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Neuro

Durable long-term memory with provenance, stored securely.

Neuro gives Codex, Claude Code, Copilot, and your own agents a shared team memory. Each record is scoped to a user, team, product, or environment. The memory is source-aware, retrieval is governed, and handovers are durable. One context gateway serves every agent across repositories, services, sessions, and machines.

How agents reach Neuro

Every store sits behind one gateway.

Agents connect over the Model Context Protocol (MCP). The context gateway routes each query, applies the access policy, and governs writes. Secrets and sensitive memories stay in Vault.

Codex
Claude Code
Copilot
Your own agents
Query over MCP
Answer with memory, source, and lineage

Context gateway

  • Routes queries
  • Applies access policy
  • Governs writes
Routes each query to five stores

Working context

Bounded active reasoning state

  • Redis
Librarian agent consolidates

Long-term memory

Records found by meaning and links

  • PostgreSQL
  • Qdrant
  • Neo4j

Source

Live code and documents

  • Forgejo

Lineage

Provenance graph and context ledger

  • Neo4j

Vault

Protected

Secrets and sensitive memories

  • Vault

What an agent gets back

Answers carry their source and lineage.

An agent asks a question through the context gateway. Neuro answers with the memory that bears on it, the live source behind it, and the lineage that confirms it.

Memory

Earlier records that answer the question, with how old each one is.

Source

The live code or document behind the answer, with the commit it was read at and how fresh it is.

Lineage

The decision record or change that confirms the answer, and who confirmed it.

5y+

Long-horizon retention

Records stay available for 5 years and more, without re-prompting.

Capabilities

What Neuro does.

Context gateway

Extends an agent's limited active context.

Librarian agent

Consolidates observations into higher-level reflections.

Semantic and graph retrieval

Finds structured, linked memory records by meaning and by the links between them.

Provenance and lineage

Neuro records where each answer came from in a provenance graph and a context ledger.

Layered retention

A bounded working context, with short-term memory consolidated into long-term memory.

MCP across agents

Codex, Claude Code, Copilot, and your own agents connect through MCP.

Research first

Every method has a source.

We're a lab. We use published datasets and methods, pin the exact versions, and publish how we tested.

  1. [01] Science 255(5044) · 1992

    Working Memory

    Baddeley (1992)

    Backs: Working Context. Bounded active reasoning state.

  2. [02] Psychological Review · 1995

    Why There Are Complementary Learning Systems in the Hippocampus and Neocortex

    McClelland, McNaughton, O'Reilly (1995)

    Backs: Short-term and long-term memory consolidation pipeline.

  3. [03] arXiv · 2023

    MemGPT: Towards LLMs as Operating Systems

    Packer et al. (2023)

    Backs: Hierarchical Context Gateway. Extending limited active context.

  4. [04] UIST · 2023

    Generative Agents: Interactive Simulacra of Human Behavior

    Park et al. (2023)

    Backs: Librarian Agent. Observations consolidated to higher-level reflections.

  5. [05] Foundations and Trends in Databases · 2009

    Provenance in Databases: Why, How, and Where

    Cheney, Chiticariu, Tan (2009)

    Backs: Provenance Graph and Context Ledger.

  6. [06] arXiv · 2024

    LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory

    Wu et al. (2024)

    Backs: Long-term memory evaluation methodology.

  7. [07] arXiv · 2025

    A-MEM: Agentic Memory for LLM Agents

    Xu et al. (2025)

    Backs: Structured, linked, evolving memory records.

  8. [08] arXiv · 2026

    Hidden in Memory: Sleeper Memory Poisoning in LLM Agents

    Pulipaka et al. (2026)

    Backs: Memory write policy and access governance.

Citations include preprints alongside peer-reviewed work. We interpret current LLM-agent research alongside established cognitive science, databases, and information retrieval.

More from NPU Labs.

Neuro is one of the things we build. See what else.