mdsearch-cli is a command-line tool and MCP server that enables semantic search over markdown files, particularly Obsidian vaults. It uses embeddings and FAISS for vector-based retrieval, allowing users to query their notes using natural language. Designed for local-first usage, it helps developers and knowledge workers quickly locate information in personal wikis or note repositories.
In the Developer Tools space, mdsearch-cli takes a focused approach. It focuses on finding relevant information across a large collection of markdown notes without manual keyword searching. mdsearch-cli is an open-source project aimed at developers. mdsearch-cli is open source under the MIT license. It runs on the command line, and it can be self-hosted.
It is developed by Nakshh, and it first shipped in 2026. The project is developed in the open on GitHub with 16 commits in the last 90 days. Among its 5 catalogued features are Semantic Search, Vector Search, and Obsidian Vault. It exposes integrations via an MCP server.
Summary written by a language model from the project’s public pages.
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