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1. @C @giauphan/codeatlas-mcp io.github.giauphan/codeatlas-mcp 1.5 · 30/100

   MCP server that gives AI assistants (Gemini, Claude, Cursor, Windsurf, Copilot) deep understanding of your codebase — 10 tools + persistent memory

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   Memory and context npm Local 6 a week MIT

2. @L @g99/lightrag-mcp-server io.github.lalitsuryan/lightragmcp 1.5 · 30/100

   Model Context Protocol (MCP) server for LightRAG - 30 fully working tools with complete RAG and Knowledge Graph integration

   Started and listed its tools

   Memory and context npm Local 53 a week MIT

3. AM afterlive-mcp io.github.crawde/afterlive-mcp 1.5 · 30/100

   MCP server for AfterLive — create AI-powered digital memorials that let you chat with preserved memories of loved ones

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   Communication and chat npm Local 6 a week MIT

4. KM kratos-mcp io.github.ceorkm/kratos-mcp-hnyq4f 1.5 · 30/100

   Ultra-powerful memory system for AI coding tools — CLI-first with MCP compatibility, auto-capture hooks, AI compression, and semantic search

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   Memory and context npm Local 13 a week MIT

5. PM puo-memo-mcp io.github.coladapo/purmemo-mcp 1.5 · 30/100

   Official Model Context Protocol (MCP) server for Purmemo - Your AI-powered second brain with 94% memory retrieval accuracy

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   Memory and context Official MCP Registry · npm Local 15 a week MIT

6. SM smara-mcp io.github.nnaveenraju/smara-mcp 1.5 · 30/100

   Smara: Sovereign Universal Memory MCP — a vendor-neutral, user-sovereign memory layer for AI agents and tools

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   Memory and context npm Local 5 a week (MIT-OR-APACHE-2.0)

7. @M @vlaushkin/mempalace-ts io.github.vlaushkin/mempalace.ts 1.5 · 30/100

   Give your AI a memory — mine projects and conversations into a searchable palace. No API key required.

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   Memory and context npm Local 7 a week MIT

8. @M @iflow-mcp/vbfs-agent-memory-store io.github.vbfs/agent-memory-store 1.5 · 30/100

   Local-first MCP memory server for multi-agent systems. Hybrid search (BM25 + semantic embeddings), SQLite-backed, zero-config.

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   Memory and context npm Local 6 a week MIT

9. SM steel-memory io.github.rexlunae/steel-memory 1.5 · 30/100

   A spatial memory palace for AI agents with semantic vector search, knowledge graphs, and MCP tools

   Not checked: registry not supported yet

   Memory and context crates.io Local

10. SM semantic-memory-mcp io.github.holydrug/semantic-memory-mcp 1.5 · 30/100

    Semantic memory MCP server for Claude Code. Local knowledge graph with vector search — powered by Neo4j.

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    Memory and context npm Local 12 a week MIT

11. @M @cablate/memory-lancedb-mcp io.github.cablate/memory-lancedb-mcp 1.5 · 30/100

    MCP server for LanceDB-backed long-term memory with hybrid retrieval (Vector + BM25), cross-encoder rerank, multi-scope isolation, and memory lifecycle management

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    Search and retrieval (RAG) npm Local 7 a week MIT

12. TH thoughtmcp io.github.keyurgolani/thoughtmcp 1.5 · 30/100

    AI that thinks more like humans do - MCP server with human-like cognitive architecture for enhanced reasoning, memory, and self-monitoring

    Started and listed its tools

    Monitoring and observability npm Local 54 a week MIT

13. @M @iflow-mcp/varun29ankus-shodh-memory io.github.varun29ankus/shodh-memory-cgaa96 1.5 · 30/100

    MCP server for persistent AI memory - store and recall context across sessions

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    Memory and context npm Local 3 a week APACHE-2.0

14. @M @ekkos/mcp-server io.github.ekkos-ai/ekkos-ekkos-mcp-server 1.5 · 30/100

    ekkOS Memory MCP Server - stdio bridge to cloud memory substrate

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    Memory and context npm Local

15. CM claude-mem-copilot io.github.homerokzam/claude-mem-copilot 1.5 · 30/100

    VS Code Copilot MCP server and hooks for Claude-Mem project memory.

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    Developer tools npm Local 4 a week MIT

16. MS miyo-satori io.github.mmomm-org/miyo-satori 1.5 · 30/100

    MCP gateway server for context management and downstream tool routing

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    Memory and context npm Local 4 a week MIT

17. @M @nlobrain/mcp io.github.nlocodingua-cyber/nlobrain-mcp 1.5 · 30/100

    MCP server for NLO Brain — long-term memory for Claude Code

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    Memory and context npm Local 5 a week MIT

18. @M @j0hanz/memdb io.github.j0hanz/memdb-mcp-server 1.5 · 30/100

    A SQLite-backed MCP memory server with local workspace storage.

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    Databases npm Local 23 a week MIT

19. @C @loosilo/contextgraph-mcp io.github.loosilo/contextgraph-mcp-contextgraph 1.5 · 30/100

    MCP server for semantic code search, memory, and context management

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    Memory and context npm Local 4 a week MIT

20. @A @mnemonic-ai/core io.github.obscura-oss/mnemonic-oss-ts 1.5 · 30/100

    Importance-aware, graph-structured memory layer for AI agents

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    Memory and context npm Local 7 a week APACHE-2.0