brain
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Alternatives to brain
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Related Servers
- AlicenseNot gradedqualityDmaintenanceMCP server providing persistent, local-first memory for AI agents via Markdown files in a git repo, with search, branching, and auditability.11 npm2MIT
- AlicenseNot gradedqualityCmaintenanceMCP server that provides agentic memory management for markdown vaults, enabling hybrid search, governed writing, and maintenance of episodic, semantic, procedural, and working memories for LLM agents.MIT
- 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
- 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
- AlicenseAqualityBmaintenanceAudit-grade, git-versioned memory for AI coding agents that enables saving, searching, editing, and rolling back facts through markdown files served via MCP.3959 PyPI46MIT
- AlicenseAqualityBmaintenanceMCP server for persistent, cross-session, local-first memory for AI agents, storing memories as Markdown files with SQLite indexing for hybrid search.24Apache 2.0
TDQS
Scored across 3 tools
Each tool has a clearly distinct purpose: get_episode retrieves full content for a recall hit, recall searches across memories and episodes, and remember stores new facts. There is no overlap or ambiguity.
The naming pattern is mostly verb_noun (get_episode, remember) with recall as a single verb. This minor inconsistency does not hinder understanding, but a more uniform pattern would improve predictability.
Three tools is a small but reasonable set for a memory recall and persistence system. Each tool provides a core function (search, fetch detail, store) without unnecessary complexity.
The set covers search, retrieval, and creation of memories, but lacks update or delete operations. This may force agents to work around missing lifecycle management, but the core workflows are supported.