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MCP servers tagged semantic-memory
31 live MCP servers tagged "semantic-memory", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with semantic-memory.
Yantrikdb Server
Cognitive memory database for AI agents — consolidates duplicates, detects contradictions, fades stale memories via temporal decay. Rust, AGPL, ships as library / MCP server / HTT…
Mnemory
A self-hosted, secure, feature-rich memory system for AI agents and assistants. Provides intelligent fact extraction and deduplication, with an artifact store for detailed content.
Atomicmemory
Portable semantic memory for AI agents: core engine, TypeScript SDK, framework adapters, MCP server, CLI, and host plugins.
Zer0dex
A local dual-layer memory pattern for AI agents: a compact, human-readable markdown index paired with semantic retrieval from a local vector store, queried before each message. Fo…
Zeph
A memory-first AI agent that remembers why decisions were made — not just the last message. Runs local (Ollama), cloud (Claude · OpenAI · Gemini), or decentralized TEE. Graph memo…
Mayros
Production-ready AI agent framework — semantic memory, multi-agent mesh, MCP server, intelligent routing, governance, and 67+ platform integrations.
Cerebellum
Agent-readable second brain using PostgreSQL + pgvector for semantic search and memory storage.
Yantrikdb
Cognitive memory engine for AI agents — temporal decay, contradiction detection, autonomous consolidation, knowledge graph, ANN recall via HNSW. Embeddable Rust library with Pytho…
Cockpit Agent
面向智能座舱的云边协同 AI Agent：端侧毫秒级车控，云端声明式 Multi-Agent 与 Skill/DAG 编排，支持 S2S 实时语音、声纹多用户、视觉与 HMI；LLM 只负责理解与规划，VAL 负责确定性安全执行。
Semantic Memory MCP
SQLite-backed semantic memory and coordination MCP server for multi-agent systems.
Tiding
Tiding (formerly engram) — durable shared semantic memory + inter-agent messaging for AI agents. FastAPI + pgvector, hybrid semantic/trigram search, durable inbox with presence —…
Agentic Memory
6-layer persistent memory (sensory, working, episodic, semantic, long-term, procedural) with non-destructive belief revision and injection-safe context synthesis — an MCP server f…
GrayMatterEnvironment
The Gray Matter suite, developed as one tree: Neuron (persistent semantic memory), NeuRAG (hierarchical knowledge base) and Gray Matter (the MCP gateway that runs them as managed…
Mister Wolf
Mr. Wolf — local-first project memory layer for AI coding agents. I solve problems.
The Collective
multi-agent AI framework for VScode copilot with semantic memory and gemini-CLI baked in
Ruflo Hub
Docker container for centralized Ruflo MCP server with PostgreSQL (RuVector). Architecture: Ruflo (stdio) → Express proxy (Streamable HTTP /mcp).
jagoff/memo
machine git sync.
Engram Mem
Persistent memory for AI agents. Dual-memory system (episodic vector + semantic graph) with CLI, HTTP, MCP & WebSocket interfaces.
SmartMemory
Persistent semantic memory for Claude Code — decisions, solutions, and context survive across sessions. FTS5 + vector hybrid search, auto-capture hooks, cross-agent export.
Kalairos
Durable, private, time-aware memory engine for long-running AI agents
Kernl
128-tool MCP server for session persistence, semantic memory, cross-project learning, adversarial testing, and crash recovery. (Companion repo — architecture and interface only. S…
Mememory
Persistent semantic memory for AI agents. MCP server with PostgreSQL + pgvector. All data stays local.
Memsem
🧠 Semantic memory for AI agents — auto-writes durable facts, prioritizes, handles contradictions, semantic search. One command, works everywhere, 100% local.
Kaoru Agent
Desktop AI companion with Live2D avatar, autonomous coding agent (AgentLoop), semantic memory, and a deterministic proactivity engine — real process sandboxing (bwrap), permission…
Aingle
The verifiable memory cortex for AI agents: a semantic graph and vector search with zero-knowledge provenance.
LevitasMCP
A high-performance Model Context Protocol (MCP) server written in Rust that extends AI models into autonomous coding agents with semantic memory, built-in Git tools, and codebase…
Hybrid Rag AI Assistant
Provide answers from personal documents using RAG with FAISS, Wikipedia integration, and LLM fallback in a simple Streamlit interface.
Persistent Agent Memory
MCP server for persistent agent memory across sessions — semantic search, typed memories, session handoffs, directory indexing
FilippoPilo/cortex-connector
in, plus a local stdio bridge in `server/`.
Aira
Adaptive Reasoning & Intent Architecture (ARIA) — A smart intelligence layer that builds a persistent semantic model of you to calibrate every AI interaction.
Qwenpaw Openviking
QwenPaw plugin wiring agents to OpenViking long-term semantic memory: upstream's Node.js MCP proxy ported to native Python — 7 tools, 5 skills, no Node runtime, no third-party dep…