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1. HM hystersis-mcp io.github.himan-d/hystersis-mcp 1.6 · 31/100

   Model Context Protocol (MCP) Server for the Hystersis persistent memory engine

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   Memory and context npm Local 7 a week MIT

2. KL kiro-learn io.github.brendangeck/kiro-learn 1.6 · 31/100

   Continuous learning for Kiro agent sessions on AWS. Passive tool-use capture, LLM extraction, and synchronous context injection — inspired by claude-mem, aligned with Bedrock AgentCore Memory.

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   Cloud platforms npm Local 7 a week APACHE-2.0

3. LE learned-experience io.github.fitz2882/learned-experience 1.6 · 31/100

   Model-agnostic MCP server that gives any AI agent a persistent, self-improving catalogue of solved problems. Recall past fixes, record new ones, never learn the same thing twice.

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   Memory and context npm Local 7 a week MIT

4. MD mcp-deep-research-server io.github.secret4422/mcp-deep-research-server 1.6 · 31/100

   Non-generic Deep Research MCP Server - search, scrape, synthesize, fact-check, persistent memory. No API keys needed.

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   Science and research npm Local 7 a week MIT

5. ME memkin io.github.andrelyl/memkin 1.6 · 31/100

   Local-first personal memory system — extracts signals from Feishu/Lark chats and AI-agent sessions into a private knowledge graph, served to any agent via MCP

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   Communication and chat npm Local 7 a week APACHE-2.0

6. MM mirror-memory-mcp io.github.kestrel-devagent/mirror-memory-mcp 1.6 · 31/100

   Mirror Memory MCP — shared agent memory for Cursor, Claude Desktop, and local Devin

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   Memory and context npm Local 7 a week MIT

7. MU mutoncli io.github.manojbajaj95/muton 1.6 · 31/100

   Shared hive memory for coding agents — durable Cards with silent session reflection

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   Coding agent tools npm Local 7 a week MIT

8. NA nautli io.github.nautli/nautli 1.6 · 31/100

   One local brain for all your AI agents. Facts in, contradictions resolved, junk forgotten. While you sleep.

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   Memory and context npm Local 7 a week MIT

9. OM oracle-memory io.github.jonusnattapong/oracle-memory 1.6 · 31/100

   File-backed Memory MCP Server for multi-agent coordination

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   Memory and context npm Local 7 a week MIT

10. PA packmind io.github.mchl-schrdng/packmind 1.6 · 31/100

    A second brain for Claude Code: project memory, estimated token & cost activity, semantic recall, and active guardrails.

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    Memory and context npm Local 7 a week APACHE-2.0

11. RV recall-vault io.github.arajenk/recall 1.6 · 31/100

    Turns AI conversations into organized local markdown memory

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    Memory and context npm Local 7 a week MIT

12. WA walrus-agent-stack-mcp io.github.wayneal/walrus-agent-stack 1.6 · 31/100

    Walrus-backed shared memory + encrypted channels for any MCP agent

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    Memory and context npm Local 7 a week APACHE-2.0

13. WA wiki-agent io.github.joseecorrea/wiki-agent 1.6 · 31/100

    Persistent memory wiki for LLM agents — sub-agent orchestration, auto-learning, and BM25 search

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    Model and agent tools npm Local 7 a week MIT

14. CO codeorbit io.github.e-savca/codeorbit 1.5 · 31/100

    Persistent incremental knowledge graph for token-efficient, context-aware code reviews with Claude Code

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    Developer tools npm Local 18 a week ELV2

15. @M @knowledgine/mcp-memory-protocol io.github.3062-in-zamud/knowledgine-mcp-memory-protocol 1.5 · 31/100

    MCP Memory Protocol — specification, types, and conformance test kit for long-term memory providers (Mem0, Zep, knowledgine, …)

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    Memory and context npm Local 8 a week MIT

16. @M @diazstg/memory-bank-mcp io.github.diaz3618/memory-bank-mcp 1.5 · 31/100

    MCP Server for managing Memory Bank with remote server support

    Started and listed its tools

    Memory and context npm Local 26 a week MIT

17. MM mindkeg-mcp io.github.carloluisito/mindkeg-mcp-efk0rm 1.5 · 31/100

    A persistent memory MCP server for AI coding agents — stores, searches, and retrieves atomic learnings per repository.

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    Coding agent tools npm Local 11 a week MIT

18. NM nMEMORY io.github.menot-you/n-memory 1.5 · 31/100

    Memory your agent can trust — every answer carries its source; when it doesn't know, it says so.

    Not checked: registry not supported yet

    Memory and context Official MCP Registry · crates.io Local

19. BA brain-agent-skill io.github.neha-nupoor/personal-agent-skill 1.5 · 31/100

    Agent-generic Brain skill and local MCP onboarding adapter

    Starts, but breaks the protocol

    Memory and context npm Local 71 a week

20. NO nousdb io.github.vlados/nous 1.5 · 31/100

    Per-project knowledge brain with auto-learning from AI conversations. MCP server + SQLite + vector search.

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    Databases npm Local 13 a week MIT