celiums-memory
Related Servers
Alternatives to celiums-memory
- AlicenseCqualityFmaintenanceThis project is based on the Knowledge Graph Memory Server from the MCP servers repository and retains its core functionality.44354MIT
- AlicenseAqualityAmaintenancePersistent memory with knowledge graph visualization, semantic/hybrid search, importance scoring, and cloud sync (S3/R2) for cross-session context management.44744MIT
- AlicenseAqualityDmaintenancePersistent memory for AI agents. Store, recall, and share knowledge across sessions with five MCP tools: remember, recall, context, forget, and share. Includes semantic search and agent/user/org scoping.53Apache 2.0
- AlicenseAqualityAmaintenancePersistent memory MCP server for AI coding agents (Claude Code, Codex, Gemini CLI). Hybrid retrieval (vector + BM25), cross-encoder reranking, knowledge graph, session checkpoint/resume, and multi-scope isolation. Local-first with LanceDB.309 npm15MIT
Related Servers
- AlicenseBqualityDmaintenanceProvides AI with persistent memory management including short-term memory (FIFO queue), long-term memory (graph-based storage with associations), and thought process management with multiple cognitive modes for continuous learning and reasoning.244 npm3MIT
- AlicenseNot gradedqualityBmaintenanceProvides persistent long-term memory, knowledge base, and audit trail for AI agents, with intelligent recall, salience tracking, and CJK-aware context management.3MIT
- AlicenseNot gradedqualityAmaintenanceEnables AI agents to capture, classify, synthesize, and retrieve persistent shared knowledge from sources such as Obsidian, code, transcripts, bookmarks, and sessions. It provides token-efficient search, context briefings, and tiered memory through MCP and REST APIs.14 npmMIT
- FlicenseNot gradedqualityDmaintenanceProvides AI agents with persistent, searchable memory that survives across conversations using semantic search, temporal versioning, and smart organization. Enables long-term context retention and cross-session continuity for AI assistants.14-
- AlicenseNot gradedqualityDmaintenanceEnables AI agents to store, retrieve, and manage contextual knowledge across sessions using semantic search with PostgreSQL and vector embeddings. Supports memory relationships, clustering, multi-agent isolation, and intelligent caching for persistent conversational context.8 npm50MIT
- AlicenseAqualityDmaintenanceEnables AI agents with persistent semantic memory, including semantic recall, knowledge graphs, and instant domain expertise via pre-built Intelligence Packs.1011 npmMIT
TDQS
Scored across 26 tools
The tools are mostly distinct by domain (memory, journal, writing, research), but there is notable overlap between forage, sense, and research_search — all perform knowledge-base search with slightly different framing. Similarly, absorb and research_synthesize both retrieve and synthesize knowledge, and journal_recall vs recall could confuse an agent about which memory store to query.
Naming is mixed: some tools follow verb_noun (journal_write, research_search, write_scene_create), but others use bare verbs (forage, absorb, sense, remember, recall) and one uses a noun_verb pattern (map_network). The write_* and research_* prefixes are consistent within their groups, but the overall set lacks a unified convention.
26 tools is on the heavy side, but the server covers four distinct subdomains (memory, journal, writing, research), so each tool has a plausible role. The count feels borderline — a few tools could be consolidated (e.g., forage/sense/research_search) without losing capability.
The writing and research subdomains have solid lifecycle coverage: create/get/update/export for writing, and create/search/synthesize/export/continue for research. The memory and journal subdomains cover write/read well. Minor gaps: no tool to delete or update memories, no journal entry deletion, and no research project update/delete, but agents can work around these.