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MCP server · Documentation

Research Agent Memory

by · github.com/l1871276598-dotcom/research-agent-memory

Local-first, auditable, human-governed memory and learning layer for AI agents.

Unclaimed agent-memoryai-agentscodexhuman-in-the-looplocal-firstmcpobsidianpython
InstallView source
34Low

Scored 14 days ago · breakdown

About Research Agent Memory

Research Agent Memory is an MCP server published by l1871276598-dotcom in the Documentation category: local-first, auditable, human-governed memory and learning layer for AI agents.

The repository has 1 stars and 0 forks, with the last commit 2 months ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/l1871276598-dotcom/research-agent-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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Security checks

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Releases

v0.11.0LAOS v0.11.0 · 6 Aug 2026Highlights Human Review phase — Gate 0 contracts + HR.1 decision layer, HR.2, HR.3 (#46, #47, #48) Memory Review-Gate hardening (#51): two-phase `review` / `activate` with a decision-bound activation authority, generation…
v0.10.0LAOS v0.10.0 · 11 Jul 2026LAOS v0.10.0 — local-first source release (macOS, Python >= 3.11). No separate deployment target. Highlights (v0.9.0 + 30 commits) Phase 5 learning chain (S5.1–S5.4) — deterministic evaluation identity (utility_evaluation schema v2),…
v0.9.0LAOS v0.9.0 · 6 Jul 2026LAOS v0.9.0 LAOS v0.9.0 是首个完成 macOS 集成验收的正式源码版本。 LAOS 是一个本地优先、可审计、由人工审核控制的 Agent 记忆与学习层，为 GPT、Codex、Claude、本地模型及其他 Agent 提供结构化记忆、上下文、反思和策略复用能力。 主要能力 Markdown / JSONL 权威记忆数据源 可重建的 SQLite FTS5 检索索引 workspace、project 和 confidentiality 隔离…
v0.8.0v0.8.0 — LAOS Agent Kernel · 1 Jul 2026LAOS v0.8.0 LAOS v0.8.0 introduces the minimal executable Local Agent Operating System kernel for Research Agent Memory. Highlights Five exact-match Agents: Import, Memory, Search, Review, and Context Routing-only Orchestrator…
v0.7.1v0.7.1 · 28 Jun 2026Windows compatibility fixes Support Windows directory and filesystem behavior. Preserve file-level fsync while skipping unsupported directory fsync on Windows. Support CRLF Markdown front matter. Restrict launchctl diagnostics to macOS.…
Questions

About Research Agent Memory

How do I install Research Agent Memory?

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

Is Research Agent 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 Research Agent Memory still maintained?

Yes — the latest release is v0.11.0 (6 Aug 2026), and the last commit was 2 months ago. The repository has 1 stars.