ai-memory — independent software & tools
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VecMem
Manage LLM agent memory with a resource-aware dual-tier system that uses HNSW indexing to balance short-term context and long-term knowledge retention.
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tailor
TAILOR — self-hosted AI memory framework. 100% local, LLM-agnostic, MCP-native
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Do-SOUL-Alaya
The local-first memory plane for CLI coding agents. Codex and Claude Code attach via MCP; SQLite-backed, evidence-gated, no GUI. Cross-session memory that the agent proposes and a governance gate decides.
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Yggdrasil
Durable, local-first memory for AI coding agents over MCP — zero-dependency, curated & semantically de-duped, you own the data (SQLite + Markdown). Works with Claude Code, Codex & any MCP host.
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Mem-Forever
Provide persistent memory for AI agents using the I-Lang protocol to enable data recall across different sessions and models.
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agent-recall-core
Core memory palace engine for AgentRecall
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@djolex999/vir-cli
An LLM Wiki for Claude Code, in your Obsidian vault.
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gnosys
Gnosys — Persistent Memory for AI Agents. Sandbox-first runtime, central SQLite brain, federated search, Dream Mode, Web Knowledge Base, Obsidian export.
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mneme-ai
Mneme — the memory layer for your codebase. Knows the WHY, the WHAT, the WHERE-IT-BREAKS.
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@oomkapwn/enquire-mcp
MCP server giving AI agents (Claude Code, Claude Desktop, Cursor, ChatGPT, Codex, OpenClaw) persistent long-term memory backed by your local Obsidian markdown vault. Hybrid retrieval (BM25 + ML embeddings + BGE reranker, RRF-fused), HNSW + int8 quantizati
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@polarity-lab/cosmos-mcp
MCP server for the Polarity exocortex. Read and write your personal knowledge graph from any LLM client.
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vault-cortex
Set up a Vault Cortex MCP server for your Obsidian vault in one command: npx vault-cortex init
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neurostack
Index and search Markdown vaults as knowledge graphs to provide AI agents with persistent, structured long-term memory across sessions.
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mnemo
Persistent memory layer for Claude Code — Obsidian vault health, connection discovery, brain dump, session notes, email bridge. Five lightweight skills, CLI-first, any taxonomy.
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kannaka-memory
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AliceBot
Local-first AI agent memory and second-brain runtime with MCP, governed scheduler, live capture connectors, dogfood telemetry, OpenClaw, and Hermes integrations.