1. Conduid
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  3. Hipercampo
MCP server · RAG

Hipercampo

· github.com/armandojaleo/hipercampo

Living, local-first memory for Claude built on hypervectors (VSA) — surprise-gated writing, sleep consolidation, active forgetting, and compositional role queries. MCP server, CPU-only, no embeddings required.

Unclaimed associative-memoryclaudecognitive-architecturehyperdimensional-computingllm-memorymcpmodel-context-protocolvsa
InstallView source
34Low

Scored a month ago · breakdown

About Hipercampo

Hipercampo is an MCP server in the RAG category: living, local-first memory for Claude built on hypervectors (VSA) — surprise-gated writing, sleep consolidation, active forgetting, and compositional role queries. MCP server, CPU-only, no embeddings required.

Install

From source
git clone https://github.com/armandojaleo/hipercampo

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (11)

hc_accept_bridge / hc_reject_bridgeConfirm a dream hypothesis (it becomes a real association) or discard it.

Parameters not published.

hc_ask_role(role, …known fields…, days_ago)Ask for a field knowing others: *"who bites the man?"* → unbinding. Answers what's **currently true**; `days_ago` asks what was true then.

Parameters not published.

hc_consolidate()Sleep phase: group episodes into semantic knowledge.

Parameters not published.

hc_dream(max_bridges, dry_run)**Creative sleep**: proposes *bridges* between memories sharing a common associate. Hypotheses **don't contaminate memory**: they never propagate until confirmed.

Parameters not published.

hc_forget(dry_run)Active forgetting. `dry_run=True` rehearses without deleting.

Parameters not published.

hc_muse(query, k)**Creative recall**: surfaces *indirect* connections and **dormant** memories that can resurface and tie ideas together. For insight/brainstorming.

Parameters not published.

hc_recall(query, k, include_history, max_scan, nav, nav_auto)Retrieve by similarity. Can **abstain** (return `[]`). `max_scan` bounds CPU/RAM for embedded/robot use; `nav_auto` lets the core choose graph navigation when safe.

Parameters not published.

hc_remember(text, importance, confidence)Store something (if novel/surprising). `importance` = how much it matters (≥0.8 protects from forgetting); `confidence` = how reliable (weights ranking).

Parameters not published.

hc_remember_fact(subject, predicate, object, …)Store a **structured fact** (compositional VSA). If it updates a current fact, the old one isn't deleted — its validity is closed and it becomes **history**.

Parameters not published.

hc_stats()Memory state (includes the DB path).

Parameters not published.

hc_update(target, new_text, memory_id)**Update a fact that changed** (safe supersession; the old one stays as history).

Parameters not published.

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Questions

About Hipercampo

How do I install Hipercampo?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Hipercampo safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Hipercampo still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.