"Understanding Persistent Memory and Context Management" matching MCP servers:

SAE4U Memoryofficial
Knowledge & Memory File Systems
Simple4uhq
A
license
A
quality
C
maintenance
Provides persistent memory for Claude with hierarchical categorization, cross-corpus recall, session journals, and customizable persona, enabling memory continuity across sessions.
Last updated 2026-05-07
7
MIT
Memory Nexusofficial
Knowledge & Memory Autonomous Agents RAG Systems
MemoryNexus
A
license
-
quality
D
maintenance
Persistent memory and handoff intelligence layer for MCP agents. Most memory servers retrieve text — Memory Nexus compounds operational context, learning from usage and progressively synthesizing observations into higher-order intelligence across sessions and tools.
Last updated 2026-03-23
MIT
studiomeyer-memoryofficial
Knowledge & Memory Search
studiomeyer-io
A
license
-
quality
A
maintenance
AI memory server with 53 tools. Knowledge Graph, semantic search, session tracking, multi-agent support.
Last updated 2026-07-02
4
MIT
Context MCP Serverofficial
Finance Blockchain Cryptocurrency
contextwtf
A
license
-
quality
D
maintenance
Enables AI agents to browse, trade, and create prediction markets on Context Markets. Supports wallet management, order placement, and market creation through MCP tools.
Last updated 2026-03-25
14
1
MIT
Vertiso Memoryofficial
Knowledge & Memory Developer Tools
Vertiso
A
license
-
quality
C
maintenance
A portable, user-owned memory for MCP-capable agents in VS Code, enabling cross-agent recall and memory creation.
Last updated 2026-07-17
MIT
Cloudinary Asset Managementofficial
Cloud Storage Image & Video Processing
cloudinary
A
license
-
quality
B
maintenance
Enables AI assistants to manage Cloudinary media assets, including uploading, searching, transforming, and organizing images and videos through natural language.
Last updated 2026-07-16
215
MIT
@yavdaanalytics/contextofficial
AI & Machine Learning Autonomous Agents Knowledge & Memory
yavdaanalytics
F
license
-
quality
B
maintenance
A context window optimizer and session rotator MCP server for agentic workflows that prevents LLMs from running out of context by compacting chat history and rotating sessions.
Last updated 2026-07-16
Nasuni Management MCP Serverofficial
Monitoring Cloud Platforms File Systems
nasuni-labs
F
license
-
quality
D
maintenance
Enables integration between Claude AI and Nasuni environments to monitor appliance health, manage volumes and shares, and generate comprehensive infrastructure reports. Users can interact with the Nasuni Management Center through natural language to track performance metrics and summarize system notifications.
Last updated 2026-07-27
1
adl-context-collectorofficial
Knowledge & Memory RAG Systems
ammons-datalabs
F
license
-
quality
C
maintenance
MCP server providing persistent memory for LLMs via semantic search over captures, structured facts with temporal tracking, and document ingestion. Enables any MCP-compatible client to maintain a searchable knowledge base across sessions.
Last updated 2026-06-28
Oceanir Memoryofficial
Knowledge & Memory Developer Tools Coding Agents
Oceanir
F
license
-
quality
D
maintenance
Provides persistent long-term memory for AI coding agents by storing entities, relations, and observations across different sessions. It enables users to manage and query structured knowledge like coding preferences, project patterns, and technical solutions via a graph-based storage system.
Last updated 2026-02-02
1
@agentage/mcp-memoryofficial
Knowledge & Memory File Systems
agentage
A
license
A
quality
B
maintenance
Exposes local memory vaults as 6 MCP tools over stdio, enabling clients like Windsurf, Zed, and Claude Desktop to read and write memory.
Last updated 2026-07-17
6
364
1
MIT
ainative-memory-mcpofficial
Knowledge & Memory Vector Databases
AINative-Studio
A
license
A
quality
C
maintenance
Enhanced MCP knowledge graph memory server with cloud persistence and semantic search, acting as a drop-in replacement for the standard memory server.
Last updated 2026-06-12
10
20
MIT
@lex-tools/codebase-contextofficial
Code Analysis Developer Tools Documentation Access
lex-tools
A
license
A
quality
D
maintenance
A Model Context Protocol (MCP) server designed to easily dump your codebase context into Large Language Models (LLMs).
Last updated 2025-08-02
1
0
3
Apache 2.0
style-memory-mcpofficial
Knowledge & Memory
hexingyuofficial
A
license
A
quality
B
maintenance
A tiny local MCP server that learns a user's conversational style, catchphrases, dialect markers, emoji habits, tone preferences, and concrete collaboration preferences without storing private memories.
Last updated 2026-06-29
15
1
MIT
Tiger Memory MCP Serverofficial
Knowledge & Memory Databases
timescale
A
license
A
quality
D
maintenance
A simple memory system that allows LLMs to store and retrieve information via the Model Context Protocol.
Last updated 2026-07-10
4
30
Apache 2.0
Ragionex Memory MCPofficial
Knowledge & Memory RAG Systems
ragionex
A
license
-
quality
B
maintenance
Dynamic semantic memory for AI assistants that persists across sessions and clients, enabling natural language recall and project-scoped isolation.
Last updated 2026-07-13
355
1
MIT
Enigma MCP Serverofficial
Knowledge & Memory Search
Enigma-Memory
A
license
-
quality
A
maintenance
Offers MCP tools for managing a local AI memory vault, including remembering, searching, context packing, deletion, and verification of receipts.
Last updated 2026-06-30
87
Apache 2.0
hive-memoryofficial
Knowledge & Memory Search Developer Tools
hivemem-dev
A
license
-
quality
B
maintenance
MCP server for personal and shared memory with full-text search (SQLite FTS5) and outcome tracking, compatible with any MCP agent like Claude Code, Cursor, and Codex CLI.
Last updated 2026-07-27
1
MIT
M5 Petit Memoryofficial
Knowledge & Memory RAG Systems
PetitOnes
A
license
-
quality
C
maintenance
An MCP server that gives Claude-based agents persistent long-term memory with semantic search, BM25 hybrid reranking, associative recall, episode grouping, and sleep consolidation.
Last updated 2026-07-08
Apache 2.0
Model Context Shellofficial
StacklokLabs
A
license
-
quality
B
maintenance
Enables AI agents to compose MCP tool calls into Unix-style pipelines, executing complex workflows server-side and returning only the final result.
Last updated 2026-07-24
22
Apache 2.0