trailmem
Related Servers
Alternatives to trailmem
No user-submitted related servers found.
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- AlicenseNot gradedqualityDmaintenanceProvides AI agents with persistent, searchable memory using a knowledge graph stored in SQLite. Features semantic search, temporal awareness, and workflow-aware prompts for development projects.13 npmMIT
- AlicenseNot gradedqualityBmaintenanceProvides local-first persistent memory with a typed knowledge graph and bounded multi-hop retrieval via MCP, letting coding agents and local LLM systems store, search, and recall facts across sessions without hosted services or model dependencies.MIT
- AlicenseNot gradedqualityBmaintenanceProvides persistent, local-first memory with knowledge graph and hybrid search for AI coding agents, reducing token usage by storing decisions, patterns, and codebase context.55 PyPI10MIT
- AlicenseNot gradedqualityBmaintenanceLocal-first, single-file, knowledge-graph memory layer for AI agents.1MIT
- AlicenseNot gradedqualityBmaintenanceEnables AI agents and LLMs to persist facts, preferences, and observations in a local SQLite store and to build and traverse subject-predicate-object knowledge graphs across sessions. It provides fuzzy keyword search and graph queries so assistants retain context and recall prior project history without repeating prompts.1MIT
- AlicenseNot gradedqualityDmaintenanceProvides persistent knowledge graph memory for AI agents, enabling them to store, recall, and query facts about people, projects, and relationships across sessions.MIT
TDQS
Scored across 6 tools
Each tool has a clearly distinct purpose: store creates, edit updates, show retrieves full details, query searches, link manages edges, and welcome initializes sessions. No overlap in functionality.
All tools follow the consistent pattern 'trailmem_verb' (e.g., trailmem_edit, trailmem_link), using clear action verbs that directly indicate the tool's operation.
With 6 tools, the set is well-scoped for a memory management system, covering creation, retrieval, search, editing, relationship management, and session start without being overly numerous or insufficient.
Covers core CRUD, search, and edge management. Minor gap: no dedicated tool to list all memories or permanent deletion (only archiving), but the toolset is still largely complete for the domain.