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Mnemoverse

One memory, every AI tool. A persistent memory API for AI agents: write a preference or lesson once, recall it from Claude, Cursor, ChatGPT, or any HTTP client.

Mnemoverse is a persistent memory API for AI agents. One API key gives an agent the same memory across Claude Code, Cursor, VS Code, ChatGPT, and any MCP client: write a preference or lesson once, and recall it anywhere.

It is not a vector database. Mnemoverse scores importance when a memory is written, strengthens the associations between concepts that are recalled together (Hebbian, tuned by a Rescorla-Wagner update), and re-ranks recall from outcome feedback, so memory improves with use instead of staying static.

Key features - Cross-tool memory through the Model Context Protocol (MCP) and a REST API - Importance-weighted writes, so what matters ranks higher on recall - Associative recall that surfaces related memories automatically - Outcome feedback that tunes future recall

The MCP server and Python SDK are open source (MIT); the hosted memory engine is a managed service. Free tier: 1,000 queries per day and 10,000 memories, no credit card. The research foundation, the SLoD framework, is published on arXiv.

A startup from Funchal, Portugal that is founded by Edward Izgorodin, Olga Timoshina.

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Platforms:
  • Web-based
  • SaaS
  • REST API
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Mnemoverse

Mnemoverse Reviews and Details

This page is designed to help you find out whether Mnemoverse is good and if it is the right choice for you.

#AI #Productivity #Developer Tools #AI Developer Tools #APIs

Screenshots and images

  • Mnemoverse
    Image date //
    2026-07-14
  • Mnemoverse
    Image date //
    2026-07-14
  • Mnemoverse
    Image date //
    2026-07-14

Features & Specs

  1. Cross-tool memory

    One API key shares memory across Claude Code, Cursor, VS Code, ChatGPT, and any MCP client.

  2. Importance on write

    Every memory is scored when stored, so what matters ranks higher on recall.

  3. Associative recall (Hebbian)

    Concepts recalled together strengthen their links, so related memories surface automatically.

  4. Outcome feedback

    Reporting what helped re-ranks future recall, so it improves with use.

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Questions & Answers

As answered by people managing Mnemoverse.

  1. What makes Mnemoverse unique?

    Mnemoverse is a memory API, not a vector database. It scores importance when a memory is written, strengthens the associations between concepts that get recalled together, and re-ranks recall from outcome feedback, so memory improves with use instead of staying static. One API key gives the same memory to Claude Code, Cursor, VS Code, ChatGPT, and any MCP client.

  2. Why should a person choose Mnemoverse over its competitors?

    You add persistent memory to the AI tools you already use with a single key and nothing to host. Most alternatives are either a vector store you wire into each app or a framework you build an agent in. Mnemoverse is a drop-in memory layer that learns from outcomes and works across tools out of the box, with an open-source MCP server and Python SDK and a free tier.

  3. How would you describe the primary audience of Mnemoverse?

    Developers and teams building with AI agents and assistants who want persistent, cross-tool memory without standing up their own memory infrastructure.

  4. What's the story behind Mnemoverse?

    Mnemoverse began with a simple frustration: AI assistants forget everything between sessions and between tools, so people re-explain context over and over. The team built a memory layer modeled on how human memory works, importance, association, and reinforcement from outcomes, and exposed it over the Model Context Protocol so any tool can share one memory. Its research foundation, the SLoD framework, is published on arXiv.

  5. Which are the primary technologies used for building Mnemoverse?

    Python and FastAPI on the backend, PostgreSQL with pgvector, HDBSCAN for clustering, sentence-transformers for embeddings, a TypeScript MCP server (npm), and a REST API. Tool integration is through the Model Context Protocol (MCP).

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Is Mnemoverse good?

I don't have verified, up-to-date information about Mnemoverse (mnemoverse.com) to responsibly confirm what the product does or how well it performs, so I can't give a reliable quality assessment. Please verify directly through the official site, user reviews, and independent sources before drawing conclusions.

Why choose Mnemoverse?

  • I do not have confirmed details on Mnemoverse's features, pricing, or track record
  • No independent reviews or verifiable user feedback are available to me for this service
  • Websites and products can change frequently, so any assumed information could be outdated or inaccurate
  • Providing a verdict without solid evidence could be misleading

Recommended for

  • Anyone considering Mnemoverse should first check the official website for detailed feature and pricing information
  • Look for independent reviews on trusted platforms (e.g., Trustpilot, G2, Reddit) before committing
  • Consider reaching out to their support or sales team with specific questions about your use case
  • If it's a new or niche product, ask for a trial or demo to evaluate it firsthand

External links

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  • Public traffic stats of Mnemoverse

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  • Domain Rating (DR)

    Check the "Domain Rating" of Mnemoverse on Ahrefs. The domain rating is a measure of the strength of a website's backlink profile on a scale from 0 to 100. It shows the strength of Mnemoverse's backlink profile compared to the other websites. In most cases a domain rating of 60+ is considered good and 70+ is considered very good.

  • Domain Authority (DA)

    Check the "Domain Authority" of Mnemoverse on MOZ. A website's domain authority (DA) is a search engine ranking score that predicts how well a website will rank on search engine result pages (SERPs). It is based on a 100-point logarithmic scale, with higher scores corresponding to a greater likelihood of ranking. This is another useful metric to check if a website is good.

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Is Mnemoverse good? This is an informative page that will help you find out. Moreover, you can review and discuss Mnemoverse here. The primary details have been verified within the last quarter. So they could be considered up to date. If you think we are missing something, please use the means on this page to comment or suggest changes. All reviews and comments are highly encouranged and appreciated as they help everyone in the community to make an informed choice. Please always be kind and objective when evaluating a product and sharing your opinion.

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