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MCP server · RAG

Self Evolving Hypergraph Memory

by · github.com/Neocher/self-evolving-hypergraph-memory

Self-evolving Hypergraph Memory — 自演化超图记忆引擎: τ 衰减遗忘 · Hebbian 关联强化 · 离线梦境整合 · 多模态证据检索 · 谓词论元与类型锚定抽取 · 确定性时间层 · 会话作用域隔离 · 本体驱动组织 (FastAPI + OverGraph + FAISS, 全开源)

Unclaimed a2aai-agenthypergraphknowledge-graphmcpmemoryragself-evolving
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Scored 7 days ago · breakdown

About Self Evolving Hypergraph Memory

Self Evolving Hypergraph Memory is an MCP server published by Neocher in the RAG category: self-evolving Hypergraph Memory — 自演化超图记忆引擎: τ 衰减遗忘 · Hebbian 关联强化 · 离线梦境整合 · 多模态证据检索 · 谓词论元与类型锚定抽取 · 确定性时间层 · 会话作用域隔离 · 本体驱动组织 (FastAPI + OverGraph + FAISS, 全开源).

The repository has 5 stars and 0 forks, with the last commit 8 days ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/Neocher/self-evolving-hypergraph-memory

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.

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Releases

v6.27.0v6.27.0 LockFairness — OverGraph 锁公平：消除写队列 503 与 /health 劣化 · 9 Oct 2026v6.27.0 LockFairness — 消除 OverGraph 全局锁饿死 根因 `OverGraphStore._session_lock` 是单把全局互斥锁，串行化所有图操作。检索侧 `_community_expansion` 为每个相关社区各调一次 `get_community_members`，每次都取锁 → 持锁时间长 → 写线程 `_persist_entities`（梦境管道）取不到锁 → 写队列积压至上限 →…
v6.23.0v6.23.0 StateSemantics — AtomicFact bi-temporal supersession · 1 Oct 2026P3: AtomicFact 事实 supersession (bi-temporal 作废) 写侧: create_atomic_fact 落库前查同 (subject, predicate) 的 active fact, object 不同 → 旧 fact 打 superseded_at + superseded_by, 新 fact 记 supersedes 血缘 (多条旧 fact 记 created_at 最近一条) 读侧:…
v6.22.6v6.22.6 谓词论元抽取与类型锚定检索 — StateSemantics 系列收官 · 21 Sep 2026SHM v6.22.6 自演化超图记忆系统 — 检索与证据装配层升级 (v6.21.0 → v6.22.6, 13 commits) 核心能力新增 状态语义 (StateSemantics, v6.20.0 基座) E1' 状态时点裁决 / E3 实例 key / E2 模态五值 / E4 槽位检索 (QueryRouter.retrieve_slot, env R8_CTX/R8_SLOT 控制) 谓词论元抽取 (v6.21.x) 触发词词边界 + 屈折匹配, 宾语 NP…
v6.20.0v6.20.0 (StateSemantics) — 引擎语义不变量 E1'~E4 · 9 Sep 2026v6.20.0 StateSemantics (2026-09-09) 引擎语义不变量四件套 (R8, 评测只当探照灯 — 引擎能力真升级, 判卷/judge/prompt V1/数据面零改动): E1' 状态时点裁决 core/state_projection.py — latest-wins + 否定行 + timeline 全链掩码 (与 _property_temporal_retrieve 同构) E3 实例身份 key core/instance_key.py…
v6.19.0v6.19.0 MultiModalCaption — LoCoMo-Refined 83.14% 超 SOTA 82.65% · 8 Sep 2026v6.19.0 — MultiModalCaption: 精卫超 SOTA 收官 🎉 评测结果 (2026-09-08, LoCoMo-Refined 官方判卷 qwen3-14b refined / 1382 题) 全量 83.14% (1149/1382) > MemoraX SOTA 82.65% (+0.49pp) | 类别 | 正确率 | vs 上轮 (76.48%) | |---|---|---| | cat1 多证据聚合 | 68.5% | ▲…
Questions

About Self Evolving Hypergraph Memory

How do I install Self Evolving Hypergraph Memory?

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

Is Self Evolving Hypergraph Memory 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 Self Evolving Hypergraph Memory still maintained?

Yes — the latest release is v6.27.0 (9 Oct 2026), and the last commit was 8 days ago. The repository has 5 stars.