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- AlicenseNot gradedqualityCmaintenanceEnables any MCP-capable AI client to search and write a local-first personal memory store backed by one SQLite file, fusing FTS5 keyword and locally computed vector search over records and git-tracked markdown knowledge pages. An optional authenticated HTTP mode shares the same memory across agents and devices without any cloud dependency.MIT
- AlicenseNot gradedqualityCmaintenanceEnables AI agents to persist, search, and evolve knowledge through a Markdown vault with a typed knowledge graph and MCP interface.15Apache 2.0
- AlicenseNot gradedqualityDmaintenanceProvides a file-first personal memory layer for AI agents, enabling them to store and retrieve memories as markdown files with an SQLite index. The MCP server offers read-only search by default, with optional write tools for manual memory addition and conflict resolution.6 npmMIT
- AlicenseAqualityBmaintenanceProvides a hybrid memory architecture with a thin SQLite index and Markdown cold storage, enabling AI agents to write, query, link, and rebuild long-term memories via MCP tools, model-agnostic and zero third-party dependencies.74MIT
- AlicenseNot gradedqualityBmaintenanceMCP server for structured markdown knowledge vaults that provides validation, FTS5 search, and wikilink cross-references. Enables AI agents to prime context and search across vaults using two MCP tools and template resources.8MIT
- AlicenseAqualityCmaintenanceMCP server for managing a local, domain-agnostic knowledge base using Markdown notes with frontmatter. Enables AI agents to capture, read, search, link, and maintain notes with atomic writes and privacy controls.13MIT
TDQS
Scored across 7 tools
Each tool targets a distinct artifact and operation: search for content discovery, list_pages for catalog browsing, neighbors for link graph, read_page/read_note/read_source for typed reading, and propose_note for writing. Descriptions explicitly cross-reference when to use alternatives, leaving no real ambiguity.
Five of seven tools follow a clear verb_noun pattern (read_page, read_note, list_pages, read_source, propose_note). The bare verb 'search' and noun 'neighbors' deviate from the pattern, though both remain readable and intuitive.
Seven tools is well-scoped for a knowledge-base MCP with retrieval, navigation, and note proposal. Each tool earns its place without redundancy.
Core retrieval and note-proposal workflows are covered, including typed reads for pages, notes, and sources, plus search and graph navigation. However, the write path is limited to proposing/appending notes; there is no tool to list all notes/sources, delete notes, or directly edit/delete wiki pages, leaving some lifecycle gaps.