"Context Memory Systems and Technologies" matching MCP servers:

• Systems MCP

  lethain

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  An MCP server that allows users to run and visualize systems models using the lethain:systems library, including capabilities to run model specifications and load systems documentation into the context window.

  Last updated 2025-08-17

  2

  14

  MIT

• Systems Manager

  Knuckles-Team

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  quality

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  Enables AI agents to manage system updates, application installations, and remote host orchestration through MCP tools.

  Last updated 2026-06-13

  3

  MIT

• Markdown Memory Context MCP

  3M1RY33T

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  Enables AI agents to maintain a structured Markdown or Obsidian memory vault with tools for reading, writing, searching, and organizing notes.

  Last updated 2026-06-10

  MIT

• Context Memory Updater

  phnx

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  Enables LLM assistants to store, retrieve, and update user-specific context memory including travel preferences and general information through a chat interface. Provides analytics on tool usage patterns and token costs for continuous improvement.

  Last updated 2025-12-10

• Design Systems MCP Server

  southleft

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  Enables AI-powered access to authoritative design systems knowledge, including W3C standards, WCAG guidelines, and best practices from 188+ curated entries via semantic vector search.

  Last updated 2026-05-28

  5

  171

  MIT

• react-design-systems-mcp

  agentience

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  Provides component information, usage guidelines, and code generation for AWS Cloudscape Design System in React, with search and pattern library capabilities.

  Last updated 2025-06-10

  31

  8

  MIT

• Context

  neuledge

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  quality

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  Local-first documentation for AI agents

  Last updated 2026-06-04

  420

  276

  Apache 2.0

• Vektor Memory

  Vektor-Memory

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  Slipstream - Built by Vektor Memory - a persistent multi-layered memory architecture. 4-layer associative graph memory (MAGMA) with autonomous REM cycle, CLI, DXT-MCP Cloak Tools.

  Last updated 2026-06-11

  4

• Context Mode

  mksglu

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  license

  A

  quality

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  maintenance

  An MCP server that preserves LLM context by intercepting large data outputs and returning only concise summaries or relevant sections. It enables efficient sandboxed code execution, file processing, and documentation indexing across multiple programming languages and authenticated CLIs.

  Last updated 2026-06-15

  11

  31,911

  17,517

  Elastic 2.0

• context-mcp

  vibhasdutta

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  maintenance

  Provides persistent memory and a codebase knowledge graph for AI coding assistants, enabling shared context across multiple tools like Claude, Cursor, and ChatGPT, with significant token reduction.

  Last updated 2026-06-06

  5

  357

  MIT

• context-diamond

  RainCherb

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  B

  quality

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  maintenance

  Enables LLM agents to compress handoffs into structured, auditable context capsules, preserving goals, constraints, decisions, and risks without external API calls.

  Last updated 2026-06-07

  3

  1

  MIT

• Context Sync

  Intina47

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  maintenance

  An open-source memory layer that provides persistent project context and architectural history for AI development tools across multiple platforms and sessions. It enables AI assistants to maintain a shared understanding of codebases while integrating directly with services like Notion for documentation management.

  Last updated 2026-04-11

  39

  165

  MIT

• context-mem

  JubaKitiashvili

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  Your AI forgets everything between sessions. This fixes that — 98%+ retrieval accuracy, With llm 100% on LongMemEval, 99% token savings. 44 MCP tools. Fully local, zero cost.

  Last updated 2026-04-19

  112

  13

  MIT

• context-portal

  GreatScottyMac

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  context-portal

  Last updated 2026-01-27

  765

  Apache 2.0

• Context Fabric

  Abaddollyon

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  maintenance

  A persistent memory and context management system for AI CLI tools that utilizes a three-layer architecture and semantic search to prevent context loss between sessions. It provides time-aware orientation and smart memory routing to help AI agents maintain project knowledge and architectural decisions.

  Last updated 2026-04-29

  48

  1

  MIT

• Logica Context

  Rovemark

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  license

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  quality

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  maintenance

  An MCP server that provides persistent, cross-session memory and team knowledge sharing for AI development workflows. It enables project DNA scanning, semantic search, context budgeting, and git-aware indexing to prevent AI context loss between sessions.

  Last updated 2026-06-04

  31

  MIT

• Context Processor

  mschultheiss83

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  An MCP server for saving, managing, and enhancing context with pre-processing strategies like clarification, analysis, and search optimization.

  Last updated 2026-05-11

  5

  MIT

• Context Bridge

  ershiyidian

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  Enables repository context packing, file/symbol ranking, task-relevant selection, and applying structured patches via MCP.

  Last updated 2026-04-30

  4

  MIT

• Claude Context

  zilliztech

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  Claude Context is an MCP plugin that adds semantic code search to Claude Code and other AI coding agents, giving them deep context from your entire codebase.

  Last updated 2026-06-08

  35

  11,845

  MIT

• Context Guardian

  Ar5en1c

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  maintenance

  MCP server that cuts cloud LLM costs 36-42% by indexing context locally and giving agents precision retrieval tools instead of raw context dumps.

  Last updated 2026-04-09

  12

  7

  MIT