loci-wiki is an open-source CLI tool and server for personal knowledge management. It supports aspect-tagged raw sources, concept-graph retrieval, and integrates with the Model Context Protocol (MCP) for advanced LLM workflows. Ideal for developers and researchers building custom knowledge bases.
loci-wiki sits in PulseGate's RAG, search & retrieval category. Enabling users to organize and retrieve personal knowledge using aspect-tagged sources and concept graphs. It is built as an open-source project for developers and researchers managing personal knowledge bases. loci-wiki is open source under the MIT license. It ships for the command line, and it can be self-hosted.
Behind loci-wiki is loci-knowledge, and it first shipped in 2026. Development happens publicly on GitHub with 33 commits in the last 90 days. Key capabilities include aspect tagging, concept-graph retrieval, and MCP integration. It exposes integrations via an MCP server.
Summary written by a language model from the project’s public pages.
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