Ext Ops Panel
Open dashboard

iai-pme — personal memory engine

Persistent local memory for your assistant: every turn captured verbatim, relevant memory injected at session start and before each turn, and fourteen memory tools over MCP…

Plugin bundle · by Areg Aramovich Noya

About

iai-pme — personal memory engine is a plugin bundle for AI coding tools published by Areg Aramovich Noya. Marketplaces we read that list it: 1 (Community GitHub marketplaces). The last change we recorded was on 2026-10-21. As of our marketplace pass on 2026-10-21.

In its own words, on Community GitHub marketplaces:

Persistent local memory for your assistant: every turn captured verbatim, relevant memory injected at session start and before each turn, and fourteen memory tools over MCP. Requires the iai-pme package (pip install iai-pme).

What it asks for

  • Installs as a plugin bundle
  • Hooks: 4

What it declares, asks for and runs, in full

Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.

Works with

  • Claude Code

From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.

Connect

Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.

As a Claude Code plugin

Built from what Community GitHub marketplaces declares.

Claude CodeInside a Claude Code session
/plugin marketplace add codeabra/iai-personal-memory-engine
/plugin install iai-memory@iai-pme

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Community marketplace codeabra/iai-personal-memory-engine (Open the source on GitHub) Listed 3.2.3 Forks (GitHub): 111
Stars (GitHub): 911
Not marked

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

Listed in one community marketplace
MarketplaceRepositoryStars (GitHub)
iai-pme codeabra/iai-personal-memory-engine 911

Which marketplaces we read and how we check them

How its figures have moved

Forks (GitHub)
unchanged since 16.10
111-112 · 4 readings
  1. 2026-10-16111
  2. 2026-10-17112
  3. 2026-10-18111
  4. 2026-10-21111
Stars (GitHub)
unchanged since 17.10
911-912 · 3 readings
  1. 2026-10-17911
  2. 2026-10-18912
  3. 2026-10-21911

Each dot is a day we read a different number; flat stretches are days the number did not move. Figures of different marketplaces are never added up.

What the bundle contains

As published on Community GitHub marketplaces.

MCP servers: 1

  • iai-pme

Hooks: 3

  • SessionStart
  • Stop
  • UserPromptSubmit

What changed

  1. Became a product we track
  2. Community GitHub marketplaces: appeared

Similar plugins

Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.

  • neural-memory io.github.nhadaututtheky/neural-memory

    Persistent memory for AI agents — 55 MCP tools, spreading activation recall.

    by nhadaututtheky · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • cogmemai-memory

    Teaches Claude best practices for memory management — when to save, importance scoring, memory types, and session workflows.

    by hifriendbot · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • engram

    Persistent memory with session tracking, compaction recovery, and Memory Protocol. Gives Claude a brain that survives across sessions.

    by Gentleman Programming · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • mem-forever

    Every AI tool forgets you. This one doesn't. Ever. Auto-saves your preferences, decisions, and lessons to .ilang/ — survives every session, every tool, every migration.

    by ilang-ai · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • engram io.github.tstockham96/engram

    Intelligent agent memory with automatic extraction, consolidation, and bi-temporal recall.

    by tstockham96 · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-community · Describes nearly the same job

  • memoose

    A dual-path memory system for proactive agents: a typed knowledge graph with evidence, contradictions and supersession, maintained in the background on a small model. No API key…

    by Hieu Ngo · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • memini

    Persistent memory for AI coding agents via the memini memory service. 7 hooks, MCP tools, and skills that capture tool usage and inject prior context at session start.

    by memini maintainers · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • Mneme Memory

    Cross-session memory for AI coding agents via six tools; local-first SQLite store.

    by modusensus · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Memory

    Active memory writing during conversation, plus manual /memory:consolidate with theme clustering, ground-truth prune, adversarial pass, and machine validator — no…

    by Frad LEE · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • agentic-recall

    Long-term memory for agentic tasks. It tells you when it doesn't know.

    by dfrancislyondflabc-tech · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Similar plugins by marketplace

The same question asked of one marketplace at a time: is there an analog of this plugin there?

Has a listing on Claude Code: claude-plugins-community (5)
  • mem-forever

    Every AI tool forgets you. This one doesn't. Ever. Auto-saves your preferences, decisions, and lessons to .ilang/ — survives every session, every tool, every migration.

    by ilang-ai · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • engram io.github.tstockham96/engram

    Intelligent agent memory with automatic extraction, consolidation, and bi-temporal recall.

    by tstockham96 · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-community · Describes nearly the same job

  • ember-memory

    Persistent semantic memory for Claude Code. Stores knowledge in a local ChromaDB vector database and automatically retrieves relevant context on every message using Ollama bge-m3…

    by KindledFlameStudios · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • claude-code-plugin-for-goodmem-a-memory-infra-for-agents

