Show HN: Magpie-search, Federated, local-first search for an AI

Category: ai-ml

Tags: federated-search, local-first, mcp-server, ai-tools, vector-search

Score: 7.0/10 (Innovation: 7, Technical: 7, Documentation: 8, Utility: 6)

Magpie-search is a federated, local-first search engine for AI agents that indexes conversation history, files, knowledge graphs, vector stores, and the web into a single queryable interface with trust-weighted ranking. Its innovative combination of five search modes with cross-source dedup and token-budget trimming, plus a unique 'deep web' search that avoids LLM token costs, makes it a compelling retrieval tool for AI systems.

Target audience: AI developers, LLM application builders, agent developers

Repository: https://github.com/xfloukiex-lab/magpie-search · Python · Apache-2.0 · 25 stars

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