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SeekLink — hybrid semantic search for markdown vaults. Four-channel RRF fusion, MLX reranker, native CJK support. Fully local.

10 starsPython

SeekLink – Local hybrid search and link discovery for Obsidian vaults

by simonsysun·Apr 5, 2026·2 points·0 comments

AI Analysis

●●SolidNiche GemSolve My Problem

Hybrid search MCP server that writes wikilinks, unlike UI-bound Smart Connections plugin.

Strengths
  • Four-channel search fuses BM25, vectors, graph, and titles for accuracy.
  • Native CJK support handles bilingual vaults better than standard models.
  • Agents write links directly, enabling automated graph maintenance without UI.
Weaknesses
  • Requires Python environment setup, higher barrier than native Obsidian plugins.
  • MCP ecosystem is nascent; limited client support compared to plugins.
Target Audience

Obsidian power users building AI-agent workflows

Similar To

Smart Connections · Obsidian Copilot · Mem.ai

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