    With this plugin, you can operate Goodmem's memory infra in plain English, to create, manage, and orchestrate embedders, rerankers, and LLMs, to ingest and create memories from…

    by PAIR-Systems-Inc · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • origin

    Personal AI memory layer. Capture decisions, lessons, and context that carry across sessions.

    by 7xuanlu · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

Has a listing on Claude Code: claude-plugins-official (5)
  • remember

    Continuous memory for Claude Code. Extracts, summarizes, and compresses conversations into tiered daily logs. Claude remembers what you did yesterday.

    by Digital-Process-Tools · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • ralph-loop

    Interactive self-referential AI loops for iterative development, implementing the Ralph Wiggum technique. Claude works on the same task repeatedly, seeing its previous work, until…

    by Anthropic · Plugin bundle

    Listed on: Claude Code: claude-plugins-official · Describes a similar job

  • hookify

    Easily create custom hooks to prevent unwanted behaviors by analyzing conversation patterns or from explicit instructions. Define rules via simple markdown files.

    by Anthropic · Plugin bundle

    Listed on: Claude Code: claude-plugins-official · Describes a similar job

  • outputai

    Output.ai workflow development toolkit for Claude Code. Adds 5 specialist agents (planner, builder, debugger, prompt writer, quality reviewer), 40+ slash-command skills covering…

    by growthxai · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes a similar job

  • atomic-agents

    Comprehensive development workflow for building AI agents with the Atomic Agents framework. Includes specialized agents for schema design, architecture planning, code review, and…

    by BrainBlend-AI · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes a similar job

Has a listing on Claude: knowledge-work-plugins (5)
  • Productivity

    Manage tasks, plan your day, and build up memory of important context about your work. Syncs with your calendar, email, and chat to keep everything organized and on track.

    by Anthropic · Plugin bundle

    Listed on: Claude: knowledge-work-plugins · Describes nearly the same job

  • miro

    Secure access to Miro boards. Enables AI to read board context, create diagrams, and generate code with enterprise-grade security.

    by miroapp · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • langfuse

    Skills for working with Langfuse, the open-source LLM engineering platform for tracing, prompt management, and evaluation.

    by langfuse · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • sanity

    Sanity content platform integration with MCP server, agent skills, and slash commands. Query and author content, build and optimize GROQ queries, design schemas, and set up Visual…

    by sanity-io · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Official MCP Registry, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • zapier

    Connect 8,000+ apps to your AI workflow. Discover, enable, and execute Zapier actions directly from your client.

    by zapier · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

Has a listing on Codex: openai-curated (openai/plugins) (5)
  • Notion

    Notion workflows for implementation planning, research synthesis, meeting preparation, and knowledge capture.

    by Notion · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Plugin Eval

    Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.

    by OpenAI Codex · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • OpenAI Developers

    Build with OpenAI APIs, Agents SDK, and ChatGPT Apps, and create and save OpenAI API keys from Codex.

    by OpenAI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Granola

    Granola MCP connects your meeting history to ChatGPT so your assistant can pull real context from past conversations while you work. Use MCP when you're already working on…

    by Granola · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • NVIDIA

    Skills for NVIDIAs ecosystem spans GPU acceleration, CUDA, AI agents, inference, robotics, Physical AI, Omniverse, and simulation. This plugin helps you understand the pieces…

    by NVIDIA · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

Has a listing on Community GitHub marketplaces (5)
  • neural-memory io.github.nhadaututtheky/neural-memory

    Persistent memory for AI agents — 55 MCP tools, spreading activation recall.

    by nhadaututtheky · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • cogmemai-memory

    Teaches Claude best practices for memory management — when to save, importance scoring, memory types, and session workflows.

    by hifriendbot · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • engram

    Persistent memory with session tracking, compaction recovery, and Memory Protocol. Gives Claude a brain that survives across sessions.

    by Gentleman Programming · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • memoose

    A dual-path memory system for proactive agents: a typed knowledge graph with evidence, contradictions and supersession, maintained in the background on a small model. No API key…

    by Hieu Ngo · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • memini

    Persistent memory for AI coding agents via the memini memory service. 7 hooks, MCP tools, and skills that capture tool usage and inject prior context at session start.

    by memini maintainers · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

Has a listing on Copilot CLI: github/awesome-copilot (5)
  • chat-fork-map

    Maps branching Copilot conversations so parallel follow-up questions and exploration paths from complex tasks or learning can be navigated without losing context. Its visual…

    by jdneo · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • ai-team-orchestration

    Run a lightweight, role-separated AI development team with flexible tools, developer-selected models, proportionate planning, and optional QA.

    by Denis Evdokimov · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • edge-ai-tasks

    Task Researcher and Task Planner for intermediate to expert users and large codebases - Brought to you by microsoft/edge-ai

