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adaptive-cognitive-memory

A Claude Code plugin that gives Claude a persistent cognitive memory

Install / Use

claude mcp add d2a8k3u -- npx -y github:d2a8k3u/adaptive-cognitive-memory

If the server publishes to npm under a different name, use that package instead — check the repo README.

About this skill
🔌

MCP Server

Model Context Protocol server

Quality Score

66/100

Supported Platforms

Claude Code
Claude Desktop

Our assessment of adaptive-cognitive-memory

adaptive-cognitive-memory scores 66/100 on our quality scale, 889th of 939 AI & Machine Learning skills we index.

Its MCP Server is 3.5 KB long, split into 5 sections and no code examples: a solid amount of guidance for an agent.

It has 3 GitHub stars, so there is little community track record yet; judge it on its content.

Substance
26/30
Structure
11/20
Description
12/15
Adoption
3/20
Freshness
15/15

Maintenance, license and trust

  • The repository was last updated today, so adaptive-cognitive-memory is actively maintained.
  • It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
  • Its trust signals score 87/100, with 2 cautions from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.

adaptive-cognitive-memory compared with similar skills

All 4 of these similar skills score higher than adaptive-cognitive-memory; compare them before choosing.

SkillScoreStarsUpdatedFormat
adaptive-cognitive-memory (this skill)by d2a8k3u663todayMCP Server
Agent-Reachby Panniantong100105.0k3d agoCLAUDE.md
claude-memby thedotmack100103.8ktodayCLAUDE.md
Understand-Anythingby Egonex-AI10088.6k2d agoCLAUDE.md
headroomby headroomlabs-ai10078.1ktodayCLAUDE.md

Frequently asked questions

How do I install adaptive-cognitive-memory?
Run claude mcp add d2a8k3u -- npx -y github:d2a8k3u/adaptive-cognitive-memory. The install tabs above show the steps for each supported agent.
Which AI agents does adaptive-cognitive-memory work with?
It is written for Claude Code and Claude Desktop, as a MCP Server file. Other agents that read the same format can often use it too.
Is adaptive-cognitive-memory safe to use?
It is MIT-licensed and scores 87/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
Is adaptive-cognitive-memory still maintained?
The repository was last updated today, so adaptive-cognitive-memory is actively maintained.

Adaptive cognitive memory

A Claude Code plugin that gives Claude a persistent cognitive memory: one central, local SQLite database shared by every project, with local semantic search, budgeted hook recall and explicit, curated capture.

Every project Claude works in reads and writes the same ${CLAUDE_PLUGIN_DATA}/memory.sqlite. Memories carry a scope — project (visible only in that project) or user (visible everywhere) — and a type: semantic (facts), procedural (how-tos), episodic (session events) or pattern (lessons and preferences). All memories are stored in English as the canonical retrieval language; a multilingual local embedding model and the recall questions each memory carries, written in English and in the user's language, let prompts in other languages find them.

How it works

  • Recall is automatic. Hooks inject one-line abstracts under a token budget at session start, on every user prompt, before tool calls and after a failed Bash command; Claude expands a memory's full body with memory_get.
  • Capture is explicit. Nothing is auto-saved. Claude stores durable knowledge with the memory_* MCP tools, guided by the bundled memory skill. Claude notices a correction or a remember request itself, in any language; the hooks only point at a failing command that later passed.
  • Claude curates, the server guards. A store that finds related memories writes nothing and returns them; Claude decides to supersede, update, skip or add. Superseded memories stay readable but never reach recall.
  • Nothing ever leaves the machine. No outbound request carries memory content, the MCP server talks stdio only, and hooks make zero LLM calls. The one network operation is the one-time embedding model download. Secrets are redacted at the persist boundary and again on export.
  • Degraded is never silent. A missing embedding model or sqlite-vec extension falls back to FTS5 keyword search with a visible warning; a native module that does not load or a database from a newer plugin turns memory off with one session-start notice; /memory-doctor names the broken piece and its fix.

Requirements: Claude Code and Node.js ≥ 22. To start, follow Install.

Uninstalling the plugin from the last scope it is installed at deletes every memory. Export them first: Uninstall.

Documentation

Using the plugin

  • Install and uninstall: install from the marketplace or a local checkout, the embedding model download, keeping your memories when you uninstall
  • Recall: what Claude sees, when each hook recalls, turning recall off, branch-aware session start, recall after a failed Bash command
  • Capture: the two-phase store, capture moments, the Stop checkpoint and what the hooks print
  • MCP tools and skills: every memory_* tool with its arguments and result, and the memory-curate skill
  • Commands and CLI: /memory-doctor, /memory-recall, /memory-statusline, export, import, re-embedding and the doctor checks
  • Statusline badge: the opt-in badge and the line for your statusline script
  • Configuration: plugin options, environment variables and native auto memory

Developing the plugin

  • Development: where everything lives, checks, the test suite, performance gates and the real-session eval
  • Storage: the database tables, project ids, concurrency and schema versions
  • Contributing

Related Skills

View on GitHub
GitHub Stars3
CategoryAI
Updated17h ago
Forks0

Languages

TypeScript

Trust signals

87/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

2 low
adaptive-cognitive-memory — MCP Server: Install & Safety Check | SkillAgent