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1. AC afterlive-chat-mcp io.github.crawde/afterlive-chat-mcp 1.5 · 30/100

   MCP server for chatting with AfterLive memorial personas — AI-powered conversations grounded in real memories, stories, and personality of loved ones who have passed

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   Communication and chat npm Local 5 a week MIT

2. AG agentbucket io.github.bucket0-com/agentbucket 1.5 · 30/100

   MCP server for Bucket0 AgentBucket — give your AI agent a persistent, encrypted file system it can save to and recall by meaning.

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   Files and storage npm Local 5 a week MIT

3. AG agoya io.github.jonusnattapong/agoya 1.5 · 30/100

   File-backed Memory MCP Server for multi-agent coordination

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   Files and storage npm Local 5 a week MIT

4. DY dynmcp io.github.brandonburrus/dynamic-discovery-mcp 1.5 · 30/100

   Dynamic MCP context management tool for AI MCP-enabled agents and clients.

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   Memory and context npm Local 5 a week MIT

5. FM fluentui-mcp io.github.blendsdk/fluentui-mcp 1.5 · 30/100

   MCP (Model Context Protocol) server providing AI assistants with intelligent, context-efficient access to Microsoft FluentUI documentation. Supports multiple FluentUI versions (v8, v9, v10+) with in-m

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   Docs and knowledge bases npm Local 5 a week MIT

6. FM fractal-memory io.github.emanuelediluzio/fractal 1.5 · 30/100

   Hierarchical-graph long-term memory for AI agents: variable-depth abstraction tree, cross-topic recall, temporal knowledge graph. Ships an MCP server, an HTTP service, and a LangGraph BaseStore.

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   Memory and context npm Local 5 a week MIT

7. HO hoppr io.github.fergana-labs/hoppr 1.5 · 30/100

   Turn any folder into queryable, structured context with hybrid search, a linked wiki, tables, and an optional knowledge graph.

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   Files and storage npm Local 5 a week MIT

8. KM kiro-mem io.github.gongtengxy/kiro-mem 1.5 · 30/100

   Persistent cross-session memory system for Kiro CLI. Captures every turn, compresses via Kiro CLI ACP, and injects a compact memory index into later sessions.

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   Memory and context npm Local 5 a week MIT

9. LM lodis-mcp io.github.sunrise-labs-dot-ai/lodis-mcp-server-73bjqp 1.5 · 30/100

   Universal AI memory layer — MCP server with persistent, cross-tool memory for Claude Code, Cursor, Windsurf, and more

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   Memory and context npm Local 5 a week MIT

10. MC mcp-council-server io.github.riflxz/mcp-council-server 1.5 · 30/100

    Council MCP Server — AI reasoning scaffolding with memory, state, and persona-based phase orchestration for complex problem-solving via MCP protocol

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    Model and agent tools npm Local 5 a week MIT

11. MS mcp-server-zep-cloud io.github.jaysack/zep-mcp 1.5 · 30/100

    MCP server for Zep Cloud — long-term memory for AI agents

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    Memory and context npm Local 16 a week MIT

12. MS memory-spaces io.github.melon-husk/memory-spaces 1.5 · 30/100

    A unified, space-separated memory MCP server for desktop LLM apps

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    Memory and context npm Local 5 a week MIT

13. ME memotrust io.github.idanref/memotrust 1.5 · 30/100

    Verified memory for AI agents — agents propose, evidence verifies, recall returns only earned trust.

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    Memory and context npm Local 5 a week MIT

14. NM neurogram-mcp io.github.sidmanale643/neurogram 1.5 · 30/100

    Brain-inspired semantic memory system and MCP server

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    Memory and context npm Local 5 a week MIT

15. NO nocetta io.github.asymptopialtd/nocetta 1.5 · 30/100

    Anchored, bitemporal, DAG memory system for coding agents.

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    Coding agent tools npm Local 5 a week MIT

16. OP openself io.github.open-self/open-self 1.5 · 30/100

    Private, persistent personal context and memory for every AI you use.

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    Memory and context npm Local 5 a week MIT

17. SM smartware io.github.technodotventures/smartware 1.5 · 30/100

    An open, user-owned memory protocol for every app and agent, with provenance, bitemporal truth, policy-first retrieval, and safe fallback.

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    Memory and context npm Local 5 a week APACHE-2.0

18. SB system-brain-mcp io.github.qebellavita/system-brain-mcp 1.5 · 30/100

    MCP server that gives your coding agent a queryable, honest view of your own system — where code actually deploys, what's fabricated, what's open, whether the feedback loop closes, and what the eviden

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    Memory and context npm Local 5 a week MIT

19. TM tech-memory-mcp io.github.myx0423/tech-memory-mcp 1.5 · 30/100

    中文优先的 AI Agent 技术知识记忆 MCP Server

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    Memory and context npm Local 5 a week MIT

20. ZM zilliz-mcp-server io.github.alphe-ai/zilliz-mcp-server 1.5 · 30/100

    Universal memory layer MCP server for Zilliz Cloud - enables continuous conversations across all LLMs and agents

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    Search and retrieval (RAG) npm · PyPI Local 13 a week MIT