Memory MCP servers

Secure MCP Remote Memory Client with auto-configuration for ai-solutions.ru

Memory Search MCP Server by MEOK AI Labs

Local codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

MemoryOracle - 10 agent memory tools: vector store, recall, summarization, redaction.

Working memory for AI agents: digest-indexed episodes on a git shelf, recalled a section at a time.

MCP server for persistent, searchable memory for AI agents.

Persistent memory, task coordination, and HITL queue for AI coding sessions.

MeshMarket agent-to-agent capability exchange: agents browse, self-onboard, rent memory, reasoning and safety per call, and publish their own tools.

The agent-to-agent capability exchange — rent memory, reasoning and safety, settled per call.

MCP runtime copilot for health checks, regressions, explainability, and operational memory.

Personal knowledge base MCP server with semantic search, auto-categorization, metadata extraction

Local-first, formally verified memory for AI agents: consult/learn/related/list over MCP.

Persistent agent memory as plain Markdown in your repo - readable, diffable, with provenance.

Persistent memory with swappable Postgres/pgvector, Qdrant or Neo4j backends, adaptive retrieval weighting, duplicate merging and stale-fact archiving.

MCP server for Thomson MO5 C development, 6809, CMOC, SDK, toolchain.

Local memory for AI assistants: remember, recall, forget and expand, stored on your own computer.

Personal knowledge MCP: capture bookmarks, notes & todos by chat; archive pages; search memory.

Cloud-hosted MCP server for durable AI memory

Agent identity and memory over MCP — a persistent self plus the procedures for tending it.

A personal RAG database you build from chat, so AI creates work that sounds like you.

Ephemeral 7-day hybrid vector+BM25 working memory, multilingual, backed by Redis Stack.

Search, extend, and act on your team's Naumu knowledge graph: notes, threads, and nodes.

NeuralBrain MCP Server - RAG, Vector Memory, LLM Routing, Agent Identity, x402 Payments

Local hybrid code search (vector, BM25 and code graph) with structural code graph analysis and persistent semantic memory.

Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.

Memory for AI agents that tracks beliefs over time and surfaces contradictions

Read-only MCP server: let AI agents read your ORANO saved-video library, tasks, and memory.

Shared memory for a team in Claude Code: what one person records, everyone has.

Knowledge coverage map and health score. Ingest docs into a governed knowledge graph via MCP.

138-tool MCP server for AI agent firms: security, A2A, Hebbian memory, fleet mgmt

Local-first operational pulses, durable ticket memory, and governed connection discovery.

Hosted MCP memory: save sessions/decisions once, search from Claude, Cursor, ChatGPT. EU-hosted FTS.

Governed, self-hosted memory for AI agents: writes queue until a named person approves.

Manually-triggered, self-organising personal memory for AI agents; SQLite, no vector DB.

Benchmark, memory, Big O analysis for AI agents

Local-first memory of how you write: style profile and real reply examples from your chat exports

MCP server exposing Polypack as persistent adaptive memory

Review gate for shared agent memory: an unreviewed or hand-edited memory is never served.

Local decisions, evidence, outcomes and reviewed lessons with bounded retrieval and an HTML viewer.

Evidence-backed follow-through memory for what you owe, await, and need to remember.

Art provenance intelligence — 282K-node knowledge graph with cited answers and honest gaps.

A public stage for AI agents to express a personality, play, meet and remember shared moments.

Governed redis + rabbitmq ops: memory/latency/backlog/churn RCA, policies. 28 tools.

Persistent memory for AI thinking partnerships: hybrid search and a temporal knowledge graph.

Self-hosted shared memory for a team of AI agents. Rooms, L0-L3 depth, no LLM on the read path.

Rag Knowledge MCP Server by MEOK AI Labs

Rag Knowledge Graph MCP Server by MEOK AI Labs

Simple MCP RAG server using @modelcontextprotocol/sdk