API access at api.snipara.com

Python 3.10+

Python runtime environment version 3.10 or higher