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • copilot-goal-skill

    Goal-driven task orchestration with independent verification. Interviews the user to define a clear goal, then loops between a Builder subagent (does the work) and an Inspector…

    by gsemet · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • mcp-m365-copilot

    Comprehensive collection for building declarative agents with Model Context Protocol integration for Microsoft 365 Copilot

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

Has a listing on Copilot CLI: github/copilot-plugins (5)
  • microsoft-365-agents-toolkit

    Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • workiq

    Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • workiq-productivity

    WorkIQ productivity skills powered by the local WorkIQ CLI — read-only insights across email, meetings, calendar, Teams, SharePoint, projects, and people.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • model-apps

    Build and deploy Power Apps generative pages for model-driven apps with specialist agents for planning, entity creation, and parallel code generation. Requires PAC CLI >= 2.7.0…

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • dataverse

    Build and manage Microsoft Dataverse solutions using natural language. Includes table/column creation, solution lifecycle, data operations, and MCP server configuration.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot, Copilot CLI: github/copilot-plugins · Describes nearly the same job

Has a listing on Cursor: cursor/plugins (5)
  • Continual Learning

    Incremental transcript-driven memory updates for AGENTS.md using high-signal bullet points only.

    by Eric Zakariasson · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Mem

    Capture, search, and organize notes and collections.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Ralph Loop

    Iterative self-referential AI loops using the Ralph Wiggum technique.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Advisor

    Consult a stronger model before major decisions, when stuck, and before declaring done.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes a similar job

  • Fireflies

    Search meeting transcripts, summaries, and action items.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes a similar job

Has a listing on Docker MCP Catalog (5)
  • Omi

    A Model Context Protocol server for Omi interaction and automation. This server provides tools to read, search, and manipulate Memories and Conversations.

    by BasedHardware · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • mcp-neo4j-memory io.github.neo4j-contrib/mcp-neo4j-memory

    MCP Neo4j Knowledge Graph Memory Server

    by neo4j-contrib · MCP server

    Listed on: Official MCP Registry, Docker MCP Catalog · Describes nearly the same job

  • Memory (Reference)

    Knowledge graph-based persistent memory system.

    by modelcontextprotocol · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Sequential Thinking (Reference)

    Dynamic and reflective problem-solving through thought sequences.

    by modelcontextprotocol · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Needle Remote

    Production-ready RAG service to search and retrieve data from your documents.

    by docker · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

Has a listing on Official MCP Registry (5)
  • neural-memory io.github.nhadaututtheky/neural-memory

    Persistent memory for AI agents — 55 MCP tools, spreading activation recall.

    by nhadaututtheky · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • engram io.github.tstockham96/engram

    Intelligent agent memory with automatic extraction, consolidation, and bi-temporal recall.

    by tstockham96 · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-community · Describes nearly the same job

  • Mneme Memory

    Cross-session memory for AI coding agents via six tools; local-first SQLite store.

    by modusensus · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • agentic-recall

    Long-term memory for agentic tasks. It tells you when it doesn't know.

    by dfrancislyondflabc-tech · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • MCP AutoMem

    Graph-vector memory for AI assistants using FalkorDB and Qdrant

    by verygoodplugins · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

Has a listing on npm registry (MCP servers) (5)
  • gitmem io.github.gitmem-dev/gitmem

    Persistent institutional memory for AI coding agents. Memory that compounds.

    by gitmem-dev · MCP server

    Listed on: Official MCP Registry, npm registry (MCP servers) · Describes nearly the same job

  • DuDuClaw

    Local persistent memory and Markdown wiki for AI coding agents: 24 MCP tools, no gateway required.

    by zhixuli0406 · MCP server

    Listed on: Official MCP Registry, npm registry (MCP servers) · Describes nearly the same job

  • KEPTA — the memory for AI systems

    Local encrypted memory for AI: hybrid search, 8 MCP tools, one file you own. Free, no cloud.

    by DamianTodorovic · MCP server

    Listed on: Official MCP Registry, npm registry (MCP servers) · Describes nearly the same job

  • Delimit

    One workspace for every AI coding assistant. Shared tasks, memory, and governance.

    by delimit-ai · MCP server

    Listed on: Official MCP Registry, npm registry (MCP servers), Community GitHub marketplaces · Describes a similar job

  • easy-notion io.github.misterwigglesworth/easy-notion

    Markdown-first Notion MCP server. ~6-7x fewer response tokens vs official Notion MCP. 43 tools.

    by misterwigglesworth · MCP server

    Listed on: Official MCP Registry, npm registry (MCP servers) · Describes a similar job

Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.

Want this mark on your plugin in our catalog?

Prove you maintain it with a file in its repository, a file on your domain or a DNS record, and you can show this mark on the card, with live banners for your site and README. How verification works

You also get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.

Data comes from public marketplace files in GitHub repositories of their authors. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built