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Paparats

Semantic code search for AI coding assistants. Local Qdrant, multi-repo, no API keys.

Search & Knowledgev0.2.9
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Best MCP Servers for Web Search: Top Picks From 433 OptionsGiving Claude the ability to search the web requires an MCP server, and MCPFind indexes 433 of them. This guide compares the top options by star count, API requirements, and real-world setup complexity so you can connect live search to your AI assistant without guesswork.Read article