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1. HD ham-dev io.github.anthropics/ham 1.3 · 27/100

   HAM — Hierarchical Agent Memory. Reduce AI agent token spend with scoped context files.

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   Memory and context npm Local 1 a week MIT

2. @E @sukep/engram io.github.kuruusuniku/engram 1.3 · 27/100

   MCP server for persistent memory - stores, searches, and associates conversation logs using hybrid search (FTS5 + vector) with A-MEM style note structuring

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   Memory and context npm Local 1 a week MIT

3. DM derek-memory-mcp io.github.dereknguyen269/derek-memory-mcp 1.3 · 27/100

   D.E.R.E.K Memory MCP Server - Share AI specs via Model Context Protocol

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   Memory and context npm Local 7 a week MIT

4. @M @indokq/memory-mcp io.github.indokq/memory-mcp 1.3 · 27/100

   MCP server for semantic memory and codebase search with LanceDB and Voyage AI embeddings

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   Search and retrieval (RAG) npm Local 6 a week MIT

5. UM universal-memory-mcp io.github.slicenferqin/universal-memory-mcp-mcp-server 1.3 · 27/100

   Super personal assistant for any AI CLI - Universal, cross-project, 100% local | 超级个人助理 - 通用、跨项目、100%本地

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   Memory and context npm Local 2 a week MIT

6. @R @aeriondyseti/resonance-airp io.github.aeriondyseti/resonance 1.3 · 27/100

   AIRP Memory Server - MCP tools for AI-assisted solo roleplaying

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   Memory and context npm Local 7 a week MIT

7. @S @forgeframe/server io.github.notaprompt/forgeframe-server 1.3 · 27/100

   MCP memory server for ForgeFrame — persistent semantic memory for any MCP client

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   Memory and context npm Local 2 a week MIT

8. GM gai-mcp-pdf2png io.github.kakkoii1337/gai-mcp-pdf2png 1.3 · 27/100

   MCP Server for converting PDF to PNG images page-by-page (memory efficient for large PDFs)

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   Office documents and spreadsheets npm Local 3 a week MIT

9. @A @calabamatex/agentsentry io.github.calabamatex/agentsentry 1.3 · 27/100

   AgentSentry v4.1.0-beta — Memory-Aware Agent Management

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   Memory and context npm Local 1 a week MIT

10. @M @iflow-mcp/markdownlm-mcp io.github.markdownlm/mcp 1.3 · 27/100

    MCP server for MarkdownLM — AI Agent Memory & Validation Layer

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    Memory and context npm Local 2 a week MIT

11. @C @ainative/cody-cli com.npmjs.ainative/cody-cli 1.3 · 27/100

    AI-powered terminal coding assistant with 21+ coding models, persistent agent memory, MCP servers, and semantic code search. Hobbyist tier starting at $5/mo.

    Not run: installs from the network

    Memory and context npm Local 418 a week SEE-LICENSE-IN

12. @G @miniaxolotl/grove io.github.miniaxolotl/grove 1.3 · 27/100

    Grove authenticated API client, setup CLI and four-tool memory MCP bridge

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    Developer tools npm Local 8 a week

13. PG project-guide-agent io.github.anthropics/project-guide-agent 1.3 · 27/100

    Context-aware, memory-driven developer assistant with Jira + Git integration, smart ticket guidance, persistent preferences, and intelligent workflow automation

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    Project management npm Local 1 a week ISC

14. @M @berwickgeek/mcp-memory-mongo io.github.berwickgeek/mcp-servers 1.3 · 27/100

    MCP server for enabling memory for Claude through a knowledge graph with MongoDB API persistence

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    Memory and context npm Local MIT

15. @F @squidcode/forever-plugin io.github.squidcode/forever-plugin 1.3 · 27/100

    MCP plugin for Forever - Claude Memory System

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    Memory and context npm Local 3 a week MIT

16. SM server-memory-enhanced io.github.andriyshevchenko/atomic-memory-mcp 1.3 · 27/100

    Persistent memory for long conversations - MCP server for knowledge graph with atomic facts, cross-chat memory sharing, and multi-agent delegation

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    Memory and context npm Local 4 a week MIT

17. @S @matthesketh/second-brain-mcp io.github.wrxck/matts-second-brain-mcp-server 1.3 · 27/100

    MCP server for matts-second-brain — exposes brain_recall / brain_remember / brain_scan_transcripts / brain_setup_check / brain_install on top of a Trilium Notes ETAPI backend.

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    Docs and knowledge bases npm Local MIT

18. VM veriova-mcp io.github.ajibadedapo/veriova 1.3 · 27/100

    MCP Server for veriova-Give Claude, Codex & Cursor persistent memory

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    Memory and context npm Local 2 a week MIT

19. @M @headvroom/mcp io.github.chrisberno/headvroom-mcp-server 1.3 · 27/100

    MCP server for Headvroom knowledge graphs - enables Claude and other AI tools to access your knowledge graphs

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    Memory and context npm Local 7 a week MIT

20. @M @iflow-mcp/supercorp-ai-memory-mcp io.github.supercorp-ai/memory-mcp 1.3 · 27/100

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    Memory and context npm Local ISC