Smart Connections MCP Server
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- AlicenseNot gradedqualityBmaintenanceEnables semantic search and knowledge graph exploration of Obsidian vaults using Smart Connections embeddings. Provides intelligent note discovery, similarity search, and connection mapping through natural language queries.67 npm58MIT
- AlicenseNot gradedqualityFmaintenanceEnables AI agents to find semantic connections and perform text searches in Obsidian vaults using the Smart Connections plugin data.46 npm14MIT
- AlicenseNot gradedqualityCmaintenanceEnables semantic recommendation for Obsidian vaults, allowing users to find related notes, forgotten knowledge, and missing connections through embedding similarity and wiki-link graph analysis.2MIT
- AlicenseNot gradedqualityBmaintenanceEnables semantic search and retrieval over an Obsidian vault using local or API-based embeddings, allowing AI assistants to find notes by meaning, get related content, and pull context during conversations.16MIT
- FlicenseNot gradedqualityDmaintenanceEnables Claude to perform semantic search across your Obsidian vault using Smart Connections vector database. Provides meaning-based search, related note discovery, and context retrieval for RAG queries instead of basic keyword matching.11-
- AlicenseNot gradedqualityCmaintenanceFinds missing links between notes in an Obsidian vault by analyzing embeddings locally. Exposes tools to suggest missing links across the vault or for a specific note.3MIT
TDQS
Scored across 10 tools
Most tools are clearly distinct by resource and action, but get_similar_notes, search_notes, and get_embedding_neighbors all touch semantic retrieval and could cause misselection. The descriptions do a good job separating note-based, query-based, and vector-based retrieval, so only one or two tools are genuinely confusable.
Every tool follows a consistent snake_case verb_noun pattern: get_* for retrieval, search_notes for querying, resolve_link for resolution, and check_* for diagnostics. The naming is predictable and makes the toolset easy to navigate.
Ten tools is well-scoped for a read-only vault intelligence server. Each tool earns its place by covering a distinct retrieval, linking, analysis, or health-check function without unnecessary duplication.
The toolset covers the core domain well: semantic search, similar notes, backlinks, connection graphs, note content, wikilink resolution, and retrieval health. Minor gaps exist around explicit vault browsing/list-all-notes or index rebuilding, but agents can complete normal workflows without dead ends.