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Vectr
Semantic codebase search + persistent working memory for AI code editors. Local, no API key.
Search & Knowledge
v1.2.0
View on GitHub
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Best Search MCP Servers for Internal Docs in 2026
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Best Search MCP Servers for Web Research in 2026
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Best MCP Servers for Web Search: Top Picks From 433 Options
Giving 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.
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