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maintenanceGives AI agents persistent memory with bi-temporal tracking, automatically extracting entities from natural language and enabling time-travel queries to understand facts as they existed at any point in history.
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"Temporal" matching MCP servers:
- AlicenseAqualityAmaintenanceLocal-first memory for Claude Code and any MCP client: hybrid vector + keyword search and a bi-temporal knowledge graph in one SQLite file. Local embeddings, no API key, $0/token.512341PolyForm Noncommercial 1.0.0
- AlicenseAqualityDmaintenanceEnables AI agents to store, retrieve, and connect information in a Neo4j graph database as persistent memory, with semantic relationships, natural language search, and temporal tracking across conversations.91971MIT
Unforget MCP Serverofficial
Alicense-qualityCmaintenanceLong-term memory for Claude Code, Cursor, and MCP clients with zero-config embedded PostgreSQL. Stores and retrieves facts, preferences, and decisions using 4-channel semantic, BM25, entity, and temporal search with cross-encoder reranking.1Apache 2.0
Mnemo MCPofficial
Alicense-qualityBmaintenancePersistent AI memory server with hybrid search and embedded sync. Enables AI agents to store, retrieve, and manage information across sessions with temporal knowledge graph support.MIT- Alicense-qualityBmaintenancePersistent memory system for AI agents that records episodic memories with care-weighting and emotional valence, and provides full-text search with temporal chaining and automatic consolidation.MIT
- Alicense-qualityDmaintenancePortable, provider-agnostic memory for AI agents using Azure Data Explorer (Kusto) with temporal and semantic scoring.1MIT
- Alicense-qualityAmaintenanceOpen-source AI memory layer for LLM agents. Importance scoring, temporal decay, hierarchical memory (facts, summaries, themes), YMYL prioritization, and active retrieval with contradiction detection. Supports OpenAI, Anthropic, Ollama. Local-first with SQLite + FAISS.48Apache 2.0
- Alicense-qualityAmaintenancePersistent shared memory for AI agents. Hybrid search (pgvector + tsvector), knowledge graph, cognitive scoring, and 16-language temporal extraction. 97.2% Recall@10 on LongMemEval with one PostgreSQL query. Works across Claude Code, Cursor, Codex, OpenClaw, and any MCP client.112MIT
- Alicense-qualityAmaintenanceAn MCP server that gives AI agents durable, temporal memory over local markdown vaults, with tools for searching, asserting facts, querying point-in-time state, and reinforcing useful knowledge.8,181MIT
- Alicense-qualityAmaintenanceA temporal knowledge graph system that enables users to record and query architectural decisions, implementation patterns, and project failures. It integrates with Claude to provide hybrid search, timeline tracking, and automated knowledge gap detection using graph analysis.3MIT
- Alicense-qualityAmaintenancePersistent AI memory MCP server with 4-channel retrieval (semantic, BM25, entity graph, temporal). 74.8% on LoCoMo benchmark with zero cloud dependency. Works with Claude, Cursor, VS Code Copilot, and 17+ AI tools. EU AI Act compliant. MIT license.1,403212AGPL 3.0
- Alicense-qualityAmaintenanceProvides 11 MCP tools for deterministic, local semantic search over your documents, including indexing, retrieval, exact-match facets, temporal truth, semantic diff, and agent-first JSON output. Enables LLMs and agents to search, retrieve, and analyze documents without cloud dependencies or per-query costs.Apache 2.0
- Alicense-qualityCmaintenanceA local MCP memory server giving LLMs a persistent, auditable memory fabric with temporal awareness, relationship tracking, and contradiction detection.MIT
- Alicense-qualityAmaintenanceA local, offline memory server for AI agents that stores and retrieves memories without LLM calls, enabling persistent cross-session memory with bi-temporal querying and auditable records.2Apache 2.0
- Alicense-qualityFmaintenanceMnemozine is a self-hosted unified conversational memory layer that ingests conversations from AI tools, distills them into a temporal knowledge graph, and serves that memory to agents via a single MCP server.MIT
- Alicense-qualityDmaintenanceSelf-hosted service providing unified memory search and write operations across file-based memory, vector embeddings, and the Graphiti temporal knowledge graph, accessible via HTTP API or MCP stdio transport.3MIT
- Alicense-qualityCmaintenanceDurable memory MCP server for AI agents. Temporal knowledge graph with hybrid semantic + keyword retrieval, LLM-powered fact extraction, conflict detection, and consolidation. Backed by SQLite or PostgreSQL. 11 MCP tools, 6 LLM provider backends. Part of JamJet.Apache 2.0
- Alicense-qualityAmaintenanceLocal, private memory layer for notes and files with temporal reasoning and citation. Enables agents to query and persist memories via the Model Context Protocol.72MIT
- Alicense-qualityDmaintenanceGives AI persistent personal memory with hybrid search, temporal decay, and knowledge graph. Works with Claude and any MCP client.277MIT