MCP servers for long-term memory and vector search: store notes, embeddings and facts so an AI assistant remembers across sessions. 799 servers in dieser Kategorie.
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Provides AI agents with a Neo4j-backed knowledge graph memory featuring hybrid keyword, semantic, and fuzzy search capabilities.
$claude mcp add reverie -- npx -y @knowall-ai/reverieStores and searches an agent's entities and relationships in a Neo4j knowledge graph with hybrid keyword, semantic, and fuzzy matching.
$claude mcp add mcp-reverie -- npx -y @knowall-ai/reverie
Lets an AI agent store, recall, and calibrate persistent memories, search indexed documents, and report outcomes.
$claude mcp add mcp -- npx -y memcell
Gives AI coding tools one local SQLite memory and rules store shared over MCP, REST and CLI, and syncs rules into CLAUDE.md and AGENTS.md.
$claude mcp add aletheia-mem -- npx -y aletheia-mem
Organizes thoughts into a persistent knowledge graph using cognitive districts and BM25 semantic ranking for neurodivergent thinking patterns.
$claude mcp add neurodivergent-memory -- npx -y neurodivergent-memory
Lets AI agents save, inspect, correct and forget memories across sessions, keeping a Source Receipt for each one.
$claude mcp add --transport http cairn-memory https://cairn.ink/api/mcp
Provides persistent, governed long-term memory and session continuity for AI agents across different tools and sessions.
$claude mcp add memory-os-cli -- npx -y @xmemo/client
Provides persistent, local-first memory for AI coding agents using hybrid keyword and semantic retrieval to maintain context across sessions.
$claude mcp add awareness-market -- npx -y @awareness.market/local
Provides local long-term memory for AI coding agents using a SQLite database to store preferences, lessons, and user habits.
$claude mcp add th-memory-mcp -- npx -y th-memory-mcp
Provides an agent-agnostic memory backend that preserves continuity between humans and AI using streamable HTTP transport.
$claude mcp add marsnme -- npx -y @marsnme/mcp-gateway
Provides persistent semantic memory for AI agents with automatic context management and write-back capabilities to Slack, Gmail, and GitHub.
$claude mcp add ainative-zerodb-memory-mcp -- npx -y ainative-zerodb-memory-mcp
Provides a self-hosted, fragment-based long-term memory system for AI agents using PostgreSQL and Redis.
$claude mcp add weasley-deepmind -- npx -y weasley-deepmind
Captures coding decisions, bugfixes, and session context automatically, then lets Claude Code search and recall them across sessions.
Provides a persistent knowledge graph and long-term memory for AI agents with bitemporal history and provenance.
$claude mcp add knowmind -- npx -y knowmind
Provides persistent memory and a typed knowledge graph for AI agents with bitemporal history and provenance.
$claude mcp add knowmind -- npx -y knowmind
Lets AI agents store, search, and share typed memories across systems and machines through a self-hosted Postgres and pgvector backend.
Enables AI agents to share a persistent memory system using GitHub issues and actions without a dedicated database.
Provides persistent, scored memory for AI agents by allowing Claude and other clients to read, write, and manage a shared brain.
$claude mcp add --transport http brain https://mcp.brainmemory.ai/mcp
Provides persistent, layered shared memory for AI agents and bot teams using a verified, non-deletable document control system.
$claude mcp add emet -- npx -y @dreamforgestudiollc/emet
Provides a shared Graph-RAG memory system for AI agents using a markdown vault with wikilink recall, task management, and messaging.
$claude mcp add mind-mri-agent-second-brain -- npx -y mind-mri-second-brain