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Memorykit MCP server

by rapozoantonio·io.github.rapozoantonio/memorykit·v1.4.2·4 stars
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Cognitive memory for AI coding assistants — persistent memory across sessions

A92/100grade A
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Safety scan
A92/100

full report

Adoption
Growing

4 stars31 downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

Memorykit tools (9, 2 write)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • consolidate

    Trigger memory maintenance (prune, promote, compact)

  • forget_memorywrite action

    Remove a memory entry

  • get_context

    Get formatted memory context for conversation

  • initialize_memory

    Initialize MemoryKit memory storage for this project. Run once before using other memory tools if they return initialization errors.

  • list_memories

    Browse memory structure and statistics. Use include_content:true to see entry content. Use tags to filter by tag.

  • retrieve_context

    Get relevant memory context for a query with intelligent routing.

  • search_memory

    Search conversation memory by semantic similarity

  • store_memory

    Store a new message in conversation memory

  • update_memorywrite action

    Modify an existing memory entry

Public scan report

scanner v0.1.9 · 2026-09-24 · same rubric, same numbers if you re-run it

no findings
  • Code scan74 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 24 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 92/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Memorykit compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
92/100
higher than 95% of 48,255 servers
Tools
9
the typical server has 7
Tools that change things
22%
typical: 0%. Fewer write tools means less an agent can break
GitHub stars
4
more than 82% of 28,688 servers
Downloads a week
31
more than 19% of 12,191 servers with a package

What its tools let an agent do: 7 read · 2 change

Install Memorykit in Claude Code, Cursor or VS Code

Runs npx -y memorykit-mcp-server on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add memorykit -- npx -y memorykit-mcp-server
Add to Cursor

What the publisher says

From the Memorykit repository's README, as published. We do not edit it. Read it on GitHub

🧠 MemoryKit

Enterprise-grade, neuroscience-inspired memory infrastructure for LLM applications

Because your AI shouldn't have the memory of a goldfish 🐠

Quick Start · Documentation · Architecture · API Docs

🐠 The Goldfish Problem

Modern LLMs like GPT-4 and Claude have a critical flaw: they're stateless. Every conversation requires reloading the entire context, leading to:

User (Turn 1):   "My name is John, I prefer Python"
AI:              "Nice to meet you, John!"

[New session - memory wiped 🧹]

User (Turn 50):  "What's my favorite language?"
AI:              "I don't have that information" ❌

The Cost Problem:

For a typical enterprise chatbot with 100-turn conversations:

MemoryKit solves this. Inspired by how the human brain actually works.

🧠 The Neuroscience Solution

Humans don't recall every conversation verbatim. Instead, we use a hierarchical memory system:

The Human Brain Architecture

MemoryKit's Brain-Inspired Architecture

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Memorykit: common questions

Is Memorykit MCP server safe?
Yes, by our scan: it is graded A (92/100). Read the Memorykit safety report
How do I install Memorykit?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Memorykit need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Memorykit maintained?
The last commit was 64 days ago (2026-09-01). The latest release is v1.4.2.
What can I use instead of Memorykit?
Servers from other publishers that do the same job: Deja Vu MCP server, Claudexor MCP server and State Memory MCP server. Compare all Memorykit alternatives.
How does Memorykit compare with other MCP servers?
safety score 92/100 (higher than 95% of 48,255 servers); tools 9 (the typical server has 7); tools that change things 22% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to Memorykit

Same job from other publishers: the closest match first, then the best rated.

All Memorykit alternatives →
  • Deja Vu
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    A
  • Claudexor
    Route coding work across Claude Code, Codex, Cursor, and OpenCode with shared context.
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  • State Memory MCP
    Persistent workflow graph server tracking tasks, decisions, spatial entities, and blockers.
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  • Knowl
    Persistent memory for AI agents, for code, research and everyday life. Stale facts retire.
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