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1. @C @akashkobal/contextmemory io.github.akashkobal/contextmemory 1.3 · 27/100

   Persistent AI coding context memory for developers and teams. Tracks architecture decisions and restores context across AI coding sessions.

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   Communication and chat npm Local 3 a week MIT

2. @M @lakehouse/memory-mcp io.github.lakehouse-42/memory-mcp 1.3 · 27/100

   Persistent memory for AI assistants via MCP. Works with Claude Code, Cursor, Windsurf, and any MCP-compatible client.

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   Memory and context npm Local 4 a week MIT

3. FP fastino-personalization-mcp-server io.github.fastino-ai/personalization-mcp-server 1.3 · 27/100

   MCP server for Fastino Personalization API - Connect Claude to user memory and context management

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   Memory and context npm Local 13 a week ISC

4. MM mcpscraper-memory com.npmjs/mcpscraper-memory 1.3 · 27/100

   Authenticated compatibility bridge to the hosted MCP Scraper catalog

   Crashes on start

   Memory and context npm Local 388 a week MIT

5. ME memforge io.github.memforgeai/memforge 1.3 · 27/100

   The open-source memory layer for AI agents — MCP server backed by PostgreSQL + pgvector + Apache AGE

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   Memory and context npm Local 2 a week BUSL-1.1

6. OM orchestr8-mcp io.github.mrzadexinho/orchestr8 1.3 · 27/100

   Agent coordination for Claude Code — shared memory, smart routing, and learning.

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   Memory and context npm Local 2 a week MIT

7. @M @contextable/mcp io.github.contextable-me/mcp 1.3 · 27/100

   MCP server for AI-native project context management

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   Memory and context npm Local 4 a week APACHE-2.0

8. @S @engram-sdk/mcp io.github.aryza0x/engram-sdk 1.3 · 27/100

   Engram MCP server — expose Filecoin memory tools to any MCP client (Cursor, Claude Desktop)

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   Memory and context npm Local 1 a week MIT

9. @M @swarmv/mcp-server com.npmjs.swarmv/mcp-server 1.3 · 27/100

   Official MCP server for SwarmV - Plug and play global AI memory

   Crashes on start

   Memory and context npm Local 379 a week MIT

10. @D @terronex-dev/aifbin-recall io.github.terronex-dev/aifbin-recall 1.3 · 27/100

    Local-first memory server for AI agents. Query AIF-BIN semantic memory files via HTTP/MCP.

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    Memory and context npm Local 4 a week MIT

11. @M @codai/memorai-mcp io.github.codai-ecosystem/codai-project 1.3 · 27/100

    MemorAI Advanced MCP Server - CBD-Based High-Performance Vector Memory System with HTTP/SSE Support

    Not run: needs install scripts

    Memory and context npm Local 30 a week MIT

12. @J @igniter-js/agents io.github.felipebarcelospro/igniter-js-agent 1.3 · 27/100

    Type-safe AI agent framework for Igniter.js with MCP integration, custom toolsets, and memory system

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    Memory and context npm Local 6 a week MIT

13. MR mcp-ripple-thinker io.github.miadisabelle/coaia-gemini-mcp-tool-yztqsk 1.3 · 27/100

    Structural Thinking Engine: MCP server integrating Gemini CLI with authentic creative processes, structural observation protocols, and persistent memory charts based on Robert Fritz's methodology

    Started and listed its tools

    Model and agent tools npm Local 25 a week MIT

14. NM nyx-memory io.github.maxpmick/nyx-mcp 1.3 · 27/100

    Structured pentest engagement memory for the Nyx autonomous agent

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    Memory and context npm Local 3 a week MIT

15. SB sovereign-brain io.github.blankexcalibur/sovereign-brain 1.3 · 27/100

    Shared memory layer for AI coding agents. One brain, every tool. MCP-native.

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    Memory and context npm Local 1 a week MIT

16. @M @zhadyz/mnemosyne-mcp io.github.zhadyz/mnemosyne-mcp 1.3 · 27/100

    Mnemosyne MCP: FREE Local Embeddings for Knowledge Graph Memory - No API Keys Required

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    Memory and context npm Local 14 a week MIT

17. @M @cchez/memory-mcp io.github.miuid/mcps-memory-mcp 1.3 · 27/100

    AI memory MCP server with Qdrant vector storage and Ollama/OpenAI embeddings

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    Search and retrieval (RAG) npm Local 7 a week

18. @A @monora-ai/mcp io.github.dreamshot-io/monora-mcp 1.3 · 27/100

    Official read-only MCP server for Monora, the self-hosted company brain. Lets an AI agent search and read only the folders your Monora access key authorizes, served over HTTPS from your own Monora ins

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    Files and storage npm Local 7 a week

19. CM clawmemory-mcp io.github.clawmemory/clawmemory-mcp 1.3 · 27/100

    ClawMemory MCP Server - AI memory management for Trae, Claude Desktop, Cursor, Windsurf

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    Memory and context npm Local 7 a week

20. KM kytip-mcp io.github.vedatonuryilmaz/dev_kytipmcp 1.3 · 27/100

    Turnkey MCP server for note ingestion, meeting retrieval, and kytip-pm-compatible project memory orchestration.

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    Docs and knowledge bases npm Local 7 